A survey of physics-based attack detection in cyber-physical systems

Giraldo, Jairo, Urbina, David, Cardenas, Alvaro, Valente, Junia, Faisal, Mustafa, Ruths, Justin, Tippenhauer, Nils Ole, Sandberg, Henrik +1 more·2019·ACM Computing Surveys

Cited by (535)

Items 501–535 of 535

  1. Personalized Federated Learning for Detecting False Data Injection Attacks in Power Grids
    Mengwei Lv, Ruijuan Zheng, Junlong Zhu, Yongsheng Dong, Qingtao Wu, Xuhui Zhao · 2026 · Concurrency and Computation Practice and Experience
  2. XAI-GAN: An Explainable GAN Framework for Secure Anomaly Detection in Cyber-Physical Systems
    Nishant Kumar, Aakansha C. Saxena, Chetan Kasera · 2025 · International Conference on Computing, Communication and Automation
  3. Developing a Strong CPS Defender: An Evolutionary Approach
    Qingyuan Hu, Christopher Michael POSKITT, Jun Sun, Yuqi Chen · 2025 · International Symposium on Research in Attacks, Intrusions and Defenses (RAID)
  4. Trust and Risk-aware Human–AI Collaboration Framework in AI-Enabled OT Systems
    Aida Akbarzadeh, Georgios P. Spathoulas · 2025 · IEEE Annual Congress on Artificial Intelligence of Things (AIoT)
  5. Cyber–physical intrusion detection for coordinated renewable energy and storage systems
    Jindong He, Yaning Zheng, Shanshan Lei, Feilong Liao, Lijin Wu · 2026 · Array
  6. Model Predictive Control for Resilient Islanded Microgrids Under Cyber-Physical Attacks
    Raghu Dhumpati, A. Jeraldine Viji, A. Elangovan, T V Divya, N. Thulasi Chitra, V. Elanangai · 2026 · IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI)
  7. Méthode de détection et de diagnostic des attaques de blocage dans les systèmes manufacturiers flexibles incertains
    Amaury Beaudet · 2024 · theses.fr (ABES)
  8. Amélioration de la sécurité des systèmes cyber-physiques : stratégies de détection et d'atténuation
    Álan C. e Sousa · 2024
  9. A Neural Network-Enhanced Kalman Filter for Time Series Anomaly Detection in Cyber-Physical Systems
    Zhongnan Ma, Wentao Xu, Zhou Hao, Ke Yu, Xiaofei Wu · 2026 · Sensors
  10. Topology-aware graph-attentive one-class anomaly detection for physics-based cybersecurity monitoring in photovoltaic systems
    Danilo Greco, Giovanni Battista Gaggero · 2026 · Energy Informatics
  11. Distributed observer-based fault detection over intelligent networked multi-vehicle systems
    Mohammadreza Doostmohammadian, Hamid Reza Rabiee · 2026 · European Journal of Control
  12. CPS-Guard: Defensive Architectures for Securing Large Language Models in Cyber-Physical Systems
    Md. Mazharul Islam, Mubasshir Ahmed, Niaz Ashraf Khan · 2025 · International Conference on Computer and Information Technology (ICCIT)
  13. A New Hybrid Model-Driven Machine Learning Approach for Cyber Attack Detection in Autonomous E-Mobility Systems
    Praneeth Reddy Pesala, Durga Prasad Pilli, Deepak Ronanki, Apparao Dekka · 2025 · IEEE International Conference on Power Electronics, Smart Grid, and Renewable Energy (PESGRE)
  14. StateShield: Real-Time Defense Against Adversarial Attacks on Edge-Deployed DRL Agents
    Junnan Wang, Daniel Enright, Hyoseung Kim · 2026 · IEEE Internet of Things Journal
  15. Toward resilient cybersecurity in chemical process industries: A chemical and process safety engineering perspective on emerging threats and an interdisciplinary defense framework
    Kazem Lakzian, Seyed Hossein Rouhani, Horng‐Jang Liaw, Chun‐Lien Su · 2026 · Reliability Engineering & System Safety
  16. Hierarchical multi-agent AI framework for cybersecurity in cyber–physical systems
    Antonino Ferraro, Antonio Galli, Vincenzo Moscato, Gian Marco Orlando, Diego Russo · 2026 · Computer Networks
  17. Nonlinear Feedback Control for Cyber Resilience: The Security Feedback Control Architecture (SFCA)
    Atharva Khambete, Ashish Kulkarni, Bharati P. Vasgi, Prof. Punam Chavan · 2026 · IEEE Cloud Summit
