most citedAED-PADA:Improving Generalizability of Adversarial Example Detection via Principal Adversarial Domain Adaptation

5 citations · 7 across the 8 of their papers we have counts for

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cs.CV2025

Deepfake Detection via Knowledge Injection

Tonghui Li, Yuanfang Guo, Zeming Liu +2

Deepfake detection technologies become vital because current generative AI models can generate realistic deepfakes, which may be utilized in malicious purposes. Existing deepfake d…

cs.CV2025★ 1 cited

Generalizable AI-Generated Image Detection Based on Fractal Self-Similarity in the Spectrum

Shengpeng Xiao, Yuanfang Guo, Heqi Peng +5

With the rapid development of image synthesis techniques, AI-generated images have become increasingly realistic, which heightens the potential risk associated with their misuse an…

cs.CV2024★ 5 cited

AED-PADA:Improving Generalizability of Adversarial Example Detection via Principal Adversarial Domain Adaptation

Heqi Peng, Yunhong Wang, Ruijie Yang +3

Adversarial example detection, which can be conveniently applied in many scenarios, is important in the area of adversarial defense. Unfortunately, existing detection methods suffe…