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threaTrace: Detecting and Tracing Host-based Threats in Node Level Through Provenance Graph Learning

Nov 08, 2021
Su Wang, Zhiliang Wang, Tao Zhou, Xia Yin, Dongqi Han, Han Zhang, Hongbin Sun, Xingang Shi, Jiahai Yang

* 13 pages, 6 figures 

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DeepAID: Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications

Sep 23, 2021
Dongqi Han, Zhiliang Wang, Wenqi Chen, Ying Zhong, Su Wang, Han Zhang, Jiahai Yang, Xingang Shi, Xia Yin

* Accepted by 2021 ACM SIGSAC Conference on Computer and Communications Security (CCS '21) 

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Practical Traffic-space Adversarial Attacks on Learning-based NIDSs

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

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HinDom: A Robust Malicious Domain Detection System based on Heterogeneous Information Network with Transductive Classification

Sep 04, 2019
Xiaoqing Sun, Mingkai Tong, Jiahai Yang

* RAID2019 

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