Research and development of information security technology and design and integration of important information systems.

【1】 Li, Ce, Lv, Qiujian, Li, Ning, Wang, Yan, Sun, Degang, Qiao, Yuanyuan. A novel deep framework for dynamic malware detection based on API sequence intrinsic features. COMPUTERS & SECURITY[J]. 2022, 116: http://dx.doi.org/10.1016/j.cose.2022.102686.

【2】Yang, Haitian, Zhao, Xuan, Wang, Yan, Sun, Degang, Chen, Wei, Huang, Weiqing. BertHANK: hierarchical attention networks with enhanced knowledge and pre-trained model for answer selection. KNOWLEDGE AND INFORMATION SYSTEMS. 2022.

【3】Ce Li, Zijun Cheng, He Zhu, Leiqi Wang, Qiujian Lv, Yan Wang, Ning Li, Degang Sun. DMalNet: Dynamic Malware Analysis Based on API Feature Engineering and Graph Learning. Computers & Security. http://dx.doi.org/10.1016/j.cose.2022.102872.

【4】Ou, Changhai, Lam, SiewKei, Sun, Degang, Zhou, Xinping, Qiao, Kexin, Wang, Qu. SNR-Centric Power Trace Extractors for Side-Channel Attacks. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS[J]. 2021, 40(4): 620-632, https://www.webofscience.com/wos/woscc/full-record/WOS:000633495300002.

【5】Sun Degang. DeepMIT: A Novel Malicious Insider Treat Detection Framework based on Recurreent Neural Network. Proceedings of the 2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design. 2021.

【6】Wang Tingting, LV Qiujian, Hu BO, Sun Degang. A Few-Shot Class-Incremental Learning Approach for Intrusion Detection.. The 30th International Conference on Computer Communication and Networks (ICCCN)[J]. 2021.

【7】Yang, Yang, Li, Min, Meng, Bo, Ren, Junxing, Sun, Degang, Huang, Zihao. Rethinking the Aligned and Misaligned Features in One-stage Object Detection. 2021.

【8】Yang, Yang, Li, Min, Meng, Bo, Huang, Zihao, Ren, Junxing, Sun, Degang. Objects as Extreme Points. 2021, http://arxiv.org/abs/2104.14066.

【9】Sun, Degang, Liu, Meichen, Li, Meimei, Shi, Zhixin, Liu, Pengcheng, Wang, Xu, Shen, W, Barthes, JP, Luo, J, Shi, Y, Zhang, J. DeepMIT: A Novel Malicious Insider Threat Detection Framework based on Recurrent Neural Network. PROCEEDINGS OF THE 2021 IEEE 24TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD)null. 2021, 335-341.

【10】Siye Wang. URTracker: unauthorized reader detection and localization using COTS RFID. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v 12937 LNCS, p 339-350, 2021, Wireless Algorithms, Systems, and Applications - 16th International Conference, WASA 2021, Proceedings;. 2021

【11】Wang, Tingting, Zhao, Xufeng, Lv, Qiujian, Hu, Bo, Sun, Degang, Shen, W, Barthes, JP, Luo, J, Shi, Y, Zhang, J. Density Weighted Diversity Based Query Strategy for Active Learning. PROCEEDINGS OF THE 2021 IEEE 24TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD)null. 2021, 156-161.

【12】Sun Degang, Guo Yunting, Yu Min, Jiang Jianguo, Huang Weiqing. FUNC-ESIM: A Dual Pairwise Attention Network for Cross-version Binary Function Matching. IJCNNnull. 2021.