From 4de7c4d702a74c1d2b94fd47cf0a45e72db5a86c Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Sat, 26 Jul 2025 08:23:09 -0500 Subject: [PATCH 01/67] add more detail --- blog/posts/homomorphic-encryption.md | 77 ++++++++++++++++++++++++++++ 1 file changed, 77 insertions(+) create mode 100644 blog/posts/homomorphic-encryption.md diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md new file mode 100644 index 00000000..9378ba70 --- /dev/null +++ b/blog/posts/homomorphic-encryption.md @@ -0,0 +1,77 @@ +--- +date: + created: 2025-07-24T19:00:00Z +categories: + - Explainers +authors: + - fria +tags: + - Privacy-Enhancing Technologies + - Homomorphic Encryption +license: BY-SA +schema_type: BackgroundNewsArticle +description: We rely on services that process our data every day. It's accepted that in order to process our data, the service needs to see it in plaintext, however homomorphic encryption aims to change that by bringing E2EE to serverside processing. +preview: + +--- + +# Privacy-Enhancing Technologies Series: Homomorphic Encryption + +We rely on lots of server-facing services in our day to day lives, whether it's using server-side AI like ChatGPT or querying search engines. It's just assumed that when we use services like this, those services need to process our data in the clear. But, with homomorphic encryption, data can be processed server-side while still remaining E2EE. + +## Privacy Violations + +We've surrendered much of our lives to the services we use everyday. From music and video streaming to searching, to using AI services. Even things we don't typically think of as online services like buying things at the store typically query a database. + +### AOL Search Data Release + +AOL thought it would be a great idea in 2006 to [release the searches](https://www.nytimes.com/2006/08/09/technology/a-face-is-exposed-for-aol-searcher-no-4417749.html) of over 650,000 users. It was "anonymized" by scrubbing the actual user's names and replacing them with numbers. + +Simply using user No. 4417749's searches such as "homes sold in shadow lake subdivision gwinnett county georgia" and "60 single men", journalists at the New York Times were able to re-identify the user as Thelma Arnold, a 62-year-old widow who lives in Lilburn, Ga. They even went to her house to meet her. + +Search engines keeping enough data to send someone straight to your house is *terrifying* needless to say, and that's just what they released *willingly*. + +### Yahoo! + +In 2013, the search engine Yahoo! experienced a [data breach](https://www.bbc.com/news/business-41493494) affecting "all 3 billion accounts". Search engines handle sensitive and identifying information. + + + +### OpenAI + +When services process our data in the clear, we not only run the risk of the service themselves abusing their access to that data, but also court orders legally requiring them to retain data. + +OpenAI was required to [retain](https://arstechnica.com/tech-policy/2025/06/openai-says-court-forcing-it-to-save-all-chatgpt-logs-is-a-privacy-nightmare/) all ChatGPT user logs, even deleted ones. This is devastating for user privacy when you consider that ChatGPT handles over [1 billion](https://x.com/OpenAINewsroom/status/1864373399218475440) queries per day. + +This is a clear violation of user privacy, and it happened out of the blue in a lawsuit that wasn't even related to user privacy. When companies have access to our data, it might not even be up to them how it's handled sometimes. This is why E2EE is so important: it's not only about trust but about making it so services *can't* access data even if they tried. + +## Beginnings of Homomorphic Encryption + +As is typical, the first mention of homomorphic encryption come from a paper from 1978 titled *[ON DATA BANKS AND PRIVACY HOMOMORPHISMS](https://people.csail.mit.edu/rivest/pubs/RAD78.pdf)*. + +It's funny seeing the concerns of the time. A given example is a loan company that uses a time share (sharing a computer with others and having a limited time window to do your computing) with another company and how they have to choose between that and getting their own computer. With companies now moving more and more of their own infrastructure to cloud services provided by other companies, it seems we've come full circle. + +One of the suggestions is to use modified hardware that can decrypt data for the CPU to process. The idea of using secure hardware to protect user data is currently in use through Confidential Computing and the use of secure enclaves in the CPU to separate out the data of different users. + +The second solution they propose is a solution that doesn't require decryption of user data at all, which they call "privacy homomorphisms". The examles they give theoretically allow for addition, subtraction, multiplication, and division on encrypted data, although they state in the paper that many of them are likely not secure. + +Notably, the schemes mentioned allow only for *either* addition and subtraction *or* multiplication and division, which means if you want to do both you need to decrypt the data. + +Despite the shaky security of these early schemes, they would lay the groundwork for the field in the field going forward. + +## Fully Homomorphic Encryption + +It wasn't until 2009 when the idea of homomorphic encryption would be improved on in *[A FULLY HOMOMORPHIC ENCRYPTION SCHEME](https://crypto.stanford.edu/craig/craig-thesis.pdf)* by Craig Gentry. + +This paper introduced fully homomorphic encryption, which allows for *both* addition *and* multiplication, meaning it can now theoretically be used for any calculation. + +The scheme relies on some injected "noise" when performing operations. When adding, the noise is increased, but when multiplying the noise is amplified quite a bit. The scheme relies on staying below a certain noise threshold so that the answer can be decrypted and still be accurate. + +This limits how many operations can be done on the numbers before they become to noisy to use. + +However, it's possible to "bootstrap" after it gets too noisy, resetting the noise to below the threshold. This gives this scheme the ability to do as many operations as you want since you can just keep resetting the noise. + +It's based around ideal lattices because they have some useful properties allowing for more efficient key generation and algabraic operations. Because it's based on lattices, it's considered quantum resistant as well (there's no known efficient algorithm to solve lattice problems). + +## Second Generation FHE + From 02c0322cc7e6050dda39495ce3823adcdb6a1253 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Sat, 26 Jul 2025 08:37:12 -0500 Subject: [PATCH 02/67] add yahoo example --- blog/posts/homomorphic-encryption.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 9378ba70..173f987c 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -33,9 +33,9 @@ Search engines keeping enough data to send someone straight to your house is *te ### Yahoo! -In 2013, the search engine Yahoo! experienced a [data breach](https://www.bbc.com/news/business-41493494) affecting "all 3 billion accounts". Search engines handle sensitive and identifying information. - +In 2013, the search engine Yahoo! experienced a [data breach](https://www.bbc.com/news/business-41493494) affecting "all 3 billion accounts". All those users risk reidentification just like what happened with the AOL users, except this time there was no attempt at anonymizing the users. +### ### OpenAI From 221fdb192c378be692b63a49d812db91b40ef864 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Sat, 26 Jul 2025 08:41:00 -0500 Subject: [PATCH 03/67] add equifax --- blog/posts/homomorphic-encryption.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 173f987c..7438039f 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -35,7 +35,7 @@ Search engines keeping enough data to send someone straight to your house is *te In 2013, the search engine Yahoo! experienced a [data breach](https://www.bbc.com/news/business-41493494) affecting "all 3 billion accounts". All those users risk reidentification just like what happened with the AOL users, except this time there was no attempt at anonymizing the users. -### +### Equifax ### OpenAI From ac58f857ecdceb5edbd418d035424c3b821973d6 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Sat, 26 Jul 2025 09:08:44 -0500 Subject: [PATCH 04/67] add medisecure breach --- blog/posts/homomorphic-encryption.md | 24 ++++++++++++++++++++++++ 1 file changed, 24 insertions(+) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 7438039f..522f09fc 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -37,6 +37,30 @@ In 2013, the search engine Yahoo! experienced a [data breach](https://www.bbc.co ### Equifax +The credit bureau Equifax which handles sensitive data such as SSN's was [breached](https://www.ftc.gov/enforcement/refunds/equifax-data-breach-settlement) in 2017, exposing extremely sensitive data of 147 million people. The company settled for $425 million in damages, but it's hard to put a number on the devastation of having your identity stolen. Stronger protections for sensitive financial data need to be put in place to avoid situations like this. + +### MediSecure + +In 2024, the [personal health information](https://medisecurenotification.wordpress.com) of "2.9 million Australians who used the MediSecure