The Like Trap: Multi-Stage Poisoning against Agents in Similarity-based Recommendation Systems
arXiv:2609.27155v1 Announce Type: cross Abstract: With recent advancements in large language models (LLMs) and LLM-based agents, these agents are becoming increasingly autonomous and gaining broader access to act on users' behalf on the internet. However, the vulnerability of automated agents deplo…
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- 2026-09-24 04:00 · arXiv stat.ML
The Like Trap: Multi-Stage Poisoning against Agents in Similarity-based Recommendation Systems