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
DOI 10.1145/3203245
Cited by (535)
Items 501–535 of 535
- Personalized Federated Learning for Detecting False Data Injection Attacks in Power GridsMengwei Lv, Ruijuan Zheng, Junlong Zhu, Yongsheng Dong, Qingtao Wu, Xuhui Zhao · 2026 · Concurrency and Computation Practice and Experience
- XAI-GAN: An Explainable GAN Framework for Secure Anomaly Detection in Cyber-Physical SystemsNishant Kumar, Aakansha C. Saxena, Chetan Kasera · 2025 · International Conference on Computing, Communication and Automation
- Developing a Strong CPS Defender: An Evolutionary ApproachQingyuan Hu, Christopher Michael POSKITT, Jun Sun, Yuqi Chen · 2025 · International Symposium on Research in Attacks, Intrusions and Defenses (RAID)
- Trust and Risk-aware Human–AI Collaboration Framework in AI-Enabled OT SystemsAida Akbarzadeh, Georgios P. Spathoulas · 2025 · IEEE Annual Congress on Artificial Intelligence of Things (AIoT)
- Cyber–physical intrusion detection for coordinated renewable energy and storage systemsJindong He, Yaning Zheng, Shanshan Lei, Feilong Liao, Lijin Wu · 2026 · Array
- Model Predictive Control for Resilient Islanded Microgrids Under Cyber-Physical AttacksRaghu 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)
- Méthode de détection et de diagnostic des attaques de blocage dans les systèmes manufacturiers flexibles incertainsAmaury Beaudet · 2024 · theses.fr (ABES)
- Amélioration de la sécurité des systèmes cyber-physiques : stratégies de détection et d'atténuationÁlan C. e Sousa · 2024
- A Neural Network-Enhanced Kalman Filter for Time Series Anomaly Detection in Cyber-Physical SystemsZhongnan Ma, Wentao Xu, Zhou Hao, Ke Yu, Xiaofei Wu · 2026 · Sensors
- Topology-aware graph-attentive one-class anomaly detection for physics-based cybersecurity monitoring in photovoltaic systemsDanilo Greco, Giovanni Battista Gaggero · 2026 · Energy Informatics
- Distributed observer-based fault detection over intelligent networked multi-vehicle systemsMohammadreza Doostmohammadian, Hamid Reza Rabiee · 2026 · European Journal of Control
- CPS-Guard: Defensive Architectures for Securing Large Language Models in Cyber-Physical SystemsMd. Mazharul Islam, Mubasshir Ahmed, Niaz Ashraf Khan · 2025 · International Conference on Computer and Information Technology (ICCIT)
- A New Hybrid Model-Driven Machine Learning Approach for Cyber Attack Detection in Autonomous E-Mobility SystemsPraneeth Reddy Pesala, Durga Prasad Pilli, Deepak Ronanki, Apparao Dekka · 2025 · IEEE International Conference on Power Electronics, Smart Grid, and Renewable Energy (PESGRE)
- StateShield: Real-Time Defense Against Adversarial Attacks on Edge-Deployed DRL AgentsJunnan Wang, Daniel Enright, Hyoseung Kim · 2026 · IEEE Internet of Things Journal
- Toward resilient cybersecurity in chemical process industries: A chemical and process safety engineering perspective on emerging threats and an interdisciplinary defense frameworkKazem Lakzian, Seyed Hossein Rouhani, Horng‐Jang Liaw, Chun‐Lien Su · 2026 · Reliability Engineering & System Safety
- Hierarchical multi-agent AI framework for cybersecurity in cyber–physical systemsAntonino Ferraro, Antonio Galli, Vincenzo Moscato, Gian Marco Orlando, Diego Russo · 2026 · Computer Networks
- 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
- AI-Driven Forensics for Industrial Digital Twins: A Survey on Vulnerabilities, Attacks, and Investigation TechniquesBatchu 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)
