Source-planned honeypots for LLM agents lure attackers to shadow
Static source-planned honeypots route confirmed attacker requests to isolated shadow copies, reducing real-target compromises from 26/40 to 5/40 on CVE-Bench.
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Stories tagged #honeypots
Eleven deception technology solutions evaluated for 2026
Buyer’s guide reviews tools on decoy realism and lateral movement coverage with four now in larger portfolios.
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PHP2Shell attack attempts began before public disclosure
AWS honeypots logged attempts four days before patches; operators are told to review logs from October 17.
CISA wants critical infrastructure orgs and smaller security teams to start using cyber decoys
CISA released guidance, "Using Cyber Decoys to Strengthen Detection and Response," helping resource-constrained teams deploy honeytokens and honeypots with existing tools.
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CISA Releases Guidance on Deploying Cyber Decoys
CISA issued guidance on deploying honeypots, honeytokens, and decoy systems to detect adversaries and gather threat intelligence in critical infrastructure.
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LLM-Based Penetration Testing in the Presence of Honeypots
Studies honeypot-aware budget allocation for LLM attack agents, showing detector-guided policies let agents skip deception and compromise real hosts efficiently.