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08/01/2023
FLAIRS: FPGA-Accelerated Inference-Resistant Secure Federated Learning
Federated Learning (FL) has become very popular since it enables clients...
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02/15/2023
ARGUS: Context-Based Detection of Stealthy IoT Infiltration Attacks
IoT application domains, device diversity and connectivity are rapidly g...
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02/06/2023
AuthentiSense: A Scalable Behavioral Biometrics Authentication Scheme using Few-Shot Learning for Mobile Platforms
Mobile applications are widely used for online services sharing a large ...
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01/23/2023
BayBFed: Bayesian Backdoor Defense for Federated Learning
Federated learning (FL) allows participants to jointly train a machine l...
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10/14/2022
Close the Gate: Detecting Backdoored Models in Federated Learning based on Client-Side Deep Layer Output Analysis
Federated Learning (FL) is a scheme for collaboratively training Deep Ne...
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01/03/2022
DeepSight: Mitigating Backdoor Attacks in Federated Learning Through Deep Model Inspection
Federated Learning (FL) allows multiple clients to collaboratively train...
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01/06/2021