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07/18/2023
CBSeq: A Channel-level Behavior Sequence For Encrypted Malware Traffic Detection
Machine learning and neural networks have become increasingly popular so...
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04/03/2022
A Differentially Private Framework for Deep Learning with Convexified Loss Functions
Differential privacy (DP) has been applied in deep learning for preservi...
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07/28/2021
TableGAN-MCA: Evaluating Membership Collisions of GAN-Synthesized Tabular Data Releasing
Generative Adversarial Networks (GAN)-synthesized table publishing lets ...
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06/17/2020
MBTree: Detecting Encryption RAT Communication Using Malicious Behavior Tree
A key challenge for cybersecurity defense is to detect the encryption Re...
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02/03/2020
Differentially Private k-Means Clustering with Guaranteed Convergence
Iterative clustering algorithms help us to learn the insights behind the...
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01/07/2020