arXiv:2610.06966v1 Announce Type: new Abstract: Indirect prompt injection (IPI) hides adversarial instructions in content that large language model (LLM) agents read at runtime. As agents compose…
arXiv:2610.07089v1 Announce Type: new Abstract: LLM agents increasingly act in multi-actor environments, exposing them to misuse from multiple sources: decomposition attacks, where a harmful request…
As organizations deploy autonomous AI agents, security teams face a significant shift as non-human non-human entities making decisions, invoking tools, and delegating tasks to other agents without…
Integrating AI into enterprise applications creates risk across every layer of the stack, not just the model. This post maps the full AI attack surface, shows how a prompt injection can chain into…