Search Results for author: Runpeng Geng

Found 2 papers, 2 papers with code

PoisonedRAG: Knowledge Poisoning Attacks to Retrieval-Augmented Generation of Large Language Models

1 code implementation12 Feb 2024 Wei Zou, Runpeng Geng, Binghui Wang, Jinyuan Jia

We formulate knowledge poisoning attacks as an optimization problem, whose solution is a set of poisoned texts.

Hallucination Retrieval

Prompt Injection Attacks and Defenses in LLM-Integrated Applications

1 code implementation19 Oct 2023 Yupei Liu, Yuqi Jia, Runpeng Geng, Jinyuan Jia, Neil Zhenqiang Gong

As a result, the literature lacks a systematic understanding of prompt injection attacks and their defenses.

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