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Fuzzing of Embedded Systems: A Survey
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/cpe.5756openalex-snapshot
Fw‐fuzz: A code coverage‐guided fuzzing framework for network protocols on firmware
inferredcites →https://doi.org/10.1007/978-3-030-30619-9_10openalex-snapshot
Detection of GPS Spoofing Attack on Unmanned Aerial Vehicle System
inferredcites →https://doi.org/10.1007/978-3-319-11933-5_13openalex-snapshot
A Survey of Dynamic Program Analysis Techniques and Tools
inferredcites →https://doi.org/10.1016/j.compind.2018.04.015openalex-snapshot
The industrial internet of things (IIoT): An analysis framework
inferredcites →https://doi.org/10.1016/j.jnca.2019.102481openalex-snapshot
A Comprehensive Survey on Attacks, Security Issues and Blockchain Solutions for IoT and IIoT
inferredcites →https://doi.org/10.1109/13.275191openalex-snapshot
An in-circuit emulator for TMS320C25
inferredcites →https://doi.org/10.1109/2.982916openalex-snapshot
Simics: A full system simulation platform
inferredcites →https://doi.org/10.1109/access.2019.2911526openalex-snapshot
Analysis of the GPS Spoofing Vulnerability in the Drone 3DR Solo
inferredcites →https://doi.org/10.1109/access.2020.2973043openalex-snapshot
FIRMCORN: Vulnerability-Oriented Fuzzing of IoT Firmware via Optimized Virtual Execution
inferredcites →https://doi.org/10.1109/access.2021.3097807openalex-snapshot
FIRM-COV: High-Coverage Greybox Fuzzing for IoT Firmware via Optimized Process Emulation
inferredcites →https://doi.org/10.1109/apace.2005.1607831openalex-snapshot
The Design of High Speed UART
inferredcites →https://doi.org/10.1109/ase.2017.8115618openalex-snapshot
Learn&Fuzz: Machine learning for input fuzzing
inferredcites →https://doi.org/10.1109/ats.2010.19openalex-snapshot
Tackling the Path Explosion Problem in Symbolic Execution-Driven Test Generation for Programs
inferredcites →https://doi.org/10.1109/cgo34010.2015openalex-snapshot
2015 IEEE/ACM International Symposium on Code Generation and Optimization (CGO)
inferredcites →https://doi.org/10.1109/etfa.2015.7301400openalex-snapshot
A Modbus/TCP Fuzzer for testing internetworked industrial systems
inferredcites →https://doi.org/10.1109/icesc.2014.15openalex-snapshot
The Survey of Real Time Operating System: RTOS
inferredcites →https://doi.org/10.1109/icrms.2011.5979375openalex-snapshot
A dynamic software binary fault injection system for real-time embedded software
inferredcites →https://doi.org/10.1109/icse.2009.5070546openalex-snapshot
Taint-based directed whitebox fuzzing
inferredcites →https://doi.org/10.1109/icst.2019.00016openalex-snapshot
SeqFuzzer: An Industrial Protocol Fuzzing Framework from a Deep Learning Perspective
inferredcites →https://doi.org/10.1109/ipccc47392.2019.8958740openalex-snapshot
An Efficient Greybox Fuzzing Scheme for Linux-based IoT Programs Through Binary Static Analysis
inferredcites →https://doi.org/10.1109/jiot.2018.2822842openalex-snapshot
IIoT Cybersecurity Risk Modeling for SCADA Systems
inferredcites →https://doi.org/10.1109/jsen.2016.2519924openalex-snapshot
TinyOS-New Trends, Comparative Views, and Supported Sensing Applications: A Review
inferredcites →https://doi.org/10.1109/mc.2007.364openalex-snapshot
The Discipline of Embedded Systems Design
inferredcites →https://doi.org/10.1109/mdt.2008.142openalex-snapshot
Hardware-Software Approaches to In-Circuit Emulation for Embedded Processors
inferredcites →https://doi.org/10.1109/milcom.2012.6415722openalex-snapshot
Quickest detection of GPS spoofing attack
inferredcites →https://doi.org/10.1109/msp.2005.55openalex-snapshot
Violating Assumptions with Fuzzing
inferredcites →https://doi.org/10.1109/msp.2015.132openalex-snapshot
The DARPA Cyber Grand Challenge: A Competitor's Perspective
inferredcites →https://doi.org/10.1109/sp.2010.34openalex-snapshot
Experimental Security Analysis of a Modern Automobile
inferredcites →https://doi.org/10.1109/sp.2010.37openalex-snapshot
TaintScope: A Checksum-Aware Directed Fuzzing Tool for Automatic Software Vulnerability Detection
inferredcites →https://doi.org/10.1109/sp.2016.15openalex-snapshot
LAVA: Large-Scale Automated Vulnerability Addition
inferredcites →https://doi.org/10.1109/sp.2018.00046openalex-snapshot
Angora: Efficient Fuzzing by Principled Search
inferredcites →https://doi.org/10.1109/sp35280.2016openalex-snapshot
2016 IEEE Symposium on Security and Privacy (SP)
