Search Results for author: Shuqiang Lu

Found 2 papers, 1 papers with code

Evaluating and Improving Adversarial Robustness of Machine Learning-Based Network Intrusion Detectors

1 code implementation • 15 May 2020 • Dongqi Han, Zhiliang Wang, Ying Zhong, Wenqi Chen, Jiahai Yang, Shuqiang Lu, Xingang Shi, Xia Yin

Many adversarial attacks have been proposed to evaluate the robustness of ML-based NIDSs.

Adversarial Robustness BIG-bench Machine Learning +1

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New Era of Deeplearning-Based Malware Intrusion Detection: The Malware Detection and Prediction Based On Deep Learning

no code implementations • 19 Jul 2019 • Shuqiang Lu, Lingyun Ying, Wenjie Lin, Yu Wang, Meining Nie, Kaiwen Shen, Lu Liu, Haixin Duan

With the development of artificial intelligence algorithms like deep learning models and the successful applications in many different fields, further similar trails of deep learning technology have been made in cyber security area.

Clustering Deep Learning +4

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