prescription delivery service during the approximate period of March 2019 to November 2023" was breached. The data included extremely sensitive health data such as + +- full name +- title +- date of birth +- gender +- email address +- address +- phone number +- individual healthcare identifier (IHI) +- Medicare card number, including individual identifier, and expiry +- Pensioner Concession card number and expiry +- Commonwealth Seniors card number and expiry +- Healthcare Concession card number and expiry +- Department of Veterans’ Affairs (DVA) (Gold, White, Orange) card number and expiry +- prescription medication, including name of drug, strength, quantity and repeats +- reason for prescription and instructions + +An absolutely devastating breach of user privacy by any metric. + ### OpenAI When services process our data in the clear, we not only run the risk of the service themselves abusing their access to that data, but also court orders legally requiring them to retain data. From 7dcbeb12612ef60136c4cbae1e3342c62866f6cc Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Sun, 27 Jul 2025 09:33:14 -0500 Subject: [PATCH 05/67] add second generation FHE --- blog/posts/homomorphic-encryption.md | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 522f09fc..57f77c3f 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -97,5 +97,14 @@ However, it's possible to "bootstrap" after it gets too noisy, resetting the noi It's based around ideal lattices because they have some useful properties allowing for more efficient key generation and algabraic operations. Because it's based on lattices, it's considered quantum resistant as well (there's no known efficient algorithm to solve lattice problems). +Unfortunately these early homomorphic encryption schemes weren't very performant, taking up to [30 minutes per bootstrapping operation](https://eprint.iacr.org/2010/520). Obviously, this is not ideal and prevents the scheme from being used for any real world tasks. + ## Second Generation FHE +Several papers would chip away at the inefficiencies of Gentry's original scheme, finding ways of improving it over the next few years. They found a way to manage noise better + +Still, even with all of these improvements, the second generation fully-homomorphic schemes would still rely on bootstrapping a partially-homomorphic scheme. + +[Researchers](https://eprint.iacr.org/2011/344.pdf) were able to achieve fully homomorphic encryption using arbitrary lattices instead of ideal lattices using a new re-linearization technique. They were also able to remove the *squashing* step, improving efficiency and reducing the amount of assumptions that have to be made. + +A later paper introduced *leveled* homomorphic encryption, allowing for evaluating problems of any length. It used bootstrapping as an optimization instead of being required to achieve fully homomorphic encryption. \ No newline at end of file From 5248c47656aa15871335fac58db33e7810b7a233 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Sun, 27 Jul 2025 09:39:28 -0500 Subject: [PATCH 06/67] add paper link --- blog/posts/homomorphic-encryption.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 57f77c3f..799b0df6 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -107,4 +107,4 @@ Still, even with all of these improvements, the second generation fully-homomorp [Researchers](https://eprint.iacr.org/2011/344.pdf) were able to achieve fully homomorphic encryption using arbitrary lattices instead of ideal lattices using a new re-linearization technique. They were also able to remove the *squashing* step, improving efficiency and reducing the amount of assumptions that have to be made. -A later paper introduced *leveled* homomorphic encryption, allowing for evaluating problems of any length. It used bootstrapping as an optimization instead of being required to achieve fully homomorphic encryption. \ No newline at end of file +A later [paper](https://eprint.iacr.org/2011/277.pdf) introduced *leveled* homomorphic encryption, allowing for evaluating problems of any length. It introduced modulus switching as an improved noise reduction technique. It also used bootstrapping as an optimization instead of being required to achieve fully homomorphic encryption. \ No newline at end of file From f0b23795373780664570a82c9fb05cc6d391bb73 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Sun, 27 Jul 2025 09:44:50 -0500 Subject: [PATCH 07/67] add more detail --- blog/posts/homomorphic-encryption.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 799b0df6..25ea0634 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -107,4 +107,4 @@ Still, even with all of these improvements, the second generation fully-homomorp [Researchers](https://eprint.iacr.org/2011/344.pdf) were able to achieve fully homomorphic encryption using arbitrary lattices instead of ideal lattices using a new re-linearization technique. They were also able to remove the *squashing* step, improving efficiency and reducing the amount of assumptions that have to be made. -A later [paper](https://eprint.iacr.org/2011/277.pdf) introduced *leveled* homomorphic encryption, allowing for evaluating problems of any length. It introduced modulus switching as an improved noise reduction technique. It also used bootstrapping as an optimization instead of being required to achieve fully homomorphic encryption. \ No newline at end of file +A later [paper](https://eprint.iacr.org/2011/277.pdf) introduced *leveled* homomorphic encryption, allowing for evaluating problems of any length. It introduced modulus switching as an improved noise reduction technique. It also used bootstrapping as an optimization instead of being required to achieve fully homomorphic encryption. They also introduced *batching*, where they incorporate multiple plaintexts into one ciphertext, allowing them to evaluate multiple inputs with the same efficiency as evaluating one. \ No newline at end of file From e41cb0da6edb0bafe917a7762b30fe4cf86f92f9 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Mon, 28 Jul 2025 05:52:34 -0500 Subject: [PATCH 08/67] add paper link --- blog/posts/homomorphic-encryption.md | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 25ea0634..8670dad4 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -27,7 +27,7 @@ We've surrendered much of our lives to the services we use everyday. From music AOL thought it would be a great idea in 2006 to [release the searches](https://www.nytimes.com/2006/08/09/technology/a-face-is-exposed-for-aol-searcher-no-4417749.html) of over 650,000 users. It was "anonymized" by scrubbing the actual user's names and replacing them with numbers. -Simply using user No. 4417749's searches such as "homes sold in shadow lake subdivision gwinnett county georgia" and "60 single men", journalists at the New York Times were able to re-identify the user as Thelma Arnold, a 62-year-old widow who lives in Lilburn, Ga. They even went to her house to meet her. +Simply using user No. 4417749's searches such as "homes sold in shadow lake subdivision gwinnett county georgia" and "60 single men", journalists at the New York Times were able to reidentify the user as Thelma Arnold, a 62-year-old widow who lives in Lilburn, Ga. They even went to her house to meet her. Search engines keeping enough data to send someone straight to your house is *terrifying* needless to say, and that's just what they released *willingly*. @@ -105,6 +105,10 @@ Several papers would chip away at the inefficiencies of Gentry's original scheme Still, even with all of these improvements, the second generation fully-homomorphic schemes would still rely on bootstrapping a partially-homomorphic scheme. -[Researchers](https://eprint.iacr.org/2011/344.pdf) were able to achieve fully homomorphic encryption using arbitrary lattices instead of ideal lattices using a new re-linearization technique. They were also able to remove the *squashing* step, improving efficiency and reducing the amount of assumptions that have to be made. +[Researchers](https://eprint.iacr.org/2011/344.pdf) were able to achieve fully homomorphic encryption using arbitrary lattices instead of ideal lattices using a new relinearization technique. They were also able to remove the *squashing* step, improving efficiency and reducing the amount of assumptions that have to be made. -A later [paper](https://eprint.iacr.org/2011/277.pdf) introduced *leveled* homomorphic encryption, allowing for evaluating problems of any length. It introduced modulus switching as an improved noise reduction technique. It also used bootstrapping as an optimization instead of being required to achieve fully homomorphic encryption. They also introduced *batching*, where they incorporate multiple plaintexts into one ciphertext, allowing them to evaluate multiple inputs with the same efficiency as evaluating one. \ No newline at end of file +A later [paper](https://eprint.iacr.org/2011/277.pdf) introduced *leveled* homomorphic encryption, allowing for evaluating problems of any length. It introduced modulus switching as an improved noise reduction technique. It also used bootstrapping as an optimization instead of being required to achieve fully homomorphic encryption. They also introduced *batching*, where they incorporate multiple plaintexts into one ciphertext, allowing them to evaluate multiple inputs with the same efficiency as evaluating one. + +## Third Generation FHE + +A [paper](https://eprint.iacr.org/2013/340.pdf) in 2013 removed the need for relinearization, significantly improving the efficiency \ No newline at end of file From 1644bc8bb1b1cc071e2f911a5cb155838fe62ea2 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Mon, 28 Jul 2025 06:26:32 -0500 Subject: [PATCH 09/67] add paper about bootstrapping --- blog/posts/homomorphic-encryption.