Vulnerability Intelligence
Writing High-Quality AI Vulnerability Reports
How to give vendors enough evidence to reproduce, assess, and fix an AI vulnerability without overstating the claim.
By PermsAI Editorial Team
Category
Vulnerability Intelligence
Evidence-led triage and analysis of vulnerabilities affecting AI models, frameworks, services, and dependencies.
Vulnerability Intelligence
Malicious Models and Repository Trust: A Triage Guide
How to triage an untrusted model repository using provenance, scanning, isolation, and evidence.
By PermsAI Editorial Team
Vulnerability Intelligence
Model File Formats and Unsafe Deserialization Risk
Why model formats and loaders matter when an AI system receives an untrusted artifact.
By PermsAI Editorial Team
Vulnerability Intelligence
Dependency Vulnerabilities in Popular LLM Frameworks
How to determine whether a vulnerability in an LLM framework or dependency actually affects your deployed AI application.
By PermsAI Editorial Team
Vulnerability Intelligence
Container and Sandbox Escapes in AI Workloads
A defensive method for analyzing containment escapes across AI code interpreters, training jobs, agents, and shared infrastructure.
By PermsAI Editorial Team
Vulnerability Intelligence
Vulnerability Management for GPU and AI Infrastructure
How to identify, prioritize, patch, mitigate, and verify vulnerabilities across GPU-backed AI infrastructure.
By PermsAI Editorial Team
Vulnerability Intelligence
CISA KEV and AI Systems: What Security Teams Should Track
How security teams can connect CISA KEV exploitation evidence to real AI infrastructure, exposure, ownership, and verification.
By PermsAI Editorial Team
Vulnerability Intelligence
CVSS for AI Vulnerabilities: Uses and Limits
A practical guide to using CVSS 4.0 for AI vulnerabilities without confusing technical severity with local risk.
By PermsAI Editorial Team
Vulnerability Intelligence
Prompt Injection Vulnerability Disclosures: An Evidence Framework
An evidence framework for distinguishing model behavior, product weakness, boundary failure, and actionable prompt-injection vulnerability disclosures.
By PermsAI Editorial Team
Vulnerability Intelligence
SSRF Vulnerabilities in AI Tools: Triage and Mitigation
A defensive workflow for deciding whether an SSRF advisory affects an AI fetcher, proving reachability, applying mitigations, and verifying closure.
By PermsAI Editorial Team
Vulnerability Intelligence
How to Read an AI Security Advisory
A hands-on worksheet for mapping AI security advisories to your exact component, version, configuration, reachability, evidence, fix, and verified closure.
By PermsAI Editorial Team
Vulnerability Intelligence
AI Vulnerability Intelligence: Triage for Models and Frameworks
A practical, evidence-led method for deciding whether an AI CVE or advisory affects your models, runtimes, frameworks, services, and deployments.
By PermsAI Editorial Team