惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

M
MIT News - Artificial intelligence
雷峰网
雷峰网
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
Last Week in AI
Last Week in AI
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
阮一峰的网络日志
阮一峰的网络日志
月光博客
月光博客
博客园 - Franky
腾讯CDC
T
Tailwind CSS Blog
Recent Announcements
Recent Announcements
V
V2EX
N
Netflix TechBlog - Medium
量子位
Jina AI
Jina AI
Y
Y Combinator Blog
The GitHub Blog
The GitHub Blog
G
Google Developers Blog
爱范儿
爱范儿
博客园 - 叶小钗
D
Docker
MongoDB | Blog
MongoDB | Blog
D
DataBreaches.Net
T
The Blog of Author Tim Ferriss

Hacker News: Show HN

PurrrrrFocus: Pomodoro Timer App - App Store Workflow Engine — Multi-Step Orchestration for Bun RapidPhoto: Pro Photo Editor App - App Store GitHub - DheerG/swarms: Achieve extraordinary results with claude code across a variety of tasks SPICE simulation → oscilloscope → verification with Claude Code — Lucas Gerads Show HN: VCoding – A 5 MB native Windows IDE with no dynamic dependencies Show HN: LLMs don't hallucinate because they're bad at math, it's the format GitHub - Agent-FM/agentfm-core: AgentFM is a peer-to-peer network that turns everyday computers into a decentralized AI supercomputer. AgentFM lets you run massive AI workloads directly across a global mesh of idle CPUs and GPUs. Show HN: Tracking Top US Science Olympiad Alumni over Last 25 Years GitHub - Potarix/agent-hub: One place to talk to all your agents Show HN: Runtime security for AI agents(injection,tool abuse, data exfiltration) GitHub - dubeyKartikay/lazyspotify: Terminal Spotify client for macOS and Linux GitHub - the-banana-tool/king-louie: Easy to use GUI Personal AI Assistant. Win/Linux/Mac. Show HN I made my vacation rental bookable by AI agents–no Airbnb, 0% commission GitHub - basteez/jsf-autoreload: maven plugin to enable hot reload on jsf projects uvm32/hosts/host-gdbstub at main · ringtailsoftware/uvm32 GitHub - labsai/EDDI: Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus. GitHub - glitchnsec/fortyone-oss: AI Executive Assistant Platform Quickstart | Alien GitHub - muxshed/shed: One stream in, or many. Every destination, simultaneously. No cloud middleman, no per-channel fees, no limits. GitHub - ocrbase-hq/ocrbase: 📄 PDF/IMG ->.MD/JSON Document OCR API for PaddleOCR and GLMOCR. Self-hostable. GitHub - impactjo/home-memory: MCP server that lets your AI assistant remember everything about your home. GitHub - Sets88/dbcls: DbCls is a powerful terminal database client that supports various databases GitHub - neptun2000/heor-agent-mcp GitHub - SeanFDZ/macmind: Single-layer transformer in HyperTalk for the classic Macintosh RollQuation: Math Puzzles - Apps on Google Play GitHub - dropbox/witchcraft Show HN: Agent-cache – Multi-tier LLM/tool/session caching for Valkey and Redis GitHub - opentalon/opentalon: OpenTalon is an open-source platform built from the ground up in Go as a robust alternative to OpenClaw LinkedIn™ 职位抓取工具 - Chrome 应用商店
MRS-AUTH: A Hybrid Post-Quantum Key Encapsulation Mechani...
el Issaoui, Bilal · 2026-06-16 · via Hacker News: Show HN

Published June 9, 2026 | Version v2

Other Open

Description

MRS-AUTH

RESEARCH PHASE/ASSUMPTIONS — NO NIST/IETF CERTIFICATION

post-quantum security with a novel cryptographic layer derived from the theory of

linear Diophantine representation systems. The construction combines three components:

(1) a post-quantum KEM (Kyber) for key encapsulation,

(2) an MRS chain, a deterministic structured traversal of the solution space of N = 19A + 9B — as an entropy source fed through HKDF modelled as a Random Oracle.

And (3) AES-GCM for authenticated encryption. The session key is formed as the XOR of the KEM-derived key and the MRS-derived master key.

The central mathematical insight is that the minimal coefficient A₀ of any representation N = 19A + 9B equals the digital root dr(N), a consequence of the congruence 19 ≡ 1 (mod 9).

This property is scale-invariant and extends canonically to three-dimensional systems pA + qB + rC under mild divisibility conditions. The resulting MRS chain is fully deterministic yet cryptographically opaque after HKDF compression, bridging structural predictability with entropic security.

The MRS-AUTH-KEM achieves IND-CCA2 security under three standard assumptions:

IND-CCA2 security of the underlying KEM, the Random Oracle Model for HKDF, and IND-CPA security of AES-GCM. The security reduction proceeds via a four-game hybrid argument, formalized in EasyCrypt. The adversary's advantage is bounded by 2 · negl(λ), and breaking the scheme requires simultaneously defeating both Kyber and the MRS chain providing a concrete, quantifiable security margin beyond existing hybrid constructions.

Domain separation between HKDF contexts prevents cross-context collisions, and the scale-invariance of the digital root ensures that the anchor A₀ remains stable under all system extensions.

RESEARCH PHASE — NO NIST/IETF CERTIFICATION

Files

MRS_AUTH_Presentation.pdf

Files (719.1 kB)

Additional details

Multiple Representation Systems Authentication
I-depot registration 159886