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12 Oct 2020 SERC Institute for Infocomm Research An Empirical Study on Unsupervised Network Anomaly Detection using Generative Adversarial Networks Tram Truong-Huu, Nidhya Dheenadhayalan, Partha Pratim Kundu, Vasudha Ramnath, Jingyi Liao, Sin G. Teo, Sai Praveen Kadiyala SPAI '20: Proceedings of the 1st ACM Workshop on Security and Privacy on Artificial Intelligence