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AI-powered honeypots: Turning the tables on malicious AI agents

ID: a511c560-ecd0-58ba-a5e4-bca8d582e32e

STIX ID: report--a511c560-ecd0-58ba-a5e4-bca8d582e32e

Feed Name: Cisco Talos

Date Published: 2026-04-29

Date Updated: 2026-04-29

Author: Martin Lee

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This write-up demonstrates using generative AI to create scalable, adaptive honeypots that impersonate computing environments (e.g., Linux shells or IoT devices) by forwarding attacker input to a ChatGPT instance guided by bespoke system prompts. The author provides runnable Python examples for a TCP listener, a simple authentication gate, conversation-history handling, and system prompts to make the AI behave like specific devices, arguing defenders can exploit AI-driven attackers' lack of awareness to deceive, observe, and study automated threats.

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