most citedFlippedRAG: Black-Box Opinion Manipulation Adversarial Attacks to Retrieval-Augmented Generation Models

3 citations · 3 across the 5 of their papers we have counts for

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cs.CR2026

LocalAlign: Enabling Generalizable Prompt Injection Defense via Generation of Near-Target Adversarial Examples for Alignment Training

Yuyang Gong, Zihao Wang, Jiawei Liu +1

Large language models are increasingly embedded into systems that interact with user data, retrieved web content, and external tools, creating a new attack surface: prompt injectio…

cs.CR2025

RobustMask: Certified Robustness against Adversarial Neural Ranking Attack via Randomized Masking

Jiawei Liu, Zhuo Chen, Rui Zhu +4

Neural ranking models have achieved remarkable progress and are now widely deployed in real-world applications such as Retrieval-Augmented Generation (RAG). However, like other neu…