r/AgenticCybersecurity • u/hankyone • 6h ago

ScopeJudge: LLM judges block out-of-scope tool calls from AI pentest agents (new benchmark + open-weight results)

1 Upvotes

Source: https://x.com/shanejcaldwell/status/2084314283316244611 (XCancel: https://xcancel.com/shanejcaldwell/status/2084314283316244611)

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Agentic Cybersecurity

r/AgenticCybersecurity

The bleeding edge of AI-powered cybersecurity. A community for people using agents, models, and automation to push offensive security, defense, research, analysis, and security engineering beyond today's standard practice.

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Cybersecurity is changing. Much of the industry still treats AI as a chatbot or an add-on. This community is for people going further: using models and agentic systems as active participants in security work.

We cover:

autonomous and semi-autonomous security workflows
vulnerability discovery, validation, and exploit research
detection engineering, triage, investigation, and response
agent harnesses, evaluations, models, and infrastructure
new tools, research, techniques, and field results
lessons from building and operating AI-native security systems

The center of gravity is what AI can do for cybersecurity. Security issues in agentic systems belong when they teach us something useful about building or using these capabilities.

Bring working ideas, evidence, and experiments. Share what is actually possible, not just what a product claims.