AI/ML Security Assessment

Adversarial testing of AI and machine learning systems: prompt injection, model extraction, training data poisoning, and inference attacks against LLM-based applications.

Key Features

Prompt injection and jailbreak testing for LLM applications
Model extraction and intellectual property theft assessment
Training data poisoning and backdoor detection
Inference attack and privacy leakage analysis
RAG pipeline attack vectors and context manipulation
AI agent tool-use and privilege escalation testing

About This Service

As AI becomes embedded in critical business workflows, it introduces attack surfaces that traditional security assessments don’t cover. Sevarity’s AI/ML Security Assessment tests your LLM integrations, RAG pipelines, and AI-powered features against real adversarial techniques, from prompt injection chains that exfiltrate sensitive context to model extraction attacks that steal your proprietary fine-tuned assets.

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