…Sleeper Attack on Large Language Model Agents (2026) Assessing Automated Prompt Injection Attacks in Agentic Environments (2026) Momento: Evaluating Persistent Memory and Reasoning with Multi-Session Agentic Conversations (2026) AgentCanary: A Security…
…According to Gen Threat Labs, part of Norton's parent company, 83 percent of blocked attacks were web-based, which the new update attempts to handle, adding protection against indirect prompt injection…
…In an LLM, we might try some kind of prompt injection to override the system instruction, but in this scenario, we can only control the image while the text is fixed. Pixel…
…Understanding AI Control Our approach to security starts with a strong foundation, incorporating traditional safeguards like sandboxing, endpoint security, and prompt injection resistance. On top of this, the AI Control Roadmap uses…
I've been experimenting with Claude Code, ChatGPT Agent, and OpenClaw to perform more open-ended tasks for me online. A big blocker I've hit on shopping and research tasks is the agent getting a key piece of info wrong.…
Interesting new research you may have heard of on attacking large audio language models. The attack is called AudioHijack and the part worth paying attention to is that adversarial clips built against open models transfe…
AI coding agents now run real shell commands on your machine — rm -rf, git push --force, DROP TABLE, dd, writes straight to disk. Almost always that's fine. The one time it isn't (a hallucinated path, a prompt-injected i…
…And they are also vulnerable to an emerging type of security threat known as prompt injections, in which an attacker uses a malicious input to elicit an unintended response or data breach…
…In some cases – like prompt injection – the vendors can't really fix the flaw , even if they wanted to. A couple of recent examples show how this plays out. Researchers recently showed…
…Observed activity aligns "with moderate confidence" to tradecraft associated with Twill Typhoon, a Chinese threat cluster. Researchers stopped short of directly attributing the attacks to the Chinese government and noted…
…In practice, we observe threat actors misusing models to build and refine custom scripts to run, write DLL injection code with detailed guidance on how to implement it, as well as canvas…
…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. Runtime guardrails provide a way…
…Anthropic is putting in guardrails to limit dangers, such as prompt injection. The firm adds that, though it is improving those safeguards, the threats against its infrastructure are always changing. To that…