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 8670dad4..73d42c95 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -111,4 +111,6 @@ A later [paper](https://eprint.iacr.org/2011/277.pdf) introduced *leveled* homom ## Third Generation FHE -A [paper](https://eprint.iacr.org/2013/340.pdf) in 2013 removed the need for relinearization, significantly improving the efficiency \ No newline at end of file +A [paper](https://eprint.iacr.org/2013/340.pdf) in 2013 removed the need for relinearization, significantly improving the efficiency and reducing the complexity of FHE. They also removed the need for modulus switching for noise management, improving efficiency even further. They were also able to eliminate the need for "evaluator" keys, which previously needed to be obtained from the user. Now the evaluator can perform operations without needing any keys from the user. + +By 2014 [researchers](https://eprint.iacr.org/2014/816.pdf) had figured out how to reduce the bootstrapping procedure down to less than a second on an average PC of the day. \ No newline at end of file From d01a8c279531a140c66e0d744e80254762311951 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Mon, 28 Jul 2025 08:56:46 -0500 Subject: [PATCH 10/67] add fourth generation FHE --- blog/posts/homomorphic-encryption.md | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 73d42c95..6dd10100 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -113,4 +113,10 @@ A later [paper](https://eprint.iacr.org/2011/277.pdf) introduced *leveled* homom A [paper](https://eprint.iacr.org/2013/340.pdf) in 2013 removed the need for relinearization, significantly improving the efficiency and reducing the complexity of FHE. They also removed the need for modulus switching for noise management, improving efficiency even further. They were also able to eliminate the need for "evaluator" keys, which previously needed to be obtained from the user. Now the evaluator can perform operations without needing any keys from the user. -By 2014 [researchers](https://eprint.iacr.org/2014/816.pdf) had figured out how to reduce the bootstrapping procedure down to less than a second on an average PC of the day. \ No newline at end of file +By 2014 [researchers](https://eprint.iacr.org/2014/816.pdf) had figured out how to reduce the bootstrapping procedure down to less than a second on an average PC of the day, compared to about six minutes on previous schemes. + +## Fourth Generation FHE + +An [advancement](https://eprint.iacr.org/2016/421.pdf) in 2016 allowed for efficient approximate operations, similar to how floating point operations always have an error. The noise added for security is considered to be part of error correction, which is reduced by a new technique called *rescaling*. They also improved efficiency by introducing a new batching technique. + +## Microsoft SEAL \ No newline at end of file From 1a0d55676e62c3448aa84aa1583775773cda655d Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Mon, 28 Jul 2025 09:18:19 -0500 Subject: [PATCH 11/67] add looking toward the future of FHE --- blog/posts/homomorphic-encryption.md | 14 +++++++++++++- 1 file changed, 13 insertions(+), 1 deletion(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 6dd10100..8fd84039 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -119,4 +119,16 @@ By 2014 [researchers](https://eprint.iacr.org/2014/816.pdf) had figured out how An [advancement](https://eprint.iacr.org/2016/421.pdf) in 2016 allowed for efficient approximate operations, similar to how floating point operations always have an error. The noise added for security is considered to be part of error correction, which is reduced by a new technique called *rescaling*. They also improved efficiency by introducing a new batching technique. -## Microsoft SEAL \ No newline at end of file +## Looking Toward the Future of FHE + +Lots of companies are working toward [standardizing](https://www.iso.org/standard/87638.html) and accelerating the adoption of FHE. + +### HomomorphicEncryption.org + +[HomomorphicEncryption.org](https://homomorphicencryption.org/standard/) represents a collaboration between government agencies, industry leaders, and academics. It's the biggest effort toward establishing a standard for FHE and while that hasn't happened yet, it's on the horizon. + +Open, standardized, and battle-tested FHE is fast approaching. + +### FHE Hardware + +One of the main bottlenecks for adoption of FHE is the extra computation cost. Companies like Intel are looking into creating ASICs (Application-Specific Integrated Circuits) \ No newline at end of file From 0e16a07ccad6809a479ee33c3c116d7b45624aca Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Mon, 28 Jul 2025 09:21:18 -0500 Subject: [PATCH 12/67] add link to FHE hardware --- blog/posts/homomorphic-encryption.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 8fd84039..2cff69fe 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -131,4 +131,4 @@ Open, standardized, and battle-tested FHE is fast approaching. ### FHE Hardware -One of the main bottlenecks for adoption of FHE is the extra computation cost. Companies like Intel are looking into creating ASICs (Application-Specific Integrated Circuits) \ No newline at end of file +One of the main bottlenecks for adoption of FHE is the extra computation cost. Companies like Intel are looking into creating [ASICs](https://spectrum.ieee.org/homomorphic-encryption) (Application-Specific Integrated Circuits) \ No newline at end of file From ba2f8466fa2a843c31ca844b9a7ce6acb069790a Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Tue, 29 Jul 2025 06:18:55 -0500 Subject: [PATCH 13/67] add partially homomorphic encryption --- blog/posts/homomorphic-encryption.md | 18 ++++++++++++++++-- 1 file changed, 16 insertions(+), 2 deletions(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 2cff69fe..f3eecced 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -79,7 +79,7 @@ One of the suggestions is to use modified hardware that can decrypt data for the The second solution they propose is a solution that doesn't require decryption of user data at all, which they call "privacy homomorphisms". The examles they give theoretically allow for addition, subtraction, multiplication, and division on encrypted data, although they state in the paper that many of them are likely not secure. -Notably, the schemes mentioned allow only for *either* addition and subtraction *or* multiplication and division, which means if you want to do both you need to decrypt the data. +Notably, the schemes mentioned allow only for *either* addition and subtraction *or* multiplication and division, which means if you want to do both you need to decrypt the data. Since these schemes can only perform one type of operation or the other, they're considered *partially homomorphic*. Despite the shaky security of these early schemes, they would lay the groundwork for the field in the field going forward. @@ -131,4 +131,18 @@ Open, standardized, and battle-tested FHE is fast approaching. ### FHE Hardware -One of the main bottlenecks for adoption of FHE is the extra computation cost. Companies like Intel are looking into creating [ASICs](https://spectrum.ieee.org/homomorphic-encryption) (Application-Specific Integrated Circuits) \ No newline at end of file +One of the main bottlenecks for adoption of FHE is the extra computation cost. + +In an effort to address this issue, DARPA introduced their [Data Protection in Virtual Environments (DPRIVE) program](https://www.darpa.mil/news/2021/homomorphic-encryption), working directly with four companies: Duality Technologies, Galois, SRI International, and Intel Federal. The end goal? To create hardware accelerators that can bring the speed closer to what the computations would be in plaintext. + +Similar to [hardware-accelerated AES](https://www.ti.com/lit/ug/slau458f/slau458f.pdf?ts=1753712760177&ref_url=https%253A%252F%252Fduckduckgo.com%252F) we have in chips nowadays, these hardware accelerators could enable FHE at speeds fast enough to be practical for most everyday computations. + +#### BASALISC + +Galois's Bespoke Asynchronous Silicon-Accelerated LWE Intrinsics through Software/Hardware Codesign (BASALISC) is their attempt at creating a FHE [ASIC](https://en.wikipedia.org/wiki/Application-specific_integrated_circuit). Galois estimates it can speed up FHE by around 10,000 times + +#### HERACLES + +Intel's [HERACLES](https://community.intel.com/t5/Blogs/Tech-Innovation/Data-Center/Intel-Labs-Continues-Focused-Research-and-Standards-Efforts-to/post/1488532) is their own attempt at a FHE accelerator. + +#### \ No newline at end of file From 4d1f0b09ab798afb3ec7678a76cc1a5d95d41cb9 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Tue, 29 Jul 2025 07:08:25 -0500 Subject: [PATCH 14/67] add more info on intel's chip --- blog/posts/homomorphic-encryption.