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12/22/2022
Mind Your Heart: Stealthy Backdoor Attack on Dynamic Deep Neural Network in Edge Computing
Transforming off-the-shelf deep neural network (DNN) models into dynamic...
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06/01/2022
Privacy for Free: How does Dataset Condensation Help Privacy?
To prevent unintentional data leakage, research community has resorted t...
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01/10/2022
An Interpretable Federated Learning-based Network Intrusion Detection Framework
Learning-based Network Intrusion Detection Systems (NIDSs) are widely de...
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10/07/2021
Fingerprinting Multi-exit Deep Neural Network Models via Inference Time
Transforming large deep neural network (DNN) models into the multi-exit ...
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05/01/2021
Hidden Backdoors in Human-Centric Language Models
Natural language processing (NLP) systems have been proven to be vulnera...
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05/23/2019