  18. AI-Driven Forensics for Industrial Digital Twins: A Survey on Vulnerabilities, Attacks, and Investigation Techniques
    Batchu Hima Charan, Saila Yagnika Chodwary, G Hemanth Kumar, Dilip Kumar Jang Bahadur Saini · 2026 · International Conference on Data Science for Cyber-Physical Systems Resilience using Advanced Applications (ICDCA)
  19. Design of stealthy attacks for cyber-physical systems
    Luca A. L. Barbieri, Giancarlo Fortino, Giuseppe Franzè · 2026 · International Conference on Control, Decision and Information Technologies (CoDIT)
  20. UDE-Based Cyber Twin for Residual-Based Anomaly Detection on Sensor and Driver Channels in Data-Center Infrastructure
    Karthik Pappu, Chad Fenner · 2026 · Communications in computer and information science
  21. Distributed algorithms for filtering, estimation, and fault detection over cyber–physical-systems: A tutorial and survey
    Mohammadreza Doostmohammadian, Mahdi Shamsi, Hadi Zayyani, Nader Meskin, Hamid Reza Rabiee, Sérgio Pequito, Usman A. Khan · 2026 · Annual Reviews in Control
  22. Physics-Based Attack Detection for ROS 2 Robotic Systems: A Survey of Physics-Based Validation and Open Challenges
    Eduardo Fraga Da Silva, Fendy Santoso, Lihong Zheng, Willy Susilo · 2026 · IEEE Open Journal of the Industrial Electronics Society
  23. An open-source tool for simulating cyberattacks on smart grid datasets
    Belkacem Kadri, Layth Sliman, Abdullah Alsaedi, Juhar Abdella, Zoubeyr Farah · 2026 · Software Impacts
  24. AI-Assisted Resilience Monitoring for Industrial Control System Security
    Shilpi Mittal, Vivek Kumar Polurouthu, Ankit Gupta · 2026 · IEEE Access
  25. Detection of False Data Injection Attacks in Nuclear Power Plants Using Particle Filters and Time-Series Transformers
    Shashank Padasalagi, Harshitha Pawar · 2026 · Research Square
  26. Security Considerations on Three CPSs in Evolution: ROS, SCADA and OPC UA
    Ivan Cibrario Bertolotti, Flavio Lombardi · 2026 · Future Internet
  27. Cybersecurity and data management challenges in smart energy storage networks
    Kota Muninathan, H. Leena Catherine, S. Murugapoopathi, Hiren Mewada · 2026 · Elsevier eBooks
  28. From bits to atoms: A survey of cross-layer safety in Embodied AI
    Tuo Feng, Yue Zhang, Shiji Zhou, Zhaoxin Fan, Wenguan Wang, Xiaowei Chi, Tianyu Shen, Xiangtai Li, Xuesong Bai, Zheng Zhu et al. · 2026 · AI Plus
  29. Stealthy Denial-of-Service Attack Against Resilient Networked Control Systems: A Kullback-Leibler Divergence Approach
    Luca A. L. Barbieri, Giancarlo Fortino, Giuseppe Franzè · 2026 · IEEE International Conference on Automation Science and Engineering (CASE)
  30. PRAHARI: Physics-Grounded Reputation and Assurance via a Hovering Aerial Reference for Radiological Internet of Things Networks
    Hari Hara Babu Saripalli, Jyothsna Laxmi Saripalli, Leonel E. Lagos, Alexander Perez-Pons, Himanshu Upadhyay · 2026 · Future Internet
  31. Hybrid deep transfer learning framework for cross-domain explainable ICS intrusion detection
    Fatima, Dechang Pi, Asif Ali, Danish Javeed, Muhammad Adil, Izhar Ahmed Khan · 2026 · Intelligent Data Analysis
  32. Enhancing Cyber-Physical Resilience in Critical Infrastructure: A Low-Latency, AI-Driven Anomaly Detection Framework for the GERD
    Filippo Verre, Narendra Kumar, Ranjit Kumar · 2026 · SSRN Electronic Journal
  33. A Cross-Layer Hybrid IDS for Industrial OT Systems: Addressing Detection Gaps due to Abstraction-Layer Mismatch
    Kaan Yildirim, Stefanie Merz, Johannes Baum, Michael Heigl · 2026 · IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)
  34. KADF: Knowledge-Guided Aligned Multi-Source Data Fusion for ICS Anomaly Detection
    Yanqun Wu, Yongtao Zhang, Mingxing Liu, Quan Ma, Fan Wen, Hengxu Shen · 2026 · International Joint Conference on Neural Networks (IJCNN)
  35. Multimodal detection of cyber-physical attacks against intelligent traffic signal controllers
    Sinan Ameen Noman, Haitham Ameen Noman · 2026 · Discover Computing