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index f3eecced..f6c50c39 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -145,4 +145,8 @@ Galois's Bespoke Asynchronous Silicon-Accelerated LWE Intrinsics through Softwar Intel's [HERACLES](https://community.intel.com/t5/Blogs/Tech-Innovation/Data-Center/Intel-Labs-Continues-Focused-Research-and-Standards-Efforts-to/post/1488532) is their own attempt at a FHE accelerator. +Intel also released an [SDK](https://github.com/IntelLabs/encrypted-computing-sdk) to allow developers to easily develop FHE solutions for different architectures, with hopes to eventually integrate with Google's [HEIR](https://heir.dev) compiler. + +They also developed a [FHE library](https://www.intel.com/content/www/us/en/developer/articles/technical/homomorphic-encryption/accelerating-homomorphic-encryption-for-fpga.html) for Field-Programmable Gate Arrays (FPGAs), essentially a circuit that can have its logic reprogrammed after manufacturing. While not offering the same efficiency as dedicated hardware, they could act as a stopgap while ASICs and hardware accelerators for FHE are finialized. + #### \ No newline at end of file From b13d17089d38e4bb85c3e7afb96dc0e6ece54da7 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Tue, 29 Jul 2025 07:34:21 -0500 Subject: [PATCH 15/67] add final thoughts --- blog/posts/homomorphic-encryption.md | 16 +++++++++++++++- 1 file changed, 15 insertions(+), 1 deletion(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index f6c50c39..451e83bc 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -119,6 +119,16 @@ By 2014 [researchers](https://eprint.iacr.org/2014/816.pdf) had figured out how An [advancement](https://eprint.iacr.org/2016/421.pdf) in 2016 allowed for efficient approximate operations, similar to how floating point operations always have an error. The noise added for security is considered to be part of error correction, which is reduced by a new technique called *rescaling*. They also improved efficiency by introducing a new batching technique. +## FHE Today + +Fully-homomorphic encryption has advanced enough that it's become practical to use for some limited applications. Many big tech companies have released their own open source implementations of FHE and work is ongoing on making FHE more efficient and making development of FHE software easier. + +### Apple + +Apple is making use of [FHE](https://machinelearning.apple.com/research/homomorphic-encryption) mainly for privately looking up info on a server. + + + ## Looking Toward the Future of FHE Lots of companies are working toward [standardizing](https://www.iso.org/standard/87638.html) and accelerating the adoption of FHE. @@ -149,4 +159,8 @@ Intel also released an [SDK](https://github.com/IntelLabs/encrypted-computing-sd They also developed a [FHE library](https://www.intel.com/content/www/us/en/developer/articles/technical/homomorphic-encryption/accelerating-homomorphic-encryption-for-fpga.html) for Field-Programmable Gate Arrays (FPGAs), essentially a circuit that can have its logic reprogrammed after manufacturing. While not offering the same efficiency as dedicated hardware, they could act as a stopgap while ASICs and hardware accelerators for FHE are finialized. -#### \ No newline at end of file +## Final Thoughts + +FHE has come a long way in such a short time, it's really only been about 16 years since the first FHE scheme was proposed and we're already seeing a huge push from the government, big tech companies, and academia, as well as a massive push for openness and collaboration from everyone involved. It's truly a great thing to see and definitely something I'd like to see more of. + +The future for data privacy looks bright, but it still depends on widespread adoption, not just by the biggest companies but by everyone. I'll continue to be an advocate for mass adoption of PETs across the board and technical solutions to privacy that don't rely on legislation or privacy policy promises. We need to take a multi-pronged approach to privacy, not just relying on data privacy laws but also cryptography and mathematical rigor to protect our data. \ No newline at end of file From 753cd963f2156546913f812e0e8efe133efb5ae7 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Tue, 29 Jul 2025 07:45:25 -0500 Subject: [PATCH 16/67] fix preview --- blog/posts/homomorphic-encryption.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 451e83bc..72890dd4 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -17,7 +17,7 @@ preview: # Privacy-Enhancing Technologies Series: Homomorphic Encryption -We rely on lots of server-facing services in our day to day lives, whether it's using server-side AI like ChatGPT or querying search engines. It's just assumed that when we use services like this, those services need to process our data in the clear. But, with homomorphic encryption, data can be processed server-side while still remaining E2EE. +We rely on lots of server-facing services in our day to day lives, whether it's using server-side AI like ChatGPT or querying search engines. It's just assumed that when we use services like this, those services need to process our data in the clear. But, with homomorphic encryption, data can be processed server-side while still remaining E2EE. ## Privacy Violations From c1a40de91be7c111a7e3e9a0562861b28dc2ed7f Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Tue, 29 Jul 2025 08:16:55 -0500 Subject: [PATCH 17/67] improve opening --- blog/posts/homomorphic-encryption.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 72890dd4..adb00e89 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -21,7 +21,9 @@ We rely on lots of server-facing services in our day to day lives, whether it's ## Privacy Violations -We've surrendered much of our lives to the services we use everyday. From music and video streaming to searching, to using AI services. Even things we don't typically think of as online services like buying things at the store typically query a database. +We've surrendered much of our lives to the services we use everyday. From music and video streaming, to sending search engines just about every question under the sun, to pouring our heart out to AI services like ChatGPT. Even things we don't typically think of as online services like buying things at the store usually query a database somewhere, sight unseen. + +This leaves an absolute treasure trove of data for companies to potentially abuse themselves or otherwise leave open to being hacked and leaked to the internet. This has and will continue to happen repeatedly until every organization we rely on every day can implement robust privacy protections into their services. ### AOL Search Data Release From a50a37c1b448d96a29ed6c65e87dca529893fee5 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Tue, 29 Jul 2025 08:17:35 -0500 Subject: [PATCH 18/67] wording --- blog/posts/homomorphic-encryption.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index adb00e89..0f47f14f 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -23,7 +23,7 @@ We rely on lots of server-facing services in our day to day lives, whether it's We've surrendered much of our lives to the services we use everyday. From music and video streaming, to sending search engines just about every question under the sun, to pouring our heart out to AI services like ChatGPT. Even things we don't typically think of as online services like buying things at the store usually query a database somewhere, sight unseen. -This leaves an absolute treasure trove of data for companies to potentially abuse themselves or otherwise leave open to being hacked and leaked to the internet. This has and will continue to happen repeatedly until every organization we rely on every day can implement robust privacy protections into their services. +This leaves an absolute treasure trove of data for companies to potentially abuse themselves or otherwise leave open to being hacked and leaked to the internet. This has and will continue to happen repeatedly until every organization we rely on every day can implement robust, technical privacy protections into their services, not just a pinkie-promise in their privacy policy not to abuse your data. ### AOL Search Data Release From 909dc19f5ae49002b4e8ad95e28eba179cbf59b9 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Tue, 29 Jul 2025 08:40:13 -0500 Subject: [PATCH 19/67] add more detual about apple --- blog/posts/homomorphic-encryption.