Tag
#data-poisoning
6 posts tagged data-poisoning.
- disclosure
Generative AI Risks: A Technical Reference for Security Teams
A practitioner-focused breakdown of generative AI risks mapped against NIST AI 600-1 and the OWASP Top 10 for LLMs — prompt injection, data poisoning
- disclosure
Machine Learning Security: Attack Taxonomy, CVEs, and Defenses
A technical overview of machine learning security threats in 2026: NIST's adversarial ML taxonomy, MITRE ATLAS attack classes, the CVE-2025-62164 vLLM
- analysis
Generative AI Risks: A Practical Taxonomy for Security Teams
Generative AI risks span prompt injection, data poisoning, supply chain vulnerabilities, hallucination, and governance failures.
- guide
Machine Learning Security Across the Pipeline: Data to Deployment
Machine learning security vulnerabilities enter at every stage — data ingestion, model training, artifact storage, and inference.
- threat-brief
Data Poisoning in RAG Systems: A 2026 Threat Briefing
Attackers are actively poisoning retrieval-augmented generation knowledge bases in enterprise deployments. This briefing documents the current threat
- primer
AI System Security Audit Checklist for 2026
A practical audit checklist for AI systems covering model inputs, training pipeline, outputs, access control, logging, and red-team requirements.