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VRT Revision for AI Application Security Category #455

@ChaoticCooties

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@ChaoticCooties

Hello,

Given the limited ratings we currently have in the AI Application Security category, I’d like to propose a revised set of vulnerability classes that better capture the current threat landscape in AI systems:

Severity VRT Category Specific Vulnerability Name Variant/Affected Function
P1 AI Application Security Training Data Poisoning Backdoor Injection / Bias Manipulation
P1 AI Application Security Model Extraction API Query-Based Model Reconstruction
P1 AI Application Security Sensitive Information Disclosure Cross-Tenant PII Leakage/Exposure
P1 AI Application Security Remote Code Execution Full System Compromise
P1 AI Application Security Sensitive Information Disclosure Key Leak
P2 AI Application Security Remote Code Execution Sandboxed Container Code Execution
P2 AI Application Security Prompt Injection System Prompt Leakage
P2 AI Application Security Vector and Embedding Weaknesses Embedding Exfiltration / Model Extraction
P2 AI Application Security Denial-of-Service (DoS) Application-Wide
P3 AI Application Security Vector and Embedding Weaknesses Semantic Indexing
P3 AI Application Security Improper Output Handling Cross-Site Scripting (XSS)
P4 AI Application Security Improper Output Handling Markdown/HTML Injection
P4 AI Application Security AI Safety Misinformation / Wrong Factual Data
P4 AI Application Security Insufficient Rate Limiting Query Flooding / API Token Abuse
P4 AI Application Security Denial-of-Service (DoS) Tenant-Scoped
P4 AI Application Security Adversarial Example Injection AI Misclassification Attacks
P5 AI Application Security Improper Input Handling ANSI Escape Codes
P5 AI Application Security Improper Input Handling Unicode Confusables
P5 AI Application Security Improper Input Handling RTL Overrides

I’d love to hear your thoughts/feedback and whether we can formalize these changes.
Thanks.

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