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08/05/2023
Secure Deep-JSCC Against Multiple Eavesdroppers
In this paper, a generalization of deep learning-aided joint source chan...
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11/24/2022
Generative Joint Source-Channel Coding for Semantic Image Transmission
Recent works have shown that joint source-channel coding (JSCC) schemes ...
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02/11/2022
Active Privacy-Utility Trade-off Against Inference in Time-Series Data Sharing
Internet of things (IoT) devices, such as smart meters, smart speakers a...
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10/08/2021
Privacy-Aware Communication Over the Wiretap Channel with Generative Networks
We study privacy-aware communication over a wiretap channel using end-to...
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02/24/2021
Adversarial Robustness with Non-uniform Perturbations
Robustness of machine learning models is critical for security related a...
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02/16/2021
Active Privacy-utility Trade-off Against a Hypothesis Testing Adversary
We consider a user releasing her data containing some personal informati...
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03/04/2020
Privacy-Aware Time-Series Data Sharing with Deep Reinforcement Learning
Internet of things (IoT) devices are becoming increasingly popular thank...
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07/17/2019
Privacy-Aware Location Sharing with Deep Reinforcement Learning
Location based mobile applications have become widely popular. Despite t...
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02/20/2019