MTS-DVGAN: Anomaly Detection in Cyber-Physical Systems using a Dual Variational Generative Adversarial Network

no code implementations • 4 Nov 2023 • Haili Sun, Yan Huang, Lansheng Han, Cai Fu, Hongle Liu, Xiang Long

Then, by exploiting the distribution property and modeling the normal patterns of multivariate time series, a variational autoencoder is introduced to force the generative adversarial network (GAN) to generate diverse samples.

Anomaly Detection Generative Adversarial Network +1

Neural-FacTOR: Neural Representation Learning for Website Fingerprinting Attack over TOR Anonymity

no code implementations • 26 Sep 2022 • Haili Sun, Yan Huang, Lansheng Han, Xiang Long, Hongle Liu, Chunjie Zhou

TOR (The Onion Router) network is a widely used open source anonymous communication tool, the abuse of TOR makes it difficult to monitor the proliferation of online crimes such as to access criminal websites.

Representation Learning