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Cheat sheet

Why AI Vulnerabilities Don’t Look Like Code Bugs

AI-native apps and the “black box” nature of LLMs break the assumptions of traditional security testing. This cheat sheet explores how to secure this new, constantly shifting attack surface that traditional tools miss. 

Download this cheat sheet to learn: 

  • Why traditional testing can’t validate new attack classes, like prompt injection and data exfiltration.

  • Key strategies for modern AI testing that prioritize real risk and eliminate false positives. 

  • Tips for shifting left for AI and finding vulnerabilities earlier.

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