Deep Learning-Based Anomaly Detection in Cyber-Physical Systems:
Progress and Opportunities

Deep Learning-Based Anomaly Detection in Cyber-Physical Systems: Progress and Opportunities

30 March 2020

Papers citing "Deep Learning-Based Anomaly Detection in Cyber-Physical Systems: Progress and Opportunities"

15 / 15 papers shown

Title
Enhancing Trust Management System for Connected Autonomous Vehicles Using Machine Learning Methods: A Survey Qian Xu Lei Zhang Y. Liu 29 0 0 10 May 2025
Attack and defense techniques in large language models: A survey and new perspectives Zhiyu Liao Kang Chen Yuanguo Lin Kangkang Li Yunxuan Liu Hefeng Chen Xingwang Huang Yuanhui Yu AAML 54 0 0 02 May 2025
A Survey of Anomaly Detection in Cyber-Physical Systems Danial Abshari Meera Sridhar 42 3 0 18 Feb 2025
Adaptive Anomaly Detection for Identifying Attacks in Cyber-Physical Systems: A Systematic Literature Review P. Moriano Steven C. Hespeler Mingyan Li Maria Mahbub AAML 75 0 0 21 Nov 2024
System Safety Monitoring of Learned Components Using Temporal Metric Forecasting Sepehr Sharifi Andrea Stocco Lionel C. Briand AI4TS 48 1 0 21 May 2024
Explainable Online Unsupervised Anomaly Detection for Cyber-Physical Systems via Causal Discovery from Time Series Daniele Meli AI4TS 28 1 0 15 Apr 2024
KnowSafe: Combined Knowledge and Data Driven Hazard Mitigation in Artificial Pancreas Systems Xugui Zhou Maxfield Kouzel Chloe Smith H. Alemzadeh 24 1 0 13 Nov 2023
ICCPS: Impact discovery using causal inference for cyber attacks in CPSs R. Maiti Sridhar Adepu Emil C. Lupu 21 1 0 26 Jul 2023
Detecting Anomalies within Smart Buildings using Do-It-Yourself Internet of Things Yasar Majib M. Barhamgi B. Heravi S. Kariyawasam Charith Perera 31 6 0 04 Oct 2022
Security of Machine Learning-Based Anomaly Detection in Cyber Physical Systems Zahra Jadidi S. Pal Nithesh Nayak K A. Selvakkumar C. Chang Maedeh Beheshti A. Jolfaei AAML 11 10 0 12 Jun 2022
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 13 24 0 18 May 2022
Robustness Testing of Data and Knowledge Driven Anomaly Detection in Cyber-Physical Systems Xugui Zhou Maxfield Kouzel H. Alemzadeh OOD AAML 8 12 0 20 Apr 2022
Testing Deep Learning Models: A First Comparative Study of Multiple Testing Techniques M. K. Ahuja A. Gotlieb Helge Spieker AAML 11 4 0 24 Feb 2022
Machine Learning for Intrusion Detection in Industrial Control Systems: Applications, Challenges, and Recommendations Muhammad Azmi Umer K. N. Junejo Muhammad Taha Jilani A. Mathur AI4CE 11 88 0 24 Feb 2022
Time Series Anomaly Detection for Cyber-Physical Systems via Neural System Identification and Bayesian Filtering Cheng Feng Pengwei Tian AI4TS 14 75 0 15 Jun 2021