Highlights
Let’s talk about AI and end-to-end encryption
文章探讨了 AI 对端到端加密隐私的威胁，分析本地与云端处理的挑战，并提出信任硬件等可能的解决方案。
The article examines AI's impact on end-to-end encryption, challenges of local vs. cloud processing, and potential solutions like trusted hardware.
Falcon as an Ethereum Transaction Signature: The Good, the Bad, and the Gnarly
该提案探讨将 Falcon 签名用于以太坊交易的可行性，分析其优点（紧凑性、高效验证）、缺点（实现复杂性）及挑战（签名聚合）。
The proposal evaluates Falcon signatures for Ethereum transactions, highlighting benefits (compactness, efficient verification), drawbacks (implementation complexity), and challenges (signature aggregation).
Pairings coming out
文章深入解析配对运算的数学基础，包括椭圆曲线、除子及有理函数，揭示其在密码学中的关键作用，强调其并非神秘，仅是数学应用。
The article explores the math behind pairings, focusing on elliptic curves, divisors, and rational functions, highlighting their pivotal role in cryptography as practical math applications.
The State Of FHE Report
这份报告主要涵盖：概览、市场调研、几位行业专家的话、附录
This report includes: overview, market study, industry experts, appendix
A zero knowledge protocol that allows verification of LoRA fine-tuning of open source AI models, in 1-2 seconds.
注：低秩自适应（LoRA）是一种广泛采用的定制大规模语言模型的方法。
Note: Low-Rank Adaptation (LoRA) is a widely adopted method for customizing large-scale language models.
Self-Sovereign Identity & Programmable Cryptography: Challenges Ahead
文章探讨去中心化自我主权身份（SSI）的技术与社会挑战，重点分析隐私保护密码学（如ZKP）及其在身份验证、互操作性、量子安全等方面的应用与未来路径。
The article examines decentralized Self-Sovereign Identity (SSI) challenges, focusing on privacy-preserving cryptography (e.g., ZKP), addressing identity verification, interoperability, post-quantum security, and potential future developments.
Updates
SP1 Turbo (v4.0.0)
Fermat's Little Theorem & Modular Inverses | | zero-knowledge math prerequisites
Papers
Integer Commitments, Old and New Tools
Arbitrary-Threshold Fully Homomorphic Encryption with Lower Complexity
poqeth: Efficient, post-quantum signature verification on Ethereum
Public-Key Quantum Money From Standard Assumptions (In The Generic Model)
A Survey on Transciphering and Symmetric Ciphers for Homomorphic Encryption
Multi-Key Homomorphic Secret Sharing
Non-Interactive Distributed Point Functions
Simultaneous-Message and Succinct Secure Computation
Available Attestation: Towards a Reorg-Resilient Solution for Ethereum Proof-of-Stake
Zero-Knowledge Proofs of Quantumness
A practical distinguisher on the full Skyscraper permutation
Twist and Shout: Faster memory checking arguments via one-hot addressing and increments
NTRU+Sign: Compact NTRU-Based Signatures Using Bimodal Distributions
A Formal Treatment of Homomorphic Encryption Based Outsourced Computation in the Universal Composability Framework
Verification-efficient Homomorphic Signatures for Verifiable Computation over Data Streams
Post-Quantum Stealth Address Protocols
Post-Quantum Threshold Ring Signature Applications from VOLE-in-the-Head
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