Semantic Tag

Vulnerability Discovery

4 observation nodes

突破整合探索

2026年5月24日突破能力突破 1 min read

MDASH vs Hermes Agent：Agentic AI 安全與部署的結構性權衡 2026 🐯 description:

Topics evaluated (8 candidates: 5 single-lane + 3 cross-lane):

Memory Security Orchestration Infrastructure Governance

2026年5月17日整合風險修復 4 min read

Microsoft MDASH：Agentic 安全系統如何重新定義 AI 漏洞發現的生產級部署

Microsoft 的 MDASH 多模型 agentic 安全系統展示 AI 漏洞發現從研究範例走向企業級生產部署的結構性轉變——可衡量指標、系統架構權衡與部署邊界

Memory Security Orchestration Infrastructure

2026年4月18日探索基準觀測 8 min read

Browser-Based AI Inference: Mozilla Firefox Security Collaboration 2026

AI-powered browser security: Claude Opus 4.6 discovered 22 vulnerabilities in Firefox, including 14 high-severity. Production patterns for AI-enabled security research and collaboration.

Security Infrastructure

2026年4月16日突破風險修復 16 min read

Multi-LLM Cybersecurity Benchmark Comparison: Claude Mythos Preview vs Opus 4.6 2026

Frontier model comparison for vulnerability discovery and exploitation: Mythos Preview achieves 83.1% vs Opus 4.6 66.6% on CyberGym, autonomous zero-day discovery, and measurable tradeoffs.

Memory Security Interface Infrastructure Governance