同态加密 英语是什么意思 - 英语翻译

• homomorphic encryption

在 中文 中使用 同态加密 的示例及其翻译为 英语

同态加密是安全性和隐私的圣杯，因为它消除了巨大的挑战。
Homomorphic encryption is the Holy Grail of security and privacy since it removes huge challenges.

至于同态加密-一种允许对加密数据进行计算的加密形式--它有点慢，计算量也很高。
As for homomorphic encryption- a form of encryption that allows computation on encrypted data- it's somewhat slow and computationally demanding.

目前的同态加密有两种，部分同态加密(PartialHomomorphicEncryption)和完全同态加密(FullyHomomorphicEncryption)。
The two types of homomorphic encryption algorithms that exist are the Partial Homomorphic Encryption(PHE) and Fully Homomorphic Encryption(FHE).

同态加密将很快被部署于金融领域，以保护敏感的银行数据。
Homomorphic encryption will be deployed soon in the financial sector to protect sensitive banking data.

同态加密是一种解决该问题的新思想，允许用户在不解密的情况下处理数据。
Homomorphic encryption is a new idea to solve this problem, allowing users to process data without decryption.

霍瓦特说，同态加密很快将帮助大公司在需要在多方计算环境中共享信息时保护它们的信息。
Homomorphic encryption soon will help large companies protect their information at times when they need to share it in a multi-party computing environment, Horvath said.

通过零知识证明、同态加密、差分隐私等密码学技术实现最高级数据安全保障;
Guarantee user data privacy: achieve the highest level of data security through cryptographic techniques such as zero-knowledge proof, homomorphic encryption, and differential privacy;

对于初学者来说，基于软件的解决方案，同态加密和多方计算，在实施之前可能需要新的应用程序逻辑。
For starters, both software-based solutions, Homomorphic Encryption and Multi-Party Computation, may need new application logic before implementation.

同态加密是一种解决该问题的新思想，允许用户在不解密的情况下处理数据。
Homomorphic encryption is a new idea that solves that problem, allowing users to process data without decrypting it.

同态加密和多方计算（Homomorphicencryptionandmulti-partycomputation）：为了实用性，仍然需要不断的改进。
Homomorphic encryption and multi-party computation: ongoing improvements are still required for practicality.

另一种保护隐私的机器学习技术--同态加密--没有这些缺点，但它离完美也还很远。
An alternative privacy-preserving machine learning technique- homomorphic encryption- suffers from none of those shortcomings, but it's far from an ace in the hole.

同态加密允许对加密数据进行处理，使我们能够使用这些服务而不暴露我们的私人信息。
Homomorphic encryption, which allows processing of encrypted data, gives us the ability to use these services without exposing our private information.

年，IBM的CraigGentry创建了第一个完全同态加密方案。
In 2009, however, IBM researcher Craig Gentry came up with the first fully homomorphic encryption scheme.

诸如零知识证明（ZKPs）和zk-SNARK之类的密码学技术已经使用了同态加密。
Cryptographic techniques such as Zero Knowledge Proofs(ZKPs) and zk-SNARKs already use homomorphic encryption.

IBM高级研究科学家FlavioBergamaschi研究了使用边缘硬件实现同态加密操作的方法。
IBM senior research scientist Flavio Bergamaschi has investigated the use of hardware at the edge to implement homomorphic encryption operations.

他的研究着眼于令用户重掌数据控制权、云计算安全与隐私所面临的挑战、数据溯源和同态加密。
His research focusses on returning data control to users, and challenges in cloud computing security and privacy, data provenance, and homomorphic encryption.

有许多技术需要探索，例如零知识证明和zk-snarks/starks，可信执行环境，安全的多方计算和完全同态加密。
There are many technologies to explore, such as zero-knowledge proofs and zk-snarks/starks, trusted execution environments, secure multi-party computation and fully homomorphic encryption.

目前的同态加密有两种，部分同态加密(PartialHomomorphicEncryption)和完全同态加密(FullyHomomorphicEncryption)。
There are two types of homomorphic encryption: fully homomorphic encryption(FHE) and somewhat homomorphic encryption(SHE).

霍瓦特说，同态加密在技术上是可行的，但是这个过程涉及复杂的乘法和加法过程，因此大多数解决方案都是不完整的。
Homomorphic encryption is technically feasible, Horvath says, but the process involves such complex multiplication and addition processes that most solutions are incomplete.

这些工具为我们提供了一种新的功能：全同态加密(FHE)，它可以在任何深度的电路上使用，只受用户的耐心限制。
These tools give us a new capability: fully homomorphic encryption(FHE) that is usable on circuits of any depth, limited only by the user's patience.

安全专家正在研究在加密领域的几个不同的令人兴奋的技术进步，包括EllipticCurve加密(ECC)，同态加密，量子计算。
Security professionals are working on a few different exciting technological advances in the encryption field, including Elliptic Curve Cryptography(ECC), homomorphic encryption, and quantum computation.

IBM去年表示也在开发自己的同态加密技术。
IBM said last year it also is working on its own homomorphic encryption technology.

在密码学的其他领域也有一些有趣的发展，比如完全同态加密和量子密码学。
There are interesting developments in other areas of cryptography too, such as fully homomorphic encryption and quantum cryptography.

它们具有很强的安全性，可以进行密钥交换，数字签名以及完全同态加密等更复杂的构造。
Lattices posses strong security reductions, are capable of key exchanges, digital signatures, as well as more complex features like full homomorphic encryption.

当Gentry创建他的同态加密方案时，他预测这将是实用前的另一个十年。
At the time Gentry created his Homomorphic Encryption scheme, he predicted it would be another decade before it became practical.

它们具有很强的安全性，能够进行密钥交换、数字签名，以及构造出像全同态加密这样复杂的算法。
They have strong security reductions and are capable of key exchanges, digital signatures, and far more sophisticated constructions like fully homomorphic encryption.

新方法涉及将同态加密与其他两种技术集成到开发人员称为“功能加密方案”的解决方案中。
The new method involves stitching homomorphic encryption with two other techniques into what the researchers call a"functional-encryption scheme.".

现今使用和研究的3种主要安全计算的形式：同态加密（HE），安全多方计算（MPC）和零知识证明（ZKP）。
There are 3 main forms of secure computation being used and researched today: homomorphic encryption(HE), secure multi-party computation(MPC), and zero knowledge proofs(ZKPs).

他们利用较小的数据组以及一种叫作“同态加密”的方法，在10分钟左右就可以找到与疾病相关联的基因变异。
Working with small data sets, and using a method known as homomorphic encryption, they could find disease-associated gene variants in about ten minutes.

例如，一种名为同态加密的新兴加密方法可以允许组织-最终是您-访问和分析敏感的个人数据而无需解密。
For instance, an emerging cryptographic method called homomorphic encryption could allow organizations- and eventually you- to access and analyze sensitive personal data without decrypting it.