Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Eric Capuano, founder of Digital Defense Institute, demoed permission controls using LimaCharlie's MCP server. When Claude recommended isolating compromised systems, Eric explained: "It's very aggressively recommending it's time to isolate these systems, but it is not authorized to fire off the isolate network command.".

What if attackers poison your model before you even start training it? Contaminated data leads to dangerous outcomes—and most businesses don’t even know what their AI was trained on.

Do the biggest cyber threats in your country match what’s happening globally? The answer might surprise you. Cloudflare Radar Display helps you compare attack patterns, giving you insights to strengthen your security strategy.

The Invisible Trick: How to Fool an AI Agent A10 Networks' security experts, Jamison Utter, Madhav Aggarwal, and Diptanshu Purwar, discuss a classic example of an adversarial attack that tricks an AI agent using the equivalent of invisible watermarks. Madhav explains how researchers used an invisible watermark in a research paper that, when scanned by an AI agent, would automatically trigger a positive review. This watermark was not visible to human reviewers. This clever manipulation highlights a significant vulnerability in AI models: they can be influenced by hidden data in their input.