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No Need to Know Physics: Resilience of Process-based Model-free Anomaly
  Detection for Industrial Control Systems
v1v2 (latest)

No Need to Know Physics: Resilience of Process-based Model-free Anomaly Detection for Industrial Control Systems

7 December 2020
Alessandro Erba
Nils Ole Tippenhauer
    AAML
ArXiv (abs)PDFHTML

Papers citing "No Need to Know Physics: Resilience of Process-based Model-free Anomaly Detection for Industrial Control Systems"

7 / 7 papers shown
Deployment Challenges of Industrial Intrusion Detection Systems
Deployment Challenges of Industrial Intrusion Detection Systems
Konrad Wolsing
Eric Wagner
Frederik Basels
Patrick Wagner
Klaus Wehrle
262
2
0
04 Mar 2024
SoK: Evaluations in Industrial Intrusion Detection Research
SoK: Evaluations in Industrial Intrusion Detection ResearchJournal of Systems Research (JSR), 2023
Olav Lamberts
Konrad Wolsing
Eric Wagner
Jan Pennekamp
Jan Bauer
Klaus Wehrle
Martin Henze
282
7
0
06 Nov 2023
A False Sense of Security? Revisiting the State of Machine
  Learning-Based Industrial Intrusion Detection
A False Sense of Security? Revisiting the State of Machine Learning-Based Industrial Intrusion Detection
Dominik Kus
Eric Wagner
Jan Pennekamp
Konrad Wolsing
I. Fink
Markus Dahlmanns
Klaus Wehrle
Martin Henze
185
27
0
18 May 2022
IPAL: Breaking up Silos of Protocol-dependent and Domain-specific
  Industrial Intrusion Detection Systems
IPAL: Breaking up Silos of Protocol-dependent and Domain-specific Industrial Intrusion Detection SystemsInternational Symposium on Recent Advances in Intrusion Detection (RAID), 2021
Konrad Wolsing
Eric Wagner
Antoine Saillard
Martin Henze
313
34
0
05 Nov 2021
Grounds for Suspicion: Physics-based Early Warnings for Stealthy Attacks
  on Industrial Control Systems
Grounds for Suspicion: Physics-based Early Warnings for Stealthy Attacks on Industrial Control Systems
Mazen Azzam
L. Pasquale
G. Provan
B. Nuseibeh
280
9
0
15 Jun 2021
Code Integrity Attestation for PLCs using Black Box Neural Network
  Predictions
Code Integrity Attestation for PLCs using Black Box Neural Network Predictions
Yuqi Chen
Christopher M. Poskitt
Jun Sun
AAML
168
14
0
15 Jun 2021
Adversarial Attacks and Mitigation for Anomaly Detectors of
  Cyber-Physical Systems
Adversarial Attacks and Mitigation for Anomaly Detectors of Cyber-Physical Systems
Yifan Jia
Jingyi Wang
Christopher M. Poskitt
Sudipta Chattopadhyay
Jun Sun
Yuqi Chen
AAML
202
34
0
22 May 2021
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