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11/25/2022
Fast and Efficient Malware Detection with Joint Static and Dynamic Features Through Transfer Learning
In malware detection, dynamic analysis extracts the runtime behavior of ...
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10/21/2021
An Empirical Study on GANs with Margin Cosine Loss and Relativistic Discriminator
Generative Adversarial Networks (GANs) have emerged as useful generative...
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04/04/2021
Program Behavior Analysis and Clustering using Performance Counters
Understanding the dynamic behavior of computer programs during normal wo...
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01/22/2020
A Federated Learning Framework for Privacy-preserving and Parallel Training
The deployment of such deep learning in practice has been hurdled by two...
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12/10/2018
Machine Learning-based Link Fault Identification and Localization in Complex Networks
With the proliferation of network devices and rapid development in infor...
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12/10/2018
