6 citations · 33 across the 36 of their papers we have counts for
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cs.LG2025
Eyes-on-Me: Scalable RAG Poisoning through Transferable Attention-Steering Attractors
Yen-Shan Chen, Sian-Yao Huang, Cheng-Lin Yang +1
Existing data poisoning attacks on retrieval-augmented generation (RAG) systems scale poorly because they require costly optimization of poisoned documents for each target phrase.…
cs.LG2024★ 1 cited
A Survey of Data Synthesis Approaches
Hsin-Yu Chang, Pei-Yu Chen, Tun-Hsiang Chou +4
This paper provides a detailed survey of synthetic data techniques. We first discuss the expected goals of using synthetic data in data augmentation, which can be divided into four…