Anomaly Detection for Industrial Control Systems Using Sequence-to-Sequence Neural Networks

12 November 2019

Papers citing "Anomaly Detection for Industrial Control Systems Using Sequence-to-Sequence Neural Networks"

11 / 11 papers shown

Title
Sherlock: A Dataset for Process-aware Intrusion Detection Research on Power Grid Networks Eric Wagner Lennart Bader Konrad Wolsing Martin Serror 21 0 0 08 Apr 2025
Deployment Challenges of Industrial Intrusion Detection Systems Konrad Wolsing Eric Wagner Frederik Basels Patrick Wagner Klaus Wehrle 21 1 0 04 Mar 2024
Spatio-Temporal Anomaly Detection with Graph Networks for Data Quality Monitoring of the Hadron Calorimeter M. Asres C. Omlin Long Wang David Yu P. Parygin ... Emanuele Usai Muhammad Ahmad J. Menendez K. Maeshima the CMS-HCAL Collaboration 9 6 0 07 Nov 2023
SoK: Evaluations in Industrial Intrusion Detection Research Olav Lamberts Konrad Wolsing Eric Wagner Jan Pennekamp Jan Bauer Klaus Wehrle Martin Henze 25 6 0 06 Nov 2023
Local Evaluation of Time Series Anomaly Detection Algorithms Alexis Huet J. M. Navarro Dario Rossi AI4TS 27 67 0 27 Jun 2022
ICSML: Industrial Control Systems ML Framework for native inference using IEC 61131-3 code Constantine Doumanidis Prashant Hari Narayan Rajput Michail Maniatakos 12 2 0 21 Feb 2022
IPAL: Breaking up Silos of Protocol-dependent and Domain-specific Industrial Intrusion Detection Systems Konrad Wolsing Eric Wagner Antoine Saillard Martin Henze 13 31 0 05 Nov 2021
Code Integrity Attestation for PLCs using Black Box Neural Network Predictions Yuqi Chen Christopher M. Poskitt Jun Sun AAML 20 9 0 15 Jun 2021
Poisoning Attacks on Cyber Attack Detectors for Industrial Control Systems Moshe Kravchik Battista Biggio A. Shabtai AAML 19 28 0 23 Dec 2020
Towards Systematically Deriving Defence Mechanisms from Functional Requirements of Cyber-Physical Systems Cheah Huei Yoong Venkata Reddy Palleti Arlindo Silva Christopher M. Poskitt 17 4 0 07 Jul 2020
Software Enabled Security Architecture for Counteracting Attacks in Control Systems U. Tupakula Vijay Varadharajan K. Karmakar 17 0 0 27 Jun 2020