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 0f47f14f..68ff7907 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -129,7 +129,13 @@ Fully-homomorphic encryption has advanced enough that it's become practical to u Apple is making use of [FHE](https://machinelearning.apple.com/research/homomorphic-encryption) mainly for privately looking up info on a server. +It's currenty used for [Enhnaced Visual Search](https://support.apple.com/en-us/122033) to privately look up landmarks in photos, and their [caller ID lookup](https://developer.apple.com/documentation/identitylookup/getting-up-to-date-calling-and-blocking-information-for-your-app) feature, as well as a few other places. +It's a modest start for the technology but I think we'lll see more and more uses over time. + +Apple has also developed a [FHE library for Swift](https://github.com/apple/swift-homomorphic-encryption) and open sourced it so anyone developing in Swift can use it. + +### ## Looking Toward the Future of FHE From 07a3fe37906da553e4a4d132c6bf0a7ec1eb07c2 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Tue, 29 Jul 2025 09:09:01 -0500 Subject: [PATCH 20/67] add google HEIR --- blog/posts/homomorphic-encryption.md | 12 +++++++++++- 1 file changed, 11 insertions(+), 1 deletion(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 68ff7907..433750ff 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -125,6 +125,10 @@ An [advancement](https://eprint.iacr.org/2016/421.pdf) in 2016 allowed for effic Fully-homomorphic encryption has advanced enough that it's become practical to use for some limited applications. Many big tech companies have released their own open source implementations of FHE and work is ongoing on making FHE more efficient and making development of FHE software easier. +### OpenFHE + +In the interest of making FHE as accessible and open as possible, [OpenFHE](https://openfhe-development.readthedocs.io/en/latest/index.html) is an open-source library that offers efficient implementations of different FHE schemes, with the aim of making it easier for developers to implement FHE. + ### Apple Apple is making use of [FHE](https://machinelearning.apple.com/research/homomorphic-encryption) mainly for privately looking up info on a server. @@ -135,7 +139,13 @@ It's a modest start for the technology but I think we'lll see more and more uses Apple has also developed a [FHE library for Swift](https://github.com/apple/swift-homomorphic-encryption) and open sourced it so anyone developing in Swift can use it. -### +### Google + +Google has put a lot of effort into advancing FHE, although I couldn't find any examples of them using FHE in their products as of yet. + +Their [HEIR](https://heir.dev) project is a compiler that aims to be "the industry-standard compiler for FHE." HEIR casts a wide net; they want to allow developers to easily convert their high-level programs to use FHE, while also supporting code generation for upcoming FHE hardware accelerators. They also want to be a one-stop shop for researchers who are looking to optimize a particular part of an algorithm. They can use HEIR as a benchmark to test against, and if their optimization becomes standard, it can be implemented within HEIR. + +Google's goals are ambitious, and I hope it works out the way they're hoping. The landscape of FHE is very complex, with many companies putting forth their own implementations of FHE and several different organizations all with similar names and aims. It's a bit confusing to follow, so I hope it can be simplified in the future. ## Looking Toward the Future of FHE From 2891327adcc3917cbc1f63ab56683583e15a63a5 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Tue, 29 Jul 2025 09:10:07 -0500 Subject: [PATCH 21/67] add more info on google --- blog/posts/homomorphic-encryption.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 433750ff..d678b667 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -147,6 +147,8 @@ Their [HEIR](https://heir.dev) project is a compiler that aims to be "the indust Google's goals are ambitious, and I hope it works out the way they're hoping. The landscape of FHE is very complex, with many companies putting forth their own implementations of FHE and several different organizations all with similar names and aims. It's a bit confusing to follow, so I hope it can be simplified in the future. +I'd like to see Google openly using FHE in their products, they seem to bizarrely falling behind other companies like Apple on using E2EE on their own products while also being at the forefront of research. + ## Looking Toward the Future of FHE Lots of companies are working toward [standardizing](https://www.iso.org/standard/87638.html) and accelerating the adoption of FHE. From 776f0a3744e5a0849454c3f9a38fc017845be555 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Tue, 29 Jul 2025 09:31:51 -0500 Subject: [PATCH 22/67] add early access cornami --- blog/posts/homomorphic-encryption.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index d678b667..b5cf1fe6 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -179,6 +179,10 @@ Intel also released an [SDK](https://github.com/IntelLabs/encrypted-computing-sd They also developed a [FHE library](https://www.intel.com/content/www/us/en/developer/articles/technical/homomorphic-encryption/accelerating-homomorphic-encryption-for-fpga.html) for Field-Programmable Gate Arrays (FPGAs), essentially a circuit that can have its logic reprogrammed after manufacturing. While not offering the same efficiency as dedicated hardware, they could act as a stopgap while ASICs and hardware accelerators for FHE are finialized. +#### Mx^80 FracTLcore + +Cornami's [Mx^80 FracTLcore](https://cornami.net/mx80-system/) system boasts "Encrypted Computing as Plaintext Speed", which is extremely interesting to say the least. The hardware isn't available yet but they offer [early access](https://scifrapi.cornami.com/connect/) if you sign up through their website. + ## Final Thoughts FHE has come a long way in such a short time, it's really only been about 16 years since the first FHE scheme was proposed and we're already seeing a huge push from the government, big tech companies, and academia, as well as a massive push for openness and collaboration from everyone involved. It's truly a great thing to see and definitely something I'd like to see more of. From b52315aeadbd76be50e83544d4ab7561e796d919 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Tue, 29 Jul 2025 09:34:20 -0500 Subject: [PATCH 23/67] add more context --- blog/posts/homomorphic-encryption.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index b5cf1fe6..b6ba246a 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -183,6 +183,8 @@ They also developed a [FHE library](https://www.intel.com/content/www/us/en/deve Cornami's [Mx^80 FracTLcore](https://cornami.net/mx80-system/) system boasts "Encrypted Computing as Plaintext Speed", which is extremely interesting to say the least. The hardware isn't available yet but they offer [early access](https://scifrapi.cornami.com/connect/) if you sign up through their website. +I'm curious to see these claims put up to scrutiny, because if they're true then that would be completely revolutionary; it would mean that we could finally start replacing plaintext processing of data with FHE with almost no extra overhead. + ## Final Thoughts FHE has come a long way in such a short time, it's really only been about 16 years since the first FHE scheme was proposed and we're already seeing a huge push from the government, big tech companies, and academia, as well as a massive push for openness and collaboration from everyone involved. It's truly a great thing to see and definitely something I'd like to see more of. From fb1669ce756216d3bfcd85b0fd6d5d1cba503ea9 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Tue, 29 Jul 2025 09:37:47 -0500 Subject: [PATCH 24/67] add more cornami info --- blog/posts/homomorphic-encryption.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index b6ba246a..d6f90909 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -181,7 +181,9 @@ They also developed a [FHE library](https://www.intel.com/content/www/us/en/deve #### Mx^80 FracTLcore -Cornami's [Mx^80 FracTLcore](https://cornami.net/mx80-system/) system boasts "Encrypted Computing as Plaintext Speed", which is extremely interesting to say the least. The hardware isn't available yet but they offer [early access](https://scifrapi.cornami.com/connect/) if you sign up through their website. +Cornami's [Mx^80 FracTLcore](https://cornami.net/mx80-system/) system boasts "Encrypted Computing as Plaintext Speed", which is extremely interesting to say the least. The hardware isn't available yet but they offer [early access](https://scifrapi.cornami.com/connect/) if you sign up through their website. + +Their computing is based on parallelism of data processing utilizing between thousands and millions of cores, able to scale cleanly depending on your needs. I'm curious to see these claims put up to scrutiny, because if they're true then that would be completely revolutionary; it would mean that we could finally start replacing plaintext processing of data with FHE with almost no extra overhead. From e30f874dad3a6806c4944e8ad46fae16ebf45b79 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Wed, 30 Jul 2025 06:24:42 -0500 Subject: [PATCH 25/67] add trebuchet chip --- blog/posts/homomorphic-encryption.md | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index d6f90909..ee99190e 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -183,10 +183,16 @@ They also developed a [FHE library](https://www.intel.com/content/www/us/en/deve Cornami's [Mx^80 FracTLcore](https://cornami.net/mx80-system/) system boasts "Encrypted Computing as Plaintext Speed", which is extremely interesting to say the least. The hardware isn't available yet but they offer [early access](https://scifrapi.cornami.com/connect/) if you sign up through their website. -Their computing is based on parallelism of data processing utilizing between thousands and millions of cores, able to scale cleanly depending on your needs. +Their computing is based on parallelism of data processing utilizing between thousands and millions of cores, able to scale cleanly depending on your needs. Since FHE operations can be made more efficient by batching computations