Omni SCADA Intrusion Detection Using Deep Learning Algorithms

no code implementations • 6 Aug 2019 • Jun Gao, Luyun Gan, Fabiola Buschendorf, Liao Zhang, Hua Liu, Peixue Li, Xiaodai Dong, Tao Lu

We investigate deep learning based omni intrusion detection system (IDS) for supervisory control and data acquisition (SCADA) networks that are capable of detecting both temporally uncorrelated and correlated attacks.

Intrusion Detection

Multi-label Classification with Optimal Thresholding for Multi-composition Spectroscopic Analysis

no code implementations • 24 Jun 2019 • Luyun Gan, Brosnan Yuen, Tao Lu

In this paper, we implement multi-label neural networks with optimal thresholding to identify gas species among a multi gas mixture in a cluttered environment.

General Classification Multi-Label Classification