StingerArchitecture DiagramAttack Scenarios
Attack Tactics
Risk Categories
Modalities
How Stinger attacks your AI — so real attackers can't.
From mass single-prompt assaults to context-aware multi-turn jailbreaks that build trust before striking.
Attacks targeting RAG pipelines — injecting malicious payloads through documents your AI trusts.
Specialized attack vectors for every modality your AI processes — not just text.
Attack your live applications directly — chatbots, agents, AICCs — and benchmark against foundation models side by side.
Define your own evaluation criteria, and get executive-ready reports with vulnerability matrices and remediation guidance — automatically.
Pre-built vulnerability scenarios tailored for regulated and high-stakes industries.
IP protection, supply chain data leakage, and proprietary process extraction scenarios.
Regulatory compliance, hallucinated financial advice, unauthorized transaction scenarios.
Classified information extraction, adversarial manipulation, and operational security testing.
Frequently Asked QuestionsDepending on the target model's size and the number of scenarios, it generally completes within minutes to a few hours. Stinger integrates into your CI/CD pipeline for continuous scanning from the development phase.
Yes, we support deployments that operate in air-gapped environments isolated from the outside. We perform black-box testing via API access without requiring model weights.
Yes, Stinger provides complex jailbreak attack scenarios that combine text with images, audio, and video hiding malicious payloads, enabling multi-dimensional diagnostics of existing threats.
