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Local Black-box Adversarial Attacks: A Query Efficient Approach
Adversarial attacks have threatened the application of deep neural netwo...
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DeepSweep: An Evaluation Framework for Mitigating DNN Backdoor Attacks using Data Augmentation
Public resources and services (e.g., datasets, training platforms, pre-t...
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Privacy-preserving Collaborative Learning with Automatic Transformation Search
Collaborative learning has gained great popularity due to its benefit of...
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The Hidden Vulnerability of Watermarking for Deep Neural Networks
Watermarking has shown its effectiveness in protecting the intellectual ...
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Differentially Private Decentralized Learning
Decentralized learning has received great attention for its high efficie...
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Towards Byzantine-resilient Learning in Decentralized Systems
With the proliferation of IoT and edge computing, decentralized learning...
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Shangwei Guo
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