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20222025
most citedM-to-N Backdoor Paradigm: A Multi-Trigger and Multi-Target Attack to Deep Learning Models

11 citations · 14 across the 4 of their papers we have counts for

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Showing 2024Show all

2 papers · 1 filter

cs.CR2024

FLARE: Toward Universal Dataset Purification against Backdoor Attacks

Linshan Hou, Wei Luo, Zhongyun Hua +3

Deep neural networks (DNNs) are susceptible to backdoor attacks, where adversaries poison datasets with adversary-specified triggers to implant hidden backdoors, enabling malicious…

cs.LG2024★ 3 cited

IBD-PSC: Input-level Backdoor Detection via Parameter-oriented Scaling Consistency

Linshan Hou, Ruili Feng, Zhongyun Hua +3

Deep neural networks (DNNs) are vulnerable to backdoor attacks, where adversaries can maliciously trigger model misclassifications by implanting a hidden backdoor during model trai…