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。

• https://blog.cryptographyengineering.com/2025/01/17/lets-talk-about-ai-and-end-to-end-encryption/

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）。

• https://ethresear.ch/t/falcon-as-an-ethereum-transaction-signature-the-good-the-bad-and-the-gnarly/21512

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。

• https://mirror.xyz/lisaakselrod.eth/5XJlZub-PJUpTXH7_shIEjr_z-R61-X_JfjXxnmIwEM

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

• https://docsend.com/view/xbyqejajrgs7qiek

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。

• https://github.com/bagel-org/ZKLoRA

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。

• https://mirror.xyz/privacy-scaling-explorations.eth/zRM7qQSt_igfoSxdSa0Pts9MFdAoD96DD3m43bPQJT8

Updates

SP1 Turbo (v4.0.0)

• https://blog.succinct.xyz/sp1-turbo/

Fermat's Little Theorem & Modular Inverses || zero-knowledge math prerequisites

• https://www.youtube.com/watch?v=IvN-ZvfPNjM

Papers

Integer Commitments, Old and New Tools

• https://eprint.iacr.org/2025/081

Arbitrary-Threshold Fully Homomorphic Encryption with Lower Complexity

• https://eprint.iacr.org/2025/084

poqeth: Efficient, post-quantum signature verification on Ethereum

• https://eprint.iacr.org/2025/091

Public-Key Quantum Money From Standard Assumptions (In The Generic Model)

• https://eprint.iacr.org/2025/092

A Survey on Transciphering and Symmetric Ciphers for Homomorphic Encryption

• https://eprint.iacr.org/2025/093

Multi-Key Homomorphic Secret Sharing

• https://eprint.iacr.org/2025/094

Non-Interactive Distributed Point Functions

• https://eprint.iacr.org/2025/095

Simultaneous-Message and Succinct Secure Computation

• https://eprint.iacr.org/2025/096

Available Attestation: Towards a Reorg-Resilient Solution for Ethereum Proof-of-Stake

• https://eprint.iacr.org/2025/097

Zero-Knowledge Proofs of Quantumness

• https://eprint.iacr.org/2025/100

A practical distinguisher on the full Skyscraper permutation

• https://eprint.iacr.org/2025/102

Twist and Shout: Faster memory checking arguments via one-hot addressing and increments

• https://eprint.iacr.org/2025/105

NTRU+Sign: Compact NTRU-Based Signatures Using Bimodal Distributions

• https://eprint.iacr.org/2025/106

A Formal Treatment of Homomorphic Encryption Based Outsourced Computation in the Universal Composability Framework

• https://eprint.iacr.org/2025/109

Verification-efficient Homomorphic Signatures for Verifiable Computation over Data Streams

• https://eprint.iacr.org/2025/110

Post-Quantum Stealth Address Protocols

• https://eprint.iacr.org/2025/112

Post-Quantum Threshold Ring Signature Applications from VOLE-in-the-Head

• https://eprint.iacr.org/2025/113