together, their new parallel computing architecture shows promise for pushing FHE into being much closer to the same speed as plaintext computations. I'm curious to see these claims put up to scrutiny, because if they're true then that would be completely revolutionary; it would mean that we could finally start replacing plaintext processing of data with FHE with almost no extra overhead. +#### TREBUCHET + +Duality's offering is [TREBUCHET](https://eprint.iacr.org/2023/521.pdf). They seem to be taking a more holistic approach, trying to optimize every aspect of the chip in order to reduce complexity and make each component work well together. + +For example, TREBUCHET utilized Ring Processing Units with multiple lanes for quickly processing data relevant to FHE. They also support memory management by scheduling data to be near computational elements. There are many of these RPUs throughout the device, allowing for efficient parallelism. The chips are able to omit the need for complex and costly caches, dynamic scheduling logic, and prediction, and task the compiler with scheduling and data movement at compile time. + ## Final Thoughts FHE has come a long way in such a short time, it's really only been about 16 years since the first FHE scheme was proposed and we're already seeing a huge push from the government, big tech companies, and academia, as well as a massive push for openness and collaboration from everyone involved. It's truly a great thing to see and definitely something I'd like to see more of. From bda5719dc7ed8342543332ab8eab61282643be1c Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Wed, 30 Jul 2025 06:36:05 -0500 Subject: [PATCH 26/67] add fabric technologies --- blog/posts/homomorphic-encryption.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index ee99190e..9c71527a 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -193,6 +193,12 @@ Duality's offering is [TREBUCHET](https://eprint.iacr.org/2023/521.pdf). They se For example, TREBUCHET utilized Ring Processing Units with multiple lanes for quickly processing data relevant to FHE. They also support memory management by scheduling data to be near computational elements. There are many of these RPUs throughout the device, allowing for efficient parallelism. The chips are able to omit the need for complex and costly caches, dynamic scheduling logic, and prediction, and task the compiler with scheduling and data movement at compile time. +#### Fabric + +[Fabric Technologies](https://www.fabriccryptography.com/blog/risc-zero-announcement) is casting a wider net and aiming to make a "Verifiable Processing Unit" or VPU, a type of chip that handles multiple cryptography-related operations such as FHE and Zero-Knowledge Proofs. I'm curious how a chip that's designed to be more general will fare compared to other competitors in the FHE space. + +According to a [Forbes](https://www.forbes.com/sites/davidprosser/2024/08/19/how-fabric-cryptography-plans-to-become-the-nvidia-of-privacy-tech/) article, they were looking to launch in 2025, but their last blog post is from October 2024. I can't seem to find any info on if they successfully launched or not, so we should keep an eye out I suppose. + ## Final Thoughts FHE has come a long way in such a short time, it's really only been about 16 years since the first FHE scheme was proposed and we're already seeing a huge push from the government, big tech companies, and academia, as well as a massive push for openness and collaboration from everyone involved. It's truly a great thing to see and definitely something I'd like to see more of. From 16c8b5dd2c1055bb332b342112b43f09233747e0 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Wed, 30 Jul 2025 06:54:40 -0500 Subject: [PATCH 27/67] add optalsys --- blog/posts/homomorphic-encryption.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 9c71527a..eb975d6d 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -199,6 +199,12 @@ For example, TREBUCHET utilized Ring Processing Units with multiple lanes for qu According to a [Forbes](https://www.forbes.com/sites/davidprosser/2024/08/19/how-fabric-cryptography-plans-to-become-the-nvidia-of-privacy-tech/) article, they were looking to launch in 2025, but their last blog post is from October 2024. I can't seem to find any info on if they successfully launched or not, so we should keep an eye out I suppose. +#### Optalsys + +This one's a doozy. You're probably familiar with fiber optics that are able to transmit data at a high speed and efficiency compared to electrical signals. [Optalsys](https://optalysys.com/article/silicon-photonics-a-new-approach-to-acceleration/) is looking to bring that speed and efficiency to chips themselves, actually processing data using light instead of electricity. They call it "silicon photonics." + +Optalsys believes the extra speed provided by this tech could make FHE more scalable and efficient. Their [LightLocker Node](https://optalysys.com/lightlocker-node/) is their FHE offering, and unlike other products I've listed, it seems that it's actually [launched](https://optalysys.com/resource/lightlocker-launch/). + ## Final Thoughts FHE has come a long way in such a short time, it's really only been about 16 years since the first FHE scheme was proposed and we're already seeing a huge push from the government, big tech companies, and academia, as well as a massive push for openness and collaboration from everyone involved. It's truly a great thing to see and definitely something I'd like to see more of. From 2cd889c37810ffec54001d2831f203c63b0d842d Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Wed, 30 Jul 2025 07:07:42 -0500 Subject: [PATCH 28/67] add more details in the conclusion --- blog/posts/homomorphic-encryption.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index eb975d6d..a1f342bd 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -165,7 +165,7 @@ One of the main bottlenecks for adoption of FHE is the extra computation cost. In an effort to address this issue, DARPA introduced their [Data Protection in Virtual Environments (DPRIVE) program](https://www.darpa.mil/news/2021/homomorphic-encryption), working directly with four companies: Duality Technologies, Galois, SRI International, and Intel Federal. The end goal? To create hardware accelerators that can bring the speed closer to what the computations would be in plaintext. -Similar to [hardware-accelerated AES](https://www.ti.com/lit/ug/slau458f/slau458f.pdf?ts=1753712760177&ref_url=https%253A%252F%252Fduckduckgo.com%252F) we have in chips nowadays, these hardware accelerators could enable FHE at speeds fast enough to be practical for most everyday computations. +Similar to [hardware-accelerated AES](https://www.ti.com/lit/ug/slau458f/slau458f.pdf?ts=1753712760177&ref_url=https%253A%252F%252Fduckduckgo.com%252F) we have in chips nowadays, these [hardware accelerators](https://spectrum.ieee.org/homomorphic-encryption) could enable FHE at speeds fast enough to be practical for most everyday computations. #### BASALISC @@ -209,4 +209,6 @@ Optalsys believes the extra speed provided by this tech could make FHE more scal FHE has come a long way in such a short time, it's really only been about 16 years since the first FHE scheme was proposed and we're already seeing a huge push from the government, big tech companies, and academia, as well as a massive push for openness and collaboration from everyone involved. It's truly a great thing to see and definitely something I'd like to see more of. +In order for FHE to be widespread, we need standardization, libraries and APIs that make developing FHE software easier for developers, and hardware support. The pieces to the FHE puzzle are just now starting to come together. If you're a developer, it might be a good time to look into FHE and get in on the ground floor. + The future for data privacy looks bright, but it still depends on widespread adoption, not just by the biggest companies but by everyone. I'll continue to be an advocate for mass adoption of PETs across the board and technical solutions to privacy that don't rely on legislation or privacy policy promises. We need to take a multi-pronged approach to privacy, not just relying on data privacy laws but also cryptography and mathematical rigor to protect our data. \ No newline at end of file From cc583e2b06f319d8a2595a98f7aba5593586f36f Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Wed, 30 Jul 2025 07:09:46 -0500 Subject: [PATCH 29/67] fix typo --- blog/posts/homomorphic-encryption.