inferredcites →https://doi.org/10.1109/sp40000.2020.00063openalex-snapshot
Pangolin: Incremental Hybrid Fuzzing with Polyhedral Path Abstraction
inferredcites →https://doi.org/10.1109/sp40001.2021.00066openalex-snapshot
Diane: Identifying Fuzzing Triggers in Apps to Generate Under-constrained Inputs for IoT Devices
inferredcites →https://doi.org/10.1109/surv.2012.071812.00124openalex-snapshot
Introduction to Industrial Control Networks
inferredcites →https://doi.org/10.1109/tcad.2020.3013046openalex-snapshot
EM-Fuzz: Augmented Firmware Fuzzing via Memory Checking
inferredcites →https://doi.org/10.1109/tii.2014.2300753openalex-snapshot
Internet of Things in Industries: A Survey
inferredcites →https://doi.org/10.1109/tse.2017.2785841openalex-snapshot
Coverage-Based Greybox Fuzzing as Markov Chain
inferredcites →https://doi.org/10.1109/tse.2019.2946563openalex-snapshot
The Art, Science, and Engineering of Fuzzing: A Survey
inferredcites →https://doi.org/10.1109/wescon.1997.632381openalex-snapshot
Emulation techniques for microcontrollers
inferredcites →https://doi.org/10.1145/106972.107003openalex-snapshot
Performance from architecture: comparing a RISC and a CISC with similar hardware organization
inferredcites →https://doi.org/10.1145/1111320.1111070openalex-snapshot
The essence of command injection attacks in web applications
inferredcites →https://doi.org/10.1145/1368088.1368112openalex-snapshot
Static detection of cross-site scripting vulnerabilities
inferredcites →https://doi.org/10.1145/2090147.2094081openalex-snapshot
SAGE: Whitebox Fuzzing for Security Testing
inferredcites →https://doi.org/10.1145/2393596.2393651openalex-snapshot
Predicting null-pointer dereferences in concurrent programs
inferredcites →https://doi.org/10.1145/2699026openalex-snapshot
Proceedings of the 5th ACM Conference on Data and Application Security and Privacy
inferredcites →https://doi.org/10.1145/2843859.2843867openalex-snapshot
Repeatable Reverse Engineering with PANDA
inferredcites →https://doi.org/10.1145/2897845.2897900openalex-snapshot
Automated Dynamic Firmware Analysis at Scale
inferredcites →https://doi.org/10.1145/3182657openalex-snapshot
A Survey of Symbolic Execution Techniques
inferredcites →https://doi.org/10.1145/3423167openalex-snapshot
Challenges in Firmware Re-Hosting, Emulation, and Analysis
inferredcites →https://doi.org/10.1145/3427228.3427294openalex-snapshot
FirmAE: Towards Large-Scale Emulation of IoT Firmware for Dynamic Analysis
inferredcites →https://doi.org/10.1145/3460120.3484543openalex-snapshot
Snipuzz: Black-box Fuzzing of IoT Firmware via Message Snippet Inference
inferredcites →https://doi.org/10.1145/96267.96279openalex-snapshot
An empirical study of the reliability of UNIX utilities
inferredcites →https://doi.org/10.5121/ijesa.2012.2204openalex-snapshot
Black Box and White Box Testing Techniques - A Literature Review
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1002/stvr.1897openalex-snapshot
DialTest‐EA: An Enhanced Fuzzing Approach With Energy Adjustment for Dialogue Systems via Metamorphic Testing
inferred← citeshttps://doi.org/10.1007/978-3-031-53274-0_7openalex-snapshot
A Scalable Middleware for IoT Vulnerability Detection
inferred← citeshttps://doi.org/10.1007/978-3-031-64171-8_21openalex-snapshot
Seum Spread: Discerning Security Flaws in IoT Firmware via Call Sequence Semantics
inferred← citeshttps://doi.org/10.1007/978-3-031-87760-5_8openalex-snapshot
Stateful Fuzzing of OPC UA
inferred← citeshttps://doi.org/10.1007/978-981-96-0401-2_18openalex-snapshot
Fuzzing the ARM Cortex-M: A Survey
inferred← citeshttps://doi.org/10.1007/s10207-024-00979-wopenalex-snapshot
Fuzzing frameworks for server-side web applications: a survey
inferred← citeshttps://doi.org/10.1007/s11227-025-07371-yopenalex-snapshot
Systematic exploration of fuzzing in IoT: techniques, vulnerabilities, and open challenges
inferred← citeshttps://doi.org/10.1007/s11276-023-03517-zopenalex-snapshot
Harden-IoT: hardening the EoL devices by intercepting the attack vector for future B5G/6G IoT
inferred← citeshttps://doi.org/10.1016/j.cose.2023.103618openalex-snapshot
SHFuzz: Service handler-aware fuzzing for detecting multi-type vulnerabilities in embedded devices
inferred← citeshttps://doi.org/10.1016/j.icte.2025.05.008openalex-snapshot
Accelerating firmware vulnerability detection through directed reaching definition analysis
inferred← citeshttps://doi.org/10.1016/j.jnca.2024.103835openalex-snapshot
