Efficient Cyber Attacks Detection in Industrial Control Systems Using Lightweight Neural Networks and PCA

2 July 2019

Papers citing "Efficient Cyber Attacks Detection in Industrial Control Systems Using Lightweight Neural Networks and PCA"

9 / 9 papers shown

Title
A Deep Multi-Modal Cyber-Attack Detection in Industrial Control Systems Sepideh Bahadoripour Ethan MacDonald H. Karimipour 18 5 0 04 Apr 2023
Anomaly Detection in Cyber-Physical Systems: Reconstruction of a Prediction Error Feature Space Nuno Oliveira Norberto Sousa Jorge Oliveira Isabel Praça AI4CE 21 4 0 29 Dec 2021
A Survey on Industrial Control System Testbeds and Datasets for Security Research Mauro Conti Denis Donadel Federico Turrin 16 137 0 10 Feb 2021
Poisoning Attacks on Cyber Attack Detectors for Industrial Control Systems Moshe Kravchik Battista Biggio A. Shabtai AAML 27 28 0 23 Dec 2020
No Need to Know Physics: Resilience of Process-based Model-free Anomaly Detection for Industrial Control Systems Alessandro Erba Nils Ole Tippenhauer AAML 40 14 0 07 Dec 2020
DAICS: A Deep Learning Solution for Anomaly Detection in Industrial Control Systems Maged AbdelAty Roberto Doriguzzi-Corin Domenico Siracusa 20 41 0 14 Sep 2020
Adversarial Machine Learning Attacks and Defense Methods in the Cyber Security Domain Ishai Rosenberg A. Shabtai Yuval Elovici Lior Rokach AAML 34 12 0 05 Jul 2020
Can't Boil This Frog: Robustness of Online-Trained Autoencoder-Based Anomaly Detectors to Adversarial Poisoning Attacks Moshe Kravchik A. Shabtai AAML 14 1 0 07 Feb 2020
Adversarial Attacks on Time-Series Intrusion Detection for Industrial Control Systems Giulio Zizzo C. Hankin S. Maffeis Kevin Jones AAML 21 16 0 08 Nov 2019