USENIX Security2026Top-tier venue
SoK: Security of Cyber-physical Systems Under Intentional Electromagnetic Interference Attacks
Qinhong Jiang, Yan Long, Youqian Zhang, Chen Yan, Xiaoyu Ji, Xiapu Luo, Kevin Fu, Jiannong Cao, Wenyuan Xu
Abstract
Falsifying electrical signals in computer systems—the gateway between the physical and digital worlds—intentional electromagnetic interference (IEMI) attacks have become increasingly pervasive and damaging to cyber-physical systems due to their ability to disrupt or control a wide range of safety- and security-critical applications. Existing studies of IEMI attacks are often highly device-specific and exploit disparate, insufficiently compared attack vectors. The absence of a unified, model-based understanding of IEMI vulnerabilities hinders both transferable security assessments and effective cross-disciplinary collaboration toward deployable protections. To address this gap, this work analyzes over 80 instances of IEMI attacks and defenses to provide an analytical framework that models how adversaries achieve IEMI coupling and sample manipulation to inject malicious electromagnetic energy that alters hardware behavior and impacts software execution. The primary goal is to move the field beyond exhaustive empirical discovery of vulnerable instances and toward in-depth theoretical analysis and proactive defense strategies applicable to both existing and future cyber-physical systems. In addition to identifying gaps in current IEMI attack and defense research, this work outlines important directions for future work tailored to the needs and roles of different stakeholder communities. To foster future research on IEMI attacks, we are releasing and maintaining an open-source IEMI research database at https://iemi-research-database.github.io/ .
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Your agent calls
Luneget_paper_fulltext
Free to start. No credit card required.
Terminal
Install the CLIlune papers fulltext 6b6b2c45-d05f-4655-a810-ae7f49ba8a37Cited by top-tier papers2
- Injected and Leaked: Actively Inducing Side-Channel Leakage Using Electromagnetic Injection and Hardware NonlinearityHaoran Yan, Ziyu Shao, Shuhao Zhang, Qinhong Jiang et al.USENIX Security 2026
- CamPI: Physical Adversarial Examples through Camera Power Signal InjectionYanze Ren, Mingyuan Lv, Qinhong Jiang, Yan Jiang et al.CVPR 2026
Builds on28
- DolphinAttack: Inaudible Voice CommandsGuoming Zhang, Chen Yan, Xiaoyu Ji, Tianchen Zhang et al.CCS 2017 · 753 citations
- Poltergeist: Acoustic Adversarial Machine Learning against Cameras and Computer VisionXiaoyu Ji, Yushi Cheng, Yuepeng Zhang, Kai Wang et al.S&P 2021 · 99 citations
- Trick or Heat?: Manipulating Critical Temperature-Based Control Systems Using Rectification AttacksYazhou Tu, Sara Rampazzi, Bin Hao, Angel Rodriguez et al.CCS 2019 · 87 citations
- Detection of Electromagnetic Interference Attacks on Sensor SystemsYouqian Zhang, Kasper RasmussenS&P 2020 · 68 citations
- Tap 'n Ghost: A Compilation of Novel Attack Techniques against Smartphone TouchscreensSeita Maruyama, Satohiro Wakabayashi, Tatsuya MoriS&P 2019 · 39 citations
Related papers
- Physical-Layer Attacks Against Pulse Width Modulation-Controlled ActuatorsGökçen Yilmaz Dayanikli, Sourav Sinha, Devaprakash Muniraj, Ryan M. Gerdes et al.USENIX Security 2022
- Invisible Finger: Practical Electromagnetic Interference Attack on Touchscreen-based Electronic DevicesHaoqi Shan, Boyi Zhang, Zihao Zhan, Dean Sullivan et al.S&P 2022 · 17 citations
- PuppetMouse: Practical and Contactless Mouse Manipulation Attack via Intentional Electromagnetic Interference InjectionWenfan Song, Jianwei Liu, Jinsong HanUbiComp 2024 · 3 citations
- SoK: Security of Programmable Logic ControllersEfrén López-Morales, Ulysse Planta, Carlos E. Rubio-Medrano, Ali Abbasi et al.USENIX Security 2024 · 10 citations
- SoK: A Minimalist Approach to Formalizing Analog Sensor SecurityChen Yan, Hocheol Shin, Connor Bolton, Wenyuan Xu et al.S&P 2020 · 86 citations
