LPCI is presented as a new vulnerability class for agentic LLMs, but prior work already covers memory-based prompt injection and the paper's own numbers contain errors.
Spyware Injection Into Your ChatGPT’s Long-Term Memory (SpAI- ware),
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Logic layer Prompt Control Injection (LPCI): A Novel Security Vulnerability Class in Agentic Systems
LPCI is presented as a new vulnerability class for agentic LLMs, but prior work already covers memory-based prompt injection and the paper's own numbers contain errors.