Modern QA2026Security Testing for AI Applications: The New Attack Surface
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Security Testing for AI Applications: The New Attack Surface

🎯 Interview Q&A 30AIAPISQLPlaywrightSecurityPerformanceMobileAccessibilityCI/CDGitLinuxAgileStrategyCareer

Your AI features are an attack surface. Learn to break them before someone else does — from prompt injection to retrieval poisoning, with hands-on labs.

Chapter 1 is free. Locked chapters show their outline — read everything with a subscription, or own the book via Leanpub.

01freePart I: FoundationsThe AI Security Landscape2 interview · 9 sections02🔒Part I: FoundationsSetting Up Your Security Testing Environment2 interview · 7 sections03🔒Part II: Owasp Llm Top 10 Deep DivePrompt Injection -- The SQL Injection of AI (LLM01)2 interview · 10 sections04🔒Part II: Owasp Llm Top 10 Deep DiveInsecure Output Handling and Model Denial of Service (LLM02, LLM04)2 interview · 10 sections05🔒Part II: Owasp Llm Top 10 Deep DiveSupply Chain, Overreliance, and Model Theft (LLM05-LLM10)2 interview · 13 sections06🔒Part III: Ai-Specific Attack TechniquesJailbreak Testing Workshop2 interview · 12 sections07🔒Part III: Ai-Specific Attack TechniquesData Leakage Detection2 interview · 11 sections08🔒Part III: Ai-Specific Attack TechniquesRAG System Security Audit2 interview · 9 sections09🔒Part IV: Traditional Security Through The Ai LensOWASP Top 10 Meets AI -- How AI Amplifies Traditional Vulnerabilities2 interview · 9 sections10🔒Part IV: Traditional Security Through The Ai LensSAST, DAST, and SCA Pipeline Integration2 interview · 11 sections11🔒Part V: Security Program And ComplianceThreat Modeling for AI Features with STRIDE2 interview · 11 sections12🔒Part V: Security Program And ComplianceAI Regulation and Compliance Testing2 interview · 12 sections13🔒Part V: Security Program And ComplianceBuilding a Comprehensive AI Security Testing Program2 interview · 11 sections14🔒Part VI: Capstone And ReferenceCapstone Project -- Complete Security Audit of an AI Application2 interview · 10 sections15🔒Part VI: Capstone And ReferenceGlossary1 interview · 3 sections16🔒Part VI: Capstone And ReferenceFurther Reading and Resources1 interview · 4 sections17🔒Part VI: Capstone And ReferenceAppendix A: Complete AI Security Testing Checklist0 interview · 11 sections18🔒Part VI: Capstone And ReferenceAppendix B: Interview Preparation -- Security Testing for AI0 interview · 1 sections

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