Cyber-Physical Systems Security -- A Survey
Not on the map. Why?
Abstract (arXiv)
With the exponential growth of cyber-physical systems (CPS), new security challenges have emerged. Various vulnerabilities, threats, attacks, and controls have been introduced for the new generation of CPS. However, there lack a systematic study of CPS security issues. In particular, the heterogeneity of CPS components and the diversity of CPS systems have made it very difficult to study the problem with one generalized model. In this paper, we capture and systematize existing research on CPS security under a unified framework. The framework consists of three orthogonal coordinates: (1) from the security perspective, we follow the well-known taxonomy of threats, vulnerabilities, attacks and controls; (2)from the CPS components perspective, we focus on cyber, physical, and cyber-physical components; and (3) from the CPS systems perspective, we explore general CPS features as well as representative systems (e.g., smart grids, medical CPS and smart cars). The model can be both abstract to show general interactions of a CPS application and specific to capture any details when needed. By doing so, we aim to build a model that is abstract enough to be applicable to various heterogeneous CPS applications; and to gain a modular view of the tightly coupled CPS components. Such abstract decoupling makes it possible to gain a systematic understanding of CPS security, and to highlight the potential sources of attacks and ways of protection.
Key facts. Cited by 19 papers in the map (data through 7 Oct 2026). First posted on arXiv 17 Jan 2017.
Builds on
No reference list yet.
Built on by
Citing papers per year: 2021: 6; 2022: 1; 2023: 2; 2024: 2; 2025: 3; 2026: 5.
19 papers.
Sort:
By area:
- 2025Towards Robust and Secure Embodied AI: A Survey on Vulnerabilities and Attackscited by 32
- 2021Time Series Anomaly Detection for Cyber-Physical Systems via Neural System Identification and Bayesian Filteringcited by 31
- 2021Resilient Machine Learning for Networked Cyber Physical Systems: A Survey for Machine Learning Security to Securing Machine Learning for CPScited by 10
- 2021IoT-Enabled Social Relationships Meet Artificial Social Intelligencecited by 8
- 2023MTS-DVGAN: Anomaly Detection in Cyber-Physical Systems using a Dual Variational Generative Adversarial Networkcited by 5
- 2026What Breaks Embodied AI Security:LLM Vulnerabilities, CPS Flaws,or Something Else?cited by 5
- 2021SHARKS: Smart Hacking Approaches for RisK Scanning in Internet-of-Things and Cyber-Physical Systems based on Machine Learningcited by 4
- 2025Cyber-Physical Systems Security: A Comprehensive Review of Anomaly Detection Techniquescited by 4
- 2024Adaptive Anomaly Detection for Identifying Attacks in Cyber-Physical Systems: A Systematic Literature Reviewcited by 2
- 2026Decentralized Multi-Agent Swarms for Autonomous Grid Security in Industrial IoT: A Consensus-based Approachcited by 2
- 2021Cross-Layered Distributed Data-driven Framework For Enhanced Smart Grid Cyber-Physical Securitycited by 1
- 2026AI-Native Closed-Loop Security for 6G-Enabled Cyber-Physical Systems: From Edge Detection to Network-Wide Mitigationcited by 1
7 more
- 2021An RL-Based Adaptive Detection Strategy to Secure Cyber-Physical Systemscited by 0
- 2022Improving Radioactive Material Localization by Leveraging Cyber-Security Model Optimizationscited by 0
- 2023Few-shot Detection of Anomalies in Industrial Cyber-Physical System via Prototypical Network and Contrastive Learningcited by 0
- 2024LightPure: Realtime Adversarial Image Purification for Mobile Devices Using Diffusion Modelscited by 0
- 2025Autonomous Cyber Resilience via a Co-Evolutionary Arms Race within a Fortified Digital Twin Sandboxcited by 0
- 2026MulRobBench: A Decision-Level Benchmark for Safe and Security-Policy-Compliant Multimodal UAV Agentscited by 0
- 2026Diff-DDoS: Realistic Cyber-Physical Attack Synthesis and Robust Detection for 5G-Enabled CPS Using Tabular Diffusion Modelscited by 0
- 2026Diff-DDoS: Realistic Cyber-Physical Attack Synthesis and Robust Detection for 5G-Enabled CPS Using Tabular Diffusion Models18 Aug 2026
- 2026MulRobBench: A Decision-Level Benchmark for Safe and Security-Policy-Compliant Multimodal UAV Agents26 Jul 2026
- 2026AI-Native Closed-Loop Security for 6G-Enabled Cyber-Physical Systems: From Edge Detection to Network-Wide Mitigation6 Jun 2026
- 2026What Breaks Embodied AI Security:LLM Vulnerabilities, CPS Flaws,or Something Else?19 Feb 2026
- 2026Decentralized Multi-Agent Swarms for Autonomous Grid Security in Industrial IoT: A Consensus-based Approach24 Jan 2026
