ICSQuartz: Scan Cycle-Aware and Vendor-Agnostic Fuzzing for Industrial Control Systems
Corban Villa, Constantine Doumanidis, Hithem Lamri, Prashant Hari Narayan Rajput, Michail Maniatakos
Abstract
—Industrial Control Systems (ICS) ensure the automation and safe operation of critical industry, energy, and commerce processes. Despite its importance, ICS code often cannot be evaluated as rigorously as software on traditional computing platforms, as existing code evaluation tools cannot readily interface with the closed ICS ecosystem. Moreover, the use of domain-specific languages, the lack of open and extensible compilers, and the deficiency of techniques developed for ICS-specific nuances, among other challenges, hinder the creation of specialized tools. This paper addresses these challenges by introducing ICSQuartz, the first native fuzzer for IEC 61131-3 Structured Text (ST), a standardized Programmable Logic Controller (PLC) programming language. Native support eliminates the necessity of any vendor or architecture-specific requirements. ICSQuartz outperforms the fastest state-of-the-art fuzzers in the ICS space by more than an order of magnitude in executions per second . In addition to natively fuzzing ST code, we introduce novel mutation strategies to ICSQuartz that uncover vulnerabilities due to the scan cycle architecture of ST programs–a nuance that traditional fuzzers do not consider. Using ICSQuartz, we perform the first large-scale fuzzing campaign of real-world ICS libraries, resulting in multiple vulnerability disclosures and bug fixes. In addition to vulnerabilities, ICSQuartz discovered a bug in an open-source ST compiler. These findings underscore the imperative impact of ICSQuartz in the ICS domain.
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 6955fbc0-ea8d-48b1-ae17-d4151916c0bcCited by top-tier papers3
- An LLM-Driven Fuzzing Framework for Detecting Logic Instruction Bugs in PLCsJiaxing Cheng, Ming Zhou, Haining Wang, Xin Chen et al.NDSS 2026 · 3 citations
- Discovering Blind-Trust Vulnerabilities in PLC Binaries via State Machine RecoveryFangzhou Dong, Arvind S. Raj, Efrén López-Morales, Siyu Liu et al.NDSS 2026 · 1 citation
- Recovering Process Variables from Industrial Network Traffic via Search-Based OptimizationChuan Sheng, Shan Jiang, Jianming Zhao, Yu YaoCCS 2026
Builds on13
- Evaluating Fuzz TestingGeorge Klees, Andrew Ruef, Benji Cooper, Shiyi Wei et al.CCS 2018 · 753 citations
- Large Language Models Are Zero-Shot Fuzzers: Fuzzing Deep-Learning Libraries via Large Language ModelsYinlin Deng, Chunqiu Steven Xia, Haoran Peng, Chenyuan Yang et al.ISSTA 2023 · 253 citations
- Fuzz4All: Universal Fuzzing with Large Language ModelsChunqiu Steven Xia, Matteo Paltenghi, Jia Le Tian, Michael Pradel et al.ICSE 2024 · 155 citations
- ICSREF: A Framework for Automated Reverse Engineering of Industrial Control Systems BinariesAnastasis Keliris, Michail ManiatakosNDSS 2019 · 90 citations
- SoK: Prudent Evaluation Practices for FuzzingMoritz Schloegel, Nils Bars, Nico Schiller, Lukas Bernhard et al.S&P 2024 · 69 citations
Related papers
- ICSFuzz: Manipulating I/Os and Repurposing Binary Code to Enable Instrumented Fuzzing in ICS Control ApplicationsDimitrios Tychalas, Hadjer Benkraouda, Michail ManiatakosUSENIX Security 2021 · 42 citations
- ICS Protocol Fuzzing: Coverage Guided Packet Crack and GenerationZhengxiong Luo, Feilong Zuo, Yuheng Shen, Xun Jiao et al.DAC 2020 · 72 citations
- Fuzzing the Physical Space: Physics-Aware Testing of Black-Box Industrial Control SystemsBurak Sahin, David Oygenblik, Mingxuan Yao, Yizhi Huang et al.S&P 2026 · 3 citations
- Finding Causally Different Tests for an Industrial Control SystemChristopher M. Poskitt, Yuqi Chen, Jun Sun, Yu JiangICSE 2023 · 6 citations
- Formal Semantics and Analysis of Multitask PLC ST Programs with PreemptionJaeseo Lee, Kyungmin BaeFM 2024 · 8 citations
