Asymmetric Anchoring: Opening the Black Box of MLLMs for Forgery Detection
Zhiqiang Yang · Renshuai Tao · Chunjie Zhang · Zhaoxiang Liu · Xiaolong Zheng · Yao Zhao
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Zhiqiang Yang · Renshuai Tao · Chunjie Zhang · Zhaoxiang Liu · Xiaolong Zheng · Yao Zhao
Ziheng Qin · Yuheng Ji · Renshuai Tao · Yuxuan Tian · Yuyang Liu · Yipu Wang · Xiaolong Zheng
Lei Jiang · Desheng Wu · Xiaolong Zheng · Cuicui Luo
In recent years, the rapid advancement of large language models (LLMs) has enabled generated texts to closely mimic human writing, posing significant challenges to the detection of AI-generated content. Current mainstream zero-shot detection methods largely adopt a machine-centric perspective, re...
Gang Zhou · Shibiao Xu · Xiaolong Zheng · Daniel Dajun Zeng
Deep hashing is widely used in large-scale image retrieval systems due to its efficient retrieval performance. However, its susceptibility to adversarial attacks limits its security in practical applications. Adversarial training is the most effective method for improving robustness, but it often...
Shibo Yao · Renshuai Tao · Xiaolong Zheng · Chao Liang · Chunjie Zhang