CuraSec

tag: Security-Research · 2 items

Learn Diagnostic Framework for Long-Horizon Security LLM Agent Failures
2026-08-24 · arXiv cs.CR · source ↗ #llm-agents#security-research#ai-evaluation
  • Engineer — Learn: Academic research introducing checkpoint-based diagnostics for multi-step security AI agents; relevant if you are building or evaluating agentic security tooling, but no immediate change to running systems is required.
  • SOC/IR — Skip
  • Leader — Skip
Learn archived AI Is Disrupting Vulnerability Research and Disclosure Culture
2026-07-16 · HN (vulnerability) · source ↗ #ai-security#vulnerability-disclosure#security-research
  • Engineer — Learn: Conceptual piece on how AI tooling is shifting both who finds bugs and how disclosure norms evolve; worth reading to anticipate how the vulnerability pipeline feeding your patch queue may change, but no immediate system change required.
  • SOC/IR — Skip
  • Leader — Learn: AI-driven changes to vulnerability discovery rates and disclosure culture have long-horizon implications for risk registers and vendor-attestation expectations; useful background for future board or audit conversations about AI in the security ecosystem.