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index a1f342bd..9bb97c70 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -93,7 +93,7 @@ This paper introduced fully homomorphic encryption, which allows for *both* addi The scheme relies on some injected "noise" when performing operations. When adding, the noise is increased, but when multiplying the noise is amplified quite a bit. The scheme relies on staying below a certain noise threshold so that the answer can be decrypted and still be accurate. -This limits how many operations can be done on the numbers before they become to noisy to use. +This limits how many operations can be done on the numbers before they become too noisy to use. However, it's possible to "bootstrap" after it gets too noisy, resetting the noise to below the threshold. This gives this scheme the ability to do as many operations as you want since you can just keep resetting the noise. From bae34dfa7bd3a0e30837873d28c6c2536a15ad3d Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Wed, 30 Jul 2025 07:58:27 -0500 Subject: [PATCH 30/67] add IBM --- blog/posts/homomorphic-encryption.md | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 9bb97c70..fc311983 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -129,6 +129,12 @@ Fully-homomorphic encryption has advanced enough that it's become practical to u In the interest of making FHE as accessible and open as possible, [OpenFHE](https://openfhe-development.readthedocs.io/en/latest/index.html) is an open-source library that offers efficient implementations of different FHE schemes, with the aim of making it easier for developers to implement FHE. +### IBM + +IBM were one of the first companies to release an open source FHE library. Their [HElib](https://github.com/homenc/HElib) was mentioned in several papers and drove the field of FHE forward. As a cloud-focused company it makes a lot of sense that they would want to protect their customers' and their customers' customers' data as much as possible, and making efficient FHE ought to be at the top of their priority list. + +IBM offers FHE as part of its [security consulting services](https://www.ibm.com/services/security) so companies can transition to more secure data processing. + ### Apple Apple is making use of [FHE](https://machinelearning.apple.com/research/homomorphic-encryption) mainly for privately looking up info on a server. @@ -149,6 +155,8 @@ Google's goals are ambitious, and I hope it works out the way they're hoping. Th I'd like to see Google openly using FHE in their products, they seem to bizarrely falling behind other companies like Apple on using E2EE on their own products while also being at the forefront of research. + + ## Looking Toward the Future of FHE Lots of companies are working toward [standardizing](https://www.iso.org/standard/87638.html) and accelerating the adoption of FHE. From 1eb8e477a25442b272a1aeeb10ba1a760c0b4a7f Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Wed, 30 Jul 2025 08:00:31 -0500 Subject: [PATCH 31/67] add more detail about IBM --- blog/posts/homomorphic-encryption.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index fc311983..7384b9b0 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -125,6 +125,8 @@ An [advancement](https://eprint.iacr.org/2016/421.pdf) in 2016 allowed for effic Fully-homomorphic encryption has advanced enough that it's become practical to use for some limited applications. Many big tech companies have released their own open source implementations of FHE and work is ongoing on making FHE more efficient and making development of FHE software easier. + + ### OpenFHE In the interest of making FHE as accessible and open as possible, [OpenFHE](https://openfhe-development.readthedocs.io/en/latest/index.html) is an open-source library that offers efficient implementations of different FHE schemes, with the aim of making it easier for developers to implement FHE. @@ -133,7 +135,7 @@ In the interest of making FHE as accessible and open as possible, [OpenFHE](http IBM were one of the first companies to release an open source FHE library. Their [HElib](https://github.com/homenc/HElib) was mentioned in several papers and drove the field of FHE forward. As a cloud-focused company it makes a lot of sense that they would want to protect their customers' and their customers' customers' data as much as possible, and making efficient FHE ought to be at the top of their priority list. -IBM offers FHE as part of its [security consulting services](https://www.ibm.com/services/security) so companies can transition to more secure data processing. +IBM offers FHE as part of its [security consulting services](https://www.ibm.com/services/security) so companies can transition to more secure data processing. They also offer an [SDK](https://ibm.github.io/helayers/) so developers can easily implement their data processing needs with FHE capabilities. ### Apple From 59909c7f497eb6dff4963e2dc385e24774681727 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Wed, 30 Jul 2025 08:20:10 -0500 Subject: [PATCH 32/67] add examples of FHE --- blog/posts/homomorphic-encryption.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 7384b9b0..d050d467 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -125,7 +125,7 @@ An [advancement](https://eprint.iacr.org/2016/421.pdf) in 2016 allowed for effic Fully-homomorphic encryption has advanced enough that it's become practical to use for some limited applications. Many big tech companies have released their own open source implementations of FHE and work is ongoing on making FHE more efficient and making development of FHE software easier. - +It's already being used for some highly sensitive applications like [banking](https://ibm-research.medium.com/top-brazilian-bank-pilots-privacy-encryption-quantum-computers-cant-break-92ed2695bf14) and [genome analysis](https://www.scientificamerican.com/article/how-to-preserve-the-privacy-of-your-genomic-data/). ### OpenFHE From 287ffcf77263ad539927588a2307cee84adb3415 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Wed, 30 Jul 2025 08:22:48 -0500 Subject: [PATCH 33/67] spacing --- blog/posts/homomorphic-encryption.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index d050d467..87849b60 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -157,8 +157,6 @@ Google's goals are ambitious, and I hope it works out the way they're hoping. Th I'd like to see Google openly using FHE in their products, they seem to bizarrely falling behind other companies like Apple on using E2EE on their own products while also being at the forefront of research. - - ## Looking Toward the Future of FHE Lots of companies are working toward [standardizing](https://www.iso.org/standard/87638.html) and accelerating the adoption of FHE. From a1bada2e555549c42e37e1988a530db2776f49b9 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Wed, 30 Jul 2025 08:28:00 -0500 Subject: [PATCH 34/67] add spiralwiki --- blog/posts/homomorphic-encryption.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 87849b60..ee088f46 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -127,6 +127,8 @@ Fully-homomorphic encryption has advanced enough that it's become practical to u It's already being used for some highly sensitive applications like [banking](https://ibm-research.medium.com/top-brazilian-bank-pilots-privacy-encryption-quantum-computers-cant-break-92ed2695bf14) and [genome analysis](https://www.scientificamerican.com/article/how-to-preserve-the-privacy-of-your-genomic-data/). +If you want to see an example of (non-production quality) FHE used to serve a website, [spiralwiki.com](https://spiralwiki.com) allows you to use Wikipedia with FHE. The load times are a bit long, but it's an interesting demo. + ### OpenFHE In the interest of making FHE as accessible and open as possible, [OpenFHE](https://openfhe-development.readthedocs.io/en/latest/index.html) is an open-source library that offers efficient implementations of different FHE schemes, with the aim of making it easier for developers to implement FHE. From b3ec139a9517f13af131aa85c3a3bb93218a1df7 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Wed, 30 Jul 2025 08:44:20 -0500 Subject: [PATCH 35/67] add microsoft --- blog/posts/homomorphic-encryption.md | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index ee088f46..aedaf02c 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -135,10 +135,16 @@ In the interest of making FHE as accessible and open as possible, [OpenFHE](http ### IBM -IBM were one of the first companies to release an open source FHE library. Their [HElib](https://github.com/homenc/HElib) was mentioned in several papers and drove the field of FHE forward. As a cloud-focused company it makes a lot of sense that they would want to protect their customers' and their customers' customers' data as much as possible, and making efficient FHE ought to be at the top of their priority list. +IBM were one of the first companies to release an open source FHE library in 2013. Their [HElib](https://github.com/homenc/HElib) was mentioned in several papers and drove the field of FHE forward. As a cloud-focused company it makes a lot of sense that they would want to protect their customers' and their customers' customers' data as much as possible, and making efficient FHE ought to be at the top of their priority list. IBM offers FHE as part of its [security consulting services](https://www.ibm.com/services/security) so companies can transition to more secure data processing. They also offer an [SDK](https://ibm.github.io/helayers/) so developers can easily implement their data processing needs with FHE capabilities. +### Microsoft + +Microsoft released its open source FHE library next, called [SEAL](https://www.microsoft.com/en-us/research/project/microsoft-seal/). + +Microsoft uses FHE for their Password Monitor feature for the [password manager](https://www.microsoft.com/en-us/research/blog/password-monitor-safeguarding-passwords-in-microsoft-edge/) in Edge, which checks if your password has been found in a public data breach. + ### Apple Apple is making use of [FHE](https://machinelearning.apple.com/research/homomorphic-encryption) mainly for privately looking up info on a server. From 2156965a006e9eb1f9af2762547d0a9f5fd1b618 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Wed, 30 Jul 2025 08:49:13 -0500 Subject: [PATCH 36/67] fix typo --- blog/posts/homomorphic-encryption.