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Jiyi Zhang

2 accepted papers

2023

Flow-Based Robust Watermarking with Invertible Noise Layer for Black-Box Distortions

AAAI 2023technical

Deep learning-based digital watermarking frameworks have been widely studied recently. Most existing methods adopt an ``encoder-noise layer-decoder''-based architecture where the embedding and extraction processes are accomplished separately by the encoder and the decoder. However, one potential dra…

2023

Tracing the Origin of Adversarial Attack for Forensic Investigation and Deterrence

ICCV 2023poster

Deep neural networks are vulnerable to adversarial attacks. In this paper, we take the role of investigators who want to trace the attack and identify the source, that is, the particular model which the adversarial examples are generated from. Techniques derived would aid forensic investigation of a…

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