- Design of stealthy attacks for cyber-physical systemsLuca A. L. Barbieri, Giancarlo Fortino, Giuseppe Franzè · 2026 · International Conference on Control, Decision and Information Technologies (CoDIT)
- UDE-Based Cyber Twin for Residual-Based Anomaly Detection on Sensor and Driver Channels in Data-Center InfrastructureKarthik Pappu, Chad Fenner · 2026 · Communications in computer and information science
- Distributed algorithms for filtering, estimation, and fault detection over cyber–physical-systems: A tutorial and surveyMohammadreza Doostmohammadian, Mahdi Shamsi, Hadi Zayyani, Nader Meskin, Hamid Reza Rabiee, Sérgio Pequito, Usman A. Khan · 2026 · Annual Reviews in Control
- Physics-Based Attack Detection for ROS 2 Robotic Systems: A Survey of Physics-Based Validation and Open ChallengesEduardo Fraga Da Silva, Fendy Santoso, Lihong Zheng, Willy Susilo · 2026 · IEEE Open Journal of the Industrial Electronics Society
- An open-source tool for simulating cyberattacks on smart grid datasetsBelkacem Kadri, Layth Sliman, Abdullah Alsaedi, Juhar Abdella, Zoubeyr Farah · 2026 · Software Impacts
- AI-Assisted Resilience Monitoring for Industrial Control System SecurityShilpi Mittal, Vivek Kumar Polurouthu, Ankit Gupta · 2026 · IEEE Access
- Detection of False Data Injection Attacks in Nuclear Power Plants Using Particle Filters and Time-Series TransformersShashank Padasalagi, Harshitha Pawar · 2026 · Research Square
- Security Considerations on Three CPSs in Evolution: ROS, SCADA and OPC UAIvan Cibrario Bertolotti, Flavio Lombardi · 2026 · Future Internet
- Cybersecurity and data management challenges in smart energy storage networksKota Muninathan, H. Leena Catherine, S. Murugapoopathi, Hiren Mewada · 2026 · Elsevier eBooks
- From bits to atoms: A survey of cross-layer safety in Embodied AITuo Feng, Yue Zhang, Shiji Zhou, Zhaoxin Fan, Wenguan Wang, Xiaowei Chi, Tianyu Shen, Xiangtai Li, Xuesong Bai, Zheng Zhu et al. · 2026 · AI Plus
- Stealthy Denial-of-Service Attack Against Resilient Networked Control Systems: A Kullback-Leibler Divergence ApproachLuca A. L. Barbieri, Giancarlo Fortino, Giuseppe Franzè · 2026 · IEEE International Conference on Automation Science and Engineering (CASE)
- PRAHARI: Physics-Grounded Reputation and Assurance via a Hovering Aerial Reference for Radiological Internet of Things NetworksHari Hara Babu Saripalli, Jyothsna Laxmi Saripalli, Leonel E. Lagos, Alexander Perez-Pons, Himanshu Upadhyay · 2026 · Future Internet
- Hybrid deep transfer learning framework for cross-domain explainable ICS intrusion detectionFatima, Dechang Pi, Asif Ali, Danish Javeed, Muhammad Adil, Izhar Ahmed Khan · 2026 · Intelligent Data Analysis
- Enhancing Cyber-Physical Resilience in Critical Infrastructure: A Low-Latency, AI-Driven Anomaly Detection Framework for the GERDFilippo Verre, Narendra Kumar, Ranjit Kumar · 2026 · SSRN Electronic Journal
- A Cross-Layer Hybrid IDS for Industrial OT Systems: Addressing Detection Gaps due to Abstraction-Layer MismatchKaan Yildirim, Stefanie Merz, Johannes Baum, Michael Heigl · 2026 · IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)
- KADF: Knowledge-Guided Aligned Multi-Source Data Fusion for ICS Anomaly DetectionYanqun Wu, Yongtao Zhang, Mingxing Liu, Quan Ma, Fan Wen, Hengxu Shen · 2026 · International Joint Conference on Neural Networks (IJCNN)
- Multimodal detection of cyber-physical attacks against intelligent traffic signal controllersSinan Ameen Noman, Haitham Ameen Noman · 2026 · Discover Computing