HD-FUZZ: Hardware dependency-aware firmware fuzzing via hybrid MMIO modeling
inferred← citeshttps://doi.org/10.1016/j.swevo.2024.101747openalex-snapshot
A novel memory usage guided fuzzing based on particle swarm optimization
inferred← citeshttps://doi.org/10.1016/j.sysarc.2024.103288openalex-snapshot
TaPaFuzz: Hardware-accelerated RISC-V bare-metal firmware fuzzing using rapid job launches
inferred← citeshttps://doi.org/10.1109/access.2024.3425604openalex-snapshot
Challenges in Dynamic Analysis of Drone Firmware and Its Solutions
inferred← citeshttps://doi.org/10.1109/access.2024.3470216openalex-snapshot
Let’s Get Cyber-Physical: Validation of Safety-Critical Cyber-Physical Systems
inferred← citeshttps://doi.org/10.1109/access.2025.3575691openalex-snapshot
Bare-Metal Firmware Fuzzing: A Survey of Techniques and Approaches
inferred← citeshttps://doi.org/10.1109/access.2025.3583985openalex-snapshot
A Comprehensive Survey of Security and Privacy in UAV Systems
inferred← citeshttps://doi.org/10.1109/access.2025.3641508openalex-snapshot
Harnessing Fuzzing Capabilities to Improve Automotive Cybersecurity
inferred← citeshttps://doi.org/10.1109/cascon66301.2025.00044openalex-snapshot
Securing LLM-Generated Embedded Firmware Through AI Agent-Driven Validation and Patching
inferred← citeshttps://doi.org/10.1109/cases60062.2024.00007openalex-snapshot
Special Session: Detecting and Defending Vulnerabilities in Heterogeneous and Monolithic Systems: Current Strategies and Future Directions
inferred← citeshttps://doi.org/10.1109/dmc58182.2023.10412473openalex-snapshot
Fuzzing for Power Grids: A Comparative Study of Existing Frameworks and a New Method for Detecting Silent Crashes in Control Devices
inferred← citeshttps://doi.org/10.1109/dsc65356.2025.11260865openalex-snapshot
Adaptive Fuzzing Framework for Embedded Systems Vulnerability Detection Using Reinforcement and Deep Learning
inferred← citeshttps://doi.org/10.1109/dsn-s58398.2023.00031openalex-snapshot
Towards Rehosting Embedded Applications as Linux Applications
inferred← citeshttps://doi.org/10.1109/dsn69566.2026.00074openalex-snapshot
MTFuzz: A Novel Efficacy Fuzzing Framework for Aerospace Monolithic Firmware
inferred← citeshttps://doi.org/10.1109/iiai-aai63651.2024.00010openalex-snapshot
YODA: Middleware for Improving Setup and Preprocessing in Static Analysis of IoT Firmware
inferred← citeshttps://doi.org/10.1109/iotais60147.2023.10346047openalex-snapshot
A Middleware to Improve Analysis Coverage in IoT Vulnerability Detection
inferred← citeshttps://doi.org/10.1109/isca66397.2026.00154openalex-snapshot
Democratizing and Accelerating Hardware Verification with Software-Native Optimization
inferred← citeshttps://doi.org/10.1109/sp54263.2024.00211openalex-snapshot
LLMIF: Augmented Large Language Model for Fuzzing IoT Devices
inferred← citeshttps://doi.org/10.1109/tase.2024.3435880openalex-snapshot
Optimization of Embedded System With Edge Computing and Sleep Modes for Balance Between Energy Consumption and Cache Occupancy
inferred← citeshttps://doi.org/10.1109/trustcom63139.2024.00066openalex-snapshot
JasFree: Grammar-free Program Analysis for JavaScript Bytecode
inferred← citeshttps://doi.org/10.1109/trustcom66490.2025.00216openalex-snapshot
DFAFuzz: Fuzzing for Embedded JavaScript Virtual Machines with Type-Directed DFA
inferred← citeshttps://doi.org/10.1109/vizsec60606.2023.00007openalex-snapshot
FuzzPlanner: Visually Assisting the Design of Firmware Fuzzing Campaigns
inferred← citeshttps://doi.org/10.1134/s0361768824010079openalex-snapshot
A Survey of Software Dynamic Analysis Methods
inferred← citeshttps://doi.org/10.1145/3579028.3609005openalex-snapshot
A configurable approach to cyber-physical systems fuzzing
inferred← citeshttps://doi.org/10.1145/3597926.3598115openalex-snapshot
Fuzzing Embedded Systems using Debug Interfaces
inferred← citeshttps://doi.org/10.1145/3605758.3623493openalex-snapshot
Firmulti Fuzzer: Discovering Multi-process Vulnerabilities in IoT Devices with Full System Emulation and VMI
inferred← citeshttps://doi.org/10.1145/3611668openalex-snapshot
The Human Side of Fuzzing: Challenges Faced by Developers during Fuzzing Activities
inferred← citeshttps://doi.org/10.1145/3652032.3657568openalex-snapshot
TWFuzz: Fuzzing Embedded Systems with Three Wires
inferred← citeshttps://doi.org/10.1145/3653718openalex-snapshot
Automatically Inspecting Thousands of Static Bug Warnings with Large Language Model: How Far Are We?
