# confusion
5 articlestagged with “confusion”
RAG-Memory Confusion Attacks
Exploit the interaction between RAG retrieval and agent memory to create conflicting contexts that bypass safety.
agentic-exploitationagent-memoryragconfusion
A2A Capability Confusion Attacks
Confuse A2A capability negotiation to make orchestrators delegate inappropriate tasks to unprivileged agents.
agentic-exploitationa2acapabilityconfusion
Router Agent Confusion
Confusing router/dispatcher agents to misdirect tasks to inappropriate specialist agents.
agentic-exploitationrouteragentconfusion
Role Confusion Exploitation Walkthrough
Exploit role boundaries in chat APIs by injecting assistant-role messages and system-level instructions.
attacksroleexploitationconfusionwalkthroughs
Tool Use Confusion Attack Walkthrough
Walkthrough of confusing model tool-use decisions to invoke unintended functions or skip safety-critical tools.
walkthroughstool-useconfusionfunction-calling