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index aedaf02c..43bab3c6 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -79,7 +79,7 @@ It's funny seeing the concerns of the time. A given example is a loan company th One of the suggestions is to use modified hardware that can decrypt data for the CPU to process. The idea of using secure hardware to protect user data is currently in use through Confidential Computing and the use of secure enclaves in the CPU to separate out the data of different users. -The second solution they propose is a solution that doesn't require decryption of user data at all, which they call "privacy homomorphisms". The examles they give theoretically allow for addition, subtraction, multiplication, and division on encrypted data, although they state in the paper that many of them are likely not secure. +The second solution they propose is a solution that doesn't require decryption of user data at all, which they call "privacy homomorphisms". The examples they give theoretically allow for addition, subtraction, multiplication, and division on encrypted data, although they state in the paper that many of them are likely not secure. Notably, the schemes mentioned allow only for *either* addition and subtraction *or* multiplication and division, which means if you want to do both you need to decrypt the data. Since these schemes can only perform one type of operation or the other, they're considered *partially homomorphic*. From f93aec73fc7b0500450115c047f297de8d43ada5 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Wed, 30 Jul 2025 08:52:11 -0500 Subject: [PATCH 37/67] add more detail to future --- blog/posts/homomorphic-encryption.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 43bab3c6..4af531d4 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -167,7 +167,7 @@ I'd like to see Google openly using FHE in their products, they seem to bizarrel ## Looking Toward the Future of FHE -Lots of companies are working toward [standardizing](https://www.iso.org/standard/87638.html) and accelerating the adoption of FHE. +Lots of companies are working toward [standardizing](https://www.iso.org/standard/87638.html) and accelerating the adoption of FHE. Dedicated FHE hardware promises to increase the speed of FHE computations to be practical to use on many more applications, and we're seeing a big effor toward making it more and more accessible for developers to impelement. ### HomomorphicEncryption.org From e135917c9315840e4446a9ba50c955ac07f595af Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Wed, 30 Jul 2025 09:17:47 -0500 Subject: [PATCH 38/67] fix typo --- blog/posts/homomorphic-encryption.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 4af531d4..54295dac 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -167,7 +167,7 @@ I'd like to see Google openly using FHE in their products, they seem to bizarrel ## Looking Toward the Future of FHE -Lots of companies are working toward [standardizing](https://www.iso.org/standard/87638.html) and accelerating the adoption of FHE. Dedicated FHE hardware promises to increase the speed of FHE computations to be practical to use on many more applications, and we're seeing a big effor toward making it more and more accessible for developers to impelement. +Lots of companies are working toward [standardizing](https://www.iso.org/standard/87638.html) and accelerating the adoption of FHE. Dedicated FHE hardware promises to increase the speed of FHE computations to be practical to use on many more applications, and we're seeing a big effor toward making it more and more accessible for developers to implement. ### HomomorphicEncryption.org From 5615513d6b514dd732146df9c7e586b3851b9a3c Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Wed, 30 Jul 2025 09:18:00 -0500 Subject: [PATCH 39/67] fix typo --- blog/posts/homomorphic-encryption.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 54295dac..1bcc4816 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -167,7 +167,7 @@ I'd like to see Google openly using FHE in their products, they seem to bizarrel ## Looking Toward the Future of FHE -Lots of companies are working toward [standardizing](https://www.iso.org/standard/87638.html) and accelerating the adoption of FHE. Dedicated FHE hardware promises to increase the speed of FHE computations to be practical to use on many more applications, and we're seeing a big effor toward making it more and more accessible for developers to implement. +Lots of companies are working toward [standardizing](https://www.iso.org/standard/87638.html) and accelerating the adoption of FHE. Dedicated FHE hardware promises to increase the speed of FHE computations to be practical to use on many more applications, and we're seeing a big effort toward making it more and more accessible for developers to implement. ### HomomorphicEncryption.org From 162b71a6ef2cbc4888d534e08a73967b46bb4096 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Wed, 30 Jul 2025 09:18:58 -0500 Subject: [PATCH 40/67] fix typo --- blog/posts/homomorphic-encryption.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 1bcc4816..0cbf3edc 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -193,7 +193,7 @@ Intel's [HERACLES](https://community.intel.com/t5/Blogs/Tech-Innovation/Data-Cen Intel also released an [SDK](https://github.com/IntelLabs/encrypted-computing-sdk) to allow developers to easily develop FHE solutions for different architectures, with hopes to eventually integrate with Google's [HEIR](https://heir.dev) compiler. -They also developed a [FHE library](https://www.intel.com/content/www/us/en/developer/articles/technical/homomorphic-encryption/accelerating-homomorphic-encryption-for-fpga.html) for Field-Programmable Gate Arrays (FPGAs), essentially a circuit that can have its logic reprogrammed after manufacturing. While not offering the same efficiency as dedicated hardware, they could act as a stopgap while ASICs and hardware accelerators for FHE are finialized. +They also developed a [FHE library](https://www.intel.com/content/www/us/en/developer/articles/technical/homomorphic-encryption/accelerating-homomorphic-encryption-for-fpga.html) for Field-Programmable Gate Arrays (FPGAs), essentially a circuit that can have its logic reprogrammed after manufacturing. While not offering the same efficiency as dedicated hardware, they could act as a stopgap while ASICs and hardware accelerators for FHE are finalized. #### Mx^80 FracTLcore From 6072fe34d3658ec4476ac4aeee7bd992be81e5b9 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Wed, 30 Jul 2025 10:24:53 -0500 Subject: [PATCH 41/67] add annotation --- blog/posts/homomorphic-encryption.md | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/blog/posts/homomorphic-encryption.md b/blog/posts/homomorphic-encryption.md index 0cbf3edc..efc35443 100644 --- a/blog/posts/homomorphic-encryption.md +++ b/blog/posts/homomorphic-encryption.md @@ -181,7 +181,10 @@ One of the main bottlenecks for adoption of FHE is the extra computation cost. In an effort to address this issue, DARPA introduced their [Data Protection in Virtual Environments (DPRIVE) program](https://www.darpa.mil/news/2021/homomorphic-encryption), working directly with four companies: Duality Technologies, Galois, SRI International, and Intel Federal. The end goal? To create hardware accelerators that can bring the speed closer to what the computations would be in plaintext. -Similar to [hardware-accelerated AES](https://www.ti.com/lit/ug/slau458f/slau458f.pdf?ts=1753712760177&ref_url=https%253A%252F%252Fduckduckgo.com%252F) we have in chips nowadays, these [hardware accelerators](https://spectrum.ieee.org/homomorphic-encryption) could enable FHE at speeds fast enough to be practical for most everyday computations. +Similar to [hardware-accelerated AES](https://www.ti.com/lit/ug/slau458f/slau458f.pdf?ts=1753712760177&ref_url=https%253A%252F%252Fduckduckgo.com%252F) we have in chips nowadays, these [hardware accelerators](https://spectrum.ieee.org/homomorphic-encryption) could enable FHE at speeds fast enough to be practical for most everyday computations.(1) +{ .annotate } + +1. This is an example of [Private Information Retrieval](https://crypto.stanford.edu/pir-library/) (PIR) #### BASALISC From e083ba689dc3dcf8ca00eabb30d61ed11a28df89 Mon Sep 17 00:00:00 2001 From: fria <138676274+friadev@users.noreply.github.com> Date: Sun, 3 Aug 2025 12:06:08 -0500 Subject: [PATCH 42/67] add cover image --- .../images/homomorphic-encryption/cover.png | Bin 0 -> 3007662 bytes blog/posts/homomorphic-encryption.md | 7 +++++-- 2 files changed, 5 insertions(+), 2 deletions(-) create mode 100644 blog/assets/images/homomorphic-encryption/cover.png diff --git a/blog/assets/images/homomorphic-encryption/cover.png b/blog/assets/images/homomorphic-encryption/cover.png new file mode 100644 index 0000000000000000000000000000000000000000..b6b98321c2074f3d9b14ae282281b23432b32092 GIT binary patch literal 3007662 zcmbrlWmsI@vM$<4@dT+50@_$9?Yo)m>v$y){cljX8(JYilauVo_lM003MSWqDly0J9GOKqJOLdv2Kn zRLVX7V0tPW`v3rV&mDMuNFUkpr~v@f1}A+ZUn325Fukz=Hugh=HT=Ra`&|kId6!yFT@Va 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