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20232025
most citedLESSON: Multi-Label Adversarial False Data Injection Attack for Deep Learning Locational Detection

96 citations · 100 across the 8 of their papers we have counts for

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2 papers · 1 filter

cs.CV2025

Adversarial Video Promotion Against Text-to-Video Retrieval

Qiwei Tian, Chenhao Lin, Zhengyu Zhao +3

Thanks to the development of cross-modal models, text-to-video retrieval (T2VR) is advancing rapidly, but its robustness remains largely unexamined. Existing attacks against T2VR a…

cs.CR2025

Prediction Inconsistency Helps Achieve Generalizable Detection of Adversarial Examples

Sicong Han, Chenhao Lin, Zhengyu Zhao +6

Adversarial detection protects models from adversarial attacks by refusing suspicious test samples. However, current detection methods often suffer from weak generalization: their…