- 2025Autonomous Cyber Resilience via a Co-Evolutionary Arms Race within a Fortified Digital Twin Sandbox25 Jun 2025
- 2025Cyber-Physical Systems Security: A Comprehensive Review of Anomaly Detection Techniques18 Feb 2025
- 2025Towards Robust and Secure Embodied AI: A Survey on Vulnerabilities and Attacks18 Feb 2025
- 2024Adaptive Anomaly Detection for Identifying Attacks in Cyber-Physical Systems: A Systematic Literature Review21 Nov 2024
- 2024LightPure: Realtime Adversarial Image Purification for Mobile Devices Using Diffusion Models31 Aug 2024
- 2023MTS-DVGAN: Anomaly Detection in Cyber-Physical Systems using a Dual Variational Generative Adversarial Network4 Nov 2023
- 2023Few-shot Detection of Anomalies in Industrial Cyber-Physical System via Prototypical Network and Contrastive Learning21 Feb 2023
7 more
- 2022Improving Radioactive Material Localization by Leveraging Cyber-Security Model Optimizations21 Feb 2022
- 2021Cross-Layered Distributed Data-driven Framework For Enhanced Smart Grid Cyber-Physical Security10 Nov 2021
- 2021Time Series Anomaly Detection for Cyber-Physical Systems via Neural System Identification and Bayesian Filtering15 Jun 2021
- 2021An RL-Based Adaptive Detection Strategy to Secure Cyber-Physical Systems4 Mar 2021
- 2021IoT-Enabled Social Relationships Meet Artificial Social Intelligence21 Feb 2021
- 2021Resilient Machine Learning for Networked Cyber Physical Systems: A Survey for Machine Learning Security to Securing Machine Learning for CPS14 Feb 2021
- 2021SHARKS: Smart Hacking Approaches for RisK Scanning in Internet-of-Things and Cyber-Physical Systems based on Machine Learning7 Jan 2021
- 2025Towards Robust and Secure Embodied AI: A Survey on Vulnerabilities and Attackscited by 32
- 2021Time Series Anomaly Detection for Cyber-Physical Systems via Neural System Identification and Bayesian Filteringcited by 31
- 2021Resilient Machine Learning for Networked Cyber Physical Systems: A Survey for Machine Learning Security to Securing Machine Learning for CPScited by 10
- 2021IoT-Enabled Social Relationships Meet Artificial Social Intelligencecited by 8
- 2023MTS-DVGAN: Anomaly Detection in Cyber-Physical Systems using a Dual Variational Generative Adversarial Networkcited by 5
- 2026What Breaks Embodied AI Security:LLM Vulnerabilities, CPS Flaws,or Something Else?cited by 5
- 2021SHARKS: Smart Hacking Approaches for RisK Scanning in Internet-of-Things and Cyber-Physical Systems based on Machine Learningcited by 4
- 2025Cyber-Physical Systems Security: A Comprehensive Review of Anomaly Detection Techniquescited by 4
- 2024Adaptive Anomaly Detection for Identifying Attacks in Cyber-Physical Systems: A Systematic Literature Reviewcited by 2
- 2026Decentralized Multi-Agent Swarms for Autonomous Grid Security in Industrial IoT: A Consensus-based Approachcited by 2
- 2021Cross-Layered Distributed Data-driven Framework For Enhanced Smart Grid Cyber-Physical Securitycited by 1
- 2026AI-Native Closed-Loop Security for 6G-Enabled Cyber-Physical Systems: From Edge Detection to Network-Wide Mitigationcited by 1
12 most cited of 18 All 18 (JSON)
- 2026Diff-DDoS: Realistic Cyber-Physical Attack Synthesis and Robust Detection for 5G-Enabled CPS Using Tabular Diffusion Models18 Aug 2026
- 2026MulRobBench: A Decision-Level Benchmark for Safe and Security-Policy-Compliant Multimodal UAV Agents26 Jul 2026
- 2026AI-Native Closed-Loop Security for 6G-Enabled Cyber-Physical Systems: From Edge Detection to Network-Wide Mitigation6 Jun 2026
- 2026What Breaks Embodied AI Security:LLM Vulnerabilities, CPS Flaws,or Something Else?19 Feb 2026
- 2026Decentralized Multi-Agent Swarms for Autonomous Grid Security in Industrial IoT: A Consensus-based Approach24 Jan 2026
- 2025Autonomous Cyber Resilience via a Co-Evolutionary Arms Race within a Fortified Digital Twin Sandbox25 Jun 2025
- 2025Cyber-Physical Systems Security: A Comprehensive Review of Anomaly Detection Techniques18 Feb 2025
- 2025Towards Robust and Secure Embodied AI: A Survey on Vulnerabilities and Attacks18 Feb 2025
- 2024Adaptive Anomaly Detection for Identifying Attacks in Cyber-Physical Systems: A Systematic Literature Review21 Nov 2024
- 2023MTS-DVGAN: Anomaly Detection in Cyber-Physical Systems using a Dual Variational Generative Adversarial Network4 Nov 2023
- 2023Few-shot Detection of Anomalies in Industrial Cyber-Physical System via Prototypical Network and Contrastive Learning21 Feb 2023
- 2022Improving Radioactive Material Localization by Leveraging Cyber-Security Model Optimizations21 Feb 2022
12 newest of 18 All 18 (JSON)