Jailbreaks, prompt injection, instruction manipulation, alignment bypass, model extraction, training data inference, and RAG pipeline abuse.

Web interfaces, chatbots, orchestration layers, API endpoints, injection attacks, access control flaws, and misconfigured cloud-native backends.

Compromise targeting model artifacts, APIs, third-party dependencies, and data pipelines feeding your AI systems.

Full-scale attack chains mapped to MITRE ATLAS tactics and techniques, multi-step simulations reflecting real-world AI threat actors.