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Spy vs. spy: How GenAI is powering defenders and attackers

ID: 8fb48c6e-107d-5f8b-b40d-d24c1d49cc05

STIX ID: report--8fb48c6e-107d-5f8b-b40d-d24c1d49cc05

Feed Name: Cisco Talos

Date Published: 2025-12-04

Date Updated: 2026-04-27

Author: Nick Biasini

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This report surveys the evolving role of generative and agentic AI in cybersecurity, outlining how adversaries leverage AI for coding, phishing, evasion (including prompt-based anti-analysis in malware and DNS), and vulnerability discovery, while defenders apply it to threat intel processing, incident response, and proactive code analysis. It highlights the growing accessibility of uncensored/open-weight models, the potential surge in adversarial capability as models shrink, and the supporting role of technologies like MCP servers. The piece emphasizes that current AI-driven attacks still require significant human involvement and that expertise remains critical to effectively harness AI on both sides.

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