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AIxploit: From Lucky Phrasing to a Map of the Attack Surface

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AIxploit: From Lucky Phrasing to a Map of the Attack Surface

Trend Micro's research team created AIxploit, a framework designed to systematically identify and map vulnerabilities in artificial intelligence (AI) agent systems through structured attack testing. The tool moves beyond ad hoc prompt testing to provide a methodical approach for discovering AI-native attack surfaces.

Why it matters: Security teams responsible for deploying AI agents need systematic methods to discover vulnerabilities before production use; this framework helps practitioners move beyond trial-and-error testing to identify exploitable weaknesses.

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