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08/31/2023
Everyone Can Attack: Repurpose Lossy Compression as a Natural Backdoor Attack
The vulnerabilities to backdoor attacks have recently threatened the tru...
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10/17/2022
Marksman Backdoor: Backdoor Attacks with Arbitrary Target Class
In recent years, machine learning models have been shown to be vulnerabl...
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10/09/2022
CoopHash: Cooperative Learning of Multipurpose Descriptor and Contrastive Pair Generator via Variational MCMC Teaching for Supervised Image Hashing
Leveraging supervised information can lead to superior retrieval perform...
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06/24/2022
Defending Backdoor Attacks on Vision Transformer via Patch Processing
Vision Transformers (ViTs) have a radically different architecture with ...
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05/31/2022
One Loss for Quantization: Deep Hashing with Discrete Wasserstein Distributional Matching
Image hashing is a principled approximate nearest neighbor approach to f...
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03/26/2020
Image Generation Via Minimizing Fréchet Distance in Discriminator Feature Space
For a given image generation problem, the intrinsic image manifold is of...
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02/29/2020