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08/04/2023
BlindSage: Label Inference Attacks against Node-level Vertical Federated Graph Neural Networks
Federated learning enables collaborative training of machine learning mo...
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07/17/2023
Towards Stealthy Backdoor Attacks against Speech Recognition via Elements of Sound
Deep neural networks (DNNs) have been widely and successfully adopted an...
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02/03/2023
A Systematic Evaluation of Backdoor Trigger Characteristics in Image Classification
Deep learning achieves outstanding results in many machine learning task...
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11/06/2022
Going In Style: Audio Backdoors Through Stylistic Transformations
A backdoor attack places triggers in victims' deep learning models to en...
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03/04/2022
Dynamic Backdoors with Global Average Pooling
Outsourced training and machine learning as a service have resulted in n...
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07/30/2021