1
Python Now Has a Post-Quantum Encryption Library
后量子加密落地Python，pip一键安装ML-KEM，安全升级触手可及
This is good : Post-quantum cryptography is now one pip-install away for the entire Python ecosystem. With funding from the Sovereign Tech Agency , we…
2
Soft Redaction of Image Provenance via Zero-Knowledge Proofs
用零知识证明给图像溯源加上“可编辑”能力，既保真又护隐私。
arXiv:2608.07063v1 Announce Type: cross Abstract: Content provenance standards, such as C2PA, are increasingly used to attach signed records of origin…
3
Mythos attack on 3rd-round PQC algorithm candidate puts it out of commission
Mythos攻击揭开了第三轮PQC候选算法HAWK的致命弱点，多年未被发现的密码学漏洞导致算法失效。
HAWK withstood years of testing that had yet to uncover a fatal weakness found through Mythos.
4
Cryptographic certificates of validity for trustworthy AI
用密码学证书为AI行为提供可信证明，在形式验证与加密认证间找到新平衡点。
arXiv:2606.23768v1 Announce Type: cross Abstract: We propose cryptographic certificates of validity for agentic AI systems. The core idea is to formal…
5
Show HN: Source-available post-quantum messenger – crypto core on GitHub
纯Swift实现的后量子加密Kyber768，开源可用，兼顾经典与现代密码学混合安全
Article URL: https://github.com/VeilusDigital/PhantomChatCrypto Comments URL: https://news.ycombinator.com/item?id=48655037 Points: 1 # Comments: 0
6
Sigil – tamper-evident audit and signed scopes for LLM prompts
用数学加密为LLM提示词加「数字封印」，防篡改审计，签名失败立刻中止执行
Article URL: https://github.com/mr-gl00m/sigil Comments URL: https://news.ycombinator.com/item?id=48580907 Points: 2 # Comments: 0
7
Show HN: BootProof – Cryptographically prove any GitHub repo boots locally
用密码学验证GitHub仓库能否本地运行，AI建议+BootProof证明，杜绝虚假环境检查。
Article URL: https://github.com/bootproof/bootproof Comments URL: https://news.ycombinator.com/item?id=48533564 Points: 3 # Comments: 0
8
AI Used to Decrypt Medieval Ciphers
AI机器学习解密中世纪笔纸密码，历史与技术的奇妙碰撞。
Researchers are using machine learning algorithms to decrypt historical pencil-and-paper ciphers.
9
The Intersection of Encryption and AI
前NSA员工与密码学泰斗的对话，揭示AI时代加密技术面临的新挑战与旧问题。
As part of their 20th Anniversary celebration, Dark Reading asked five cybersecurity industry leaders who wrote blogs or columns for them over the yea…
10
Blind PRNG Hijacking: An Undetectable Integrity-Preserving Attack Against LLM Watermarking
首次揭示LLM水印的PRNG信任假设漏洞，提出不可检测的完整性破坏攻击，颠覆现有安全认知。
arXiv:2605.28632v1 Announce Type: cross Abstract: Cryptographic watermarking is a leading defense for attributing text generated by large language mod…
11
I Built a Post-Quantum Cryptographic Identity SDK for AI Agents — Here's Why It Needs to Exist
后量子密码学为AI代理构建身份SDK，直击传统身份基础设施在智能体时代的根本性安全缺陷
Last week Gemini bought concert tickets autonomously. Claude can now control your browser. AI agents are signing into services, making purchases, and …
12
苹果发布底层加密库，推进 iPhone / Mac 后量子安全
苹果公开核心加密库corecrypto，为iPhone/Mac抵御量子计算威胁迈出关键一步
IT之家 5 月 23 日消息，科技媒体 9to5Mac 昨日（5 月 22 日）发布博文，报道称苹果公司在 GitHub 公布 corecrypto 代码仓库，并配套发布技术长文， 集中说明其后量子密码学工作如何落地到 iPhone、Mac 等产品。 本次更新延续苹果公司在 2024 年公开推进的…
13
Inevitable Encounters: Backdoor Attacks Involving Lossy Compression
揭秘有损压缩如何让RGB图像中的后门触发器失效，重新思考深度学习安全防线
arXiv:2603.13864v2 Announce Type: replace-cross Abstract: Real-world backdoor attacks often require poisoned datasets to be stored and transmitted bef…