8 citations · 13 across the 7 of their papers we have counts for
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cs.CR2022★ 1 cited
Fast and Efficient Malware Detection with Joint Static and Dynamic Features Through Transfer Learning
Mao V. Ngo, Tram Truong-Huu, Dima Rabadi +2
In malware detection, dynamic analysis extracts the runtime behavior of malware samples in a controlled environment and static analysis extracts features using reverse engineering…
cs.CR2022★ 3 cited
Long-Short History of Gradients is All You Need: Detecting Malicious and Unreliable Clients in Federated Learning
Ashish Gupta, Tie Luo, Mao V. Ngo +1
Federated learning offers a framework of training a machine learning model in a distributed fashion while preserving privacy of the participants. As the server cannot govern the cl…