Shadow AI discovery tools detect unsanctioned employee use of AI applications across network traffic, browser activity, identity provider logs, and SaaS API integrations. The tools covered here range from SSE platforms with built-in AI app catalogs to dedicated OAuth and…
To evaluate AI agent security platforms without being misled by demos , and to understand how to evaluate AI agent security platforms in a way that produces a defensible purchase decision , run a staged proof of concept against your…
The best AI red teaming tools for enterprise security teams in 2025 are Mindgard, Lakera Red, HiddenLayer, Promptfoo, Garak, PyRIT, Haize Labs, Straiker, and CalypsoAI. Each covers a different surface: some test only the model, some test agent orchestration and…
