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publications

EvilModel: Hiding Malware Inside of Neural Network Models

Published in 26th IEEE Symposium on Computers and Communications (ISCC 2021), 2021

In this work, we hide malware inside of neural network models without causing accuracy loss.

Recommended citation: Wang, Z., Liu, C., & Cui, X. (2021). Evilmodel: hiding malware inside of neural network models. In 2021 IEEE Symposium on Computers and Communications (ISCC) (pp. 1-7). IEEE. https://doi.org/10.1109/ISCC53001.2021.9631425

人工智能赋能网络威胁研究进展 AI-Powered Cyber Threats: A Survey (in Chinese)

Published in Journal of Cyber Security, 2022

This is a survey on the application of AI in cyber threats.

Recommended citation: Wang, Z., Yin, J., Cui, X., et al. AI-Powered Cyber Threats: A Survey (in Chinese). Journal of Cyber Security, Accept https://jcs.iie.ac.cn/ch/reader/pdf.aspx?file_no=202204120000001

EvilModel 2.0: Bringing Neural Network Models into Malware Attacks

Published in Computers & Security, 2022

This is an extension of EvilModel.

Recommended citation: Wang, Z., Liu, C., Cui, X., et al. (2022). EvilModel 2.0: Bringing Neural Network Models into Malware Attacks. Computers & Security, 120, 102807. https://doi.org/10.1016/j.cose.2022.102807

DeepC2: AI-Powered Covert Command and Control on OSNs

Published in The 24th International Conference on Information and Communications Security (ICICS 2022), 2022

We built a covert command and control channel using AI on OSNs.

Recommended citation: Wang, Z., Liu, C., Cui, X., et al. (2022). DeepC2: AI-Powered Covert Command and Control on OSNs. In: Alcaraz, C., Chen, L., Li, S., Samarati, P. (eds) Information and Communications Security. ICICS 2022. Lecture Notes in Computer Science, vol 13407. Springer, Cham. https://doi.org/10.1007/978-3-031-15777-6_22