…Team agentic workflows and find points of exploitability and vulnerabilities like prompt injection, jail break, tool poisoning, and other custom attacks. Visualize the results on a dashboard and analyze risks. Apply pluggable…
…Finally, the model also shows significant improvement in agentic safety, meaning it's a lot better at recognizing and refusing prompt injection attacks when you're using it as an agent. Opus…
…Every prompt injection is a potential credential leak. Every third-party skill a claw installs is an unreviewed binary with filesystem access. Every subagent it spawns can inherit permissions it was never…
…resist manipulative or adversarial attacks. Garak , a large language model vulnerability scanner, enables automated testing of LLM -based agents by simulating adversarial behavior such as prompt injection, tool misuse and reasoning errors…
…Back in August 2025, an npm supply-chain attack on Nx nicknamed s1ngularity scraped tokens from its developers en masse, in what researchers designated as the first AI-weaponized supply-chain attack…
…This creates a large privacy attack surface: plaintext prompts and logs may contain PII , medical/financial data, credentials cloud memory stores can leak via retrieval, prompt injection, inversion, or misconfiguration naïve mitigation…
…Handing over control of your inbox to an agentic AI also has one more big security issue that might be unfixable. LLMs are vulnerable to prompt injection, where you can hijack the…
…With Opus 4.5, we’ve made substantial progress in robustness against prompt injection attacks, which smuggle in deceptive instructions to fool the model into harmful behavior. Opus 4.5 is harder…
…This Wired article shows how an indirect prompt injection attack against a Gemini-powered AI assistant could cause the bot to curse in responses and take over smart home controls by turning…
…in the same container as credentials—so a prompt injection only had to convince Claude to read its own environment. Once an attacker has those tokens, they can spawn fresh, unrestricted sessions…