inferred← citeshttps://doi.org/10.1145/3696630.3728546openalex-snapshot
Grey-Box Fuzzing in Constrained Ultra-Large Systems: Lessons for SE Community
inferred← citeshttps://doi.org/10.1145/3713081.3731719openalex-snapshot
Shepherd: High-Precision Coverage Inference for Response-guided Blackbox Fuzzing (Registered Report)
inferred← citeshttps://doi.org/10.1145/3728914openalex-snapshot
Structure-Aware, Diagnosis-Guided ECU Firmware Fuzzing
inferred← citeshttps://doi.org/10.1145/3744916.3764525openalex-snapshot
Do Unit Proofs Work? An Empirical Study of Compositional Bounded Model Checking for Memory Safety Verification
inferred← citeshttps://doi.org/10.1145/3783992openalex-snapshot
A Survey of Operating System Kernel Fuzzing
inferred← citeshttps://doi.org/10.1145/3803437.3805260openalex-snapshot
Understanding and Mitigating Hallucinations in Industrial LLM-based Unit Test Generation
inferred← citeshttps://doi.org/10.1145/3829084openalex-snapshot
Energy-Efficient LLM-Based Decompilation via a Two-Stage Pipeline on Constrained Hardware
inferred← citeshttps://doi.org/10.12677/etis.2025.24019openalex-snapshot
Development Trends in Embedded Operating System Technology
inferred← citeshttps://doi.org/10.15407/pp2026.01.051openalex-snapshot
The problems of embedded systems special software effective testing and their elaboration
inferred← citeshttps://doi.org/10.15514/ispras-2023-35(4)-1openalex-snapshot
Survey of Software Dynamic Analysis Methods
inferred← citeshttps://doi.org/10.21203/rs.3.rs-4963553/v1openalex-snapshot
Systematic Review of Fuzzing in IoT: Evaluating Techniques, Vulnerabilities, and Research Gaps
inferred← citeshttps://doi.org/10.32604/jiot.2025.062733openalex-snapshot
Comprehensive Analysis of IoT Security: Threats, Detection Methods, and Defense Strategies
inferred← citeshttps://doi.org/10.3390/e27030294openalex-snapshot
ESfix: An Embedded Program Repair Tool for Effective Removal of Concurrency Defects
inferred← citeshttps://doi.org/10.3390/electronics12143010openalex-snapshot
IoTFuzzBench: A Pragmatic Benchmarking Framework for Evaluating IoT Black-Box Protocol Fuzzers
inferred← citeshttps://doi.org/10.3390/electronics13081433openalex-snapshot
DCGFuzz: An Embedded Firmware Security Analysis Method with Dynamically Co-Directional Guidance Fuzzing
inferred← citeshttps://doi.org/10.3390/electronics13132475openalex-snapshot
StructuredFuzzer: Fuzzing Structured Text-Based Control Logic Applications
inferred← citeshttps://doi.org/10.3390/electronics14050856openalex-snapshot
IoTBenchSL: A Streamlined Framework for the Efficient Production of Standardized IoT Benchmarks with Automated Pipeline Validation
inferred← citeshttps://doi.org/10.3390/electronics14132537openalex-snapshot
Emulation-Based Fuzzing of Encrypted Firmware
inferred← citeshttps://doi.org/10.3390/electronics14173438openalex-snapshot
FirmVulLinker: Leveraging Multi-Dimensional Firmware Profiling for Identifying Homologous Vulnerabilities in Internet of Things Devices
inferred← citeshttps://doi.org/10.70675/d29c76edz4e03z4959zbb60z0dc7ccb2f8d0openalex-snapshot
Improving Hardware-in-the-loop Dynamic Security Testing For Linux-based Embedded Devices
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