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A Survey of Protocol Fuzzing

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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/10.1007/11761679_6openalex-snapshot
Parallel and Concurrent Security of the HB and HB + Protocols
inferredcites →https://doi.org/10.1007/978-3-031-09234-3_18openalex-snapshot
IPSpex: Enabling Efficient Fuzzing via Specification Extraction on ICS Protocol
inferredcites →https://doi.org/10.1007/978-3-319-28865-9_18openalex-snapshot
Pulsar: Stateful Black-Box Fuzzing of Proprietary Network Protocols
inferredcites →https://doi.org/10.1007/978-3-319-89500-0_53openalex-snapshot
Machine Learning for Black-Box Fuzzing of Network Protocols
inferredcites →https://doi.org/10.1007/978-3-319-99073-6_16openalex-snapshot
Extending Automated Protocol State Learning for the 802.11 4-Way Handshake
inferredcites →https://doi.org/10.1007/978-3-540-30579-8_24openalex-snapshot
Cryptographic Protocol Analysis on Real C Code
inferredcites →https://doi.org/10.1007/s10664-022-10233-3openalex-snapshot
StateAFL: Greybox fuzzing for stateful network servers
inferredcites →https://doi.org/10.1016/0140-3664(86)90055-1openalex-snapshot
Communication network protocols
inferredcites →https://doi.org/10.1016/0140-3664(87)90311-2openalex-snapshot
Tutorial guide to Unix sockets for network communications
inferredcites →https://doi.org/10.1016/j.sysarc.2022.102483openalex-snapshot
Fuzzing proprietary protocols of programmable controllers to find vulnerabilities that affect physical control
inferredcites →https://doi.org/10.1109/access.2020.2971712openalex-snapshot
On Using Grey Literature and Google Scholar in Systematic Literature Reviews in Software Engineering
inferredcites →https://doi.org/10.1109/ares.2010.22openalex-snapshot
Configuration Fuzzing for Software Vulnerability Detection
inferredcites →https://doi.org/10.1109/ase.2006.60openalex-snapshot
Security Analysis of Crypto-based Java Programs using Automated Theorem Provers
inferredcites →https://doi.org/10.1109/ase51524.2021.9678653openalex-snapshot
FirmGuide: Boosting the Capability of Rehosting Embedded Linux Kernels through Model-Guided Kernel Execution
inferredcites →https://doi.org/10.1109/ase56229.2023.00095openalex-snapshot
Systematically Detecting Packet Validation Vulnerabilities in Embedded Network Stacks
inferredcites →https://doi.org/10.1109/cgo.2015.7054186openalex-snapshot
MemorySanitizer: Fast detector of uninitialized memory use in C++
inferredcites →https://doi.org/10.1109/cloudnet59005.2023.10490042openalex-snapshot
NLP-based Cross-Layer 5G Vulnerabilities Detection via Fuzzing Generated Run-Time Profiling
inferredcites →https://doi.org/10.1109/cns53000.2021.9705023openalex-snapshot
Very Pwnable Network: Cisco AnyConnect Security Analysis
inferredcites →https://doi.org/10.1109/comst.2015.2495297openalex-snapshot
Survey of Important Issues in UAV Communication Networks
inferredcites →https://doi.org/10.1109/csf.2009.20openalex-snapshot
ASPIER: An Automated Framework for Verifying Security Protocol Implementations
inferredcites →https://doi.org/10.1109/dac18072.2020.9218603openalex-snapshot
ICS Protocol Fuzzing: Coverage Guided Packet Crack and Generation
inferredcites →https://doi.org/10.1109/dac18074.2021.9586321openalex-snapshot
PAVFuzz: State-Sensitive Fuzz Testing of Protocols in Autonomous Vehicles
inferredcites →https://doi.org/10.1109/dsn.2015.22openalex-snapshot
Leveraging State Information for Automated Attack Discovery in Transport Protocol Implementations
inferredcites →https://doi.org/10.1109/dsn.2017.36openalex-snapshot
Analyzing Operational Behavior of Stateful Protocol Implementations for Detecting Semantic Bugs
inferredcites →https://doi.org/10.1109/dsn53405.2022.00043openalex-snapshot
L2Fuzz: Discovering Bluetooth L2CAP Vulnerabilities Using Stateful Fuzz Testing
inferredcites →https://doi.org/10.1109/edoc49727.2020.00026openalex-snapshot
Continuous Security Testing: A Case Study on Integrating Dynamic Security Testing Tools in CI/CD Pipelines
inferredcites →https://doi.org/10.1109/eurospw.2018.00009openalex-snapshot
Inferring OpenVPN State Machines Using Protocol State Fuzzing
inferredcites →https://doi.org/10.1109/eurospw59978.2023.00043openalex-snapshot
The Bandit’s States: Modeling State Selection for Stateful Network Fuzzing as Multi-armed Bandit Problem
inferredcites →https://doi.org/10.1109/gcwkshp64532.2024.11101012openalex-snapshot
TSpec-LLM: An Open-source Dataset for LLM Understanding of 3GPP Specifications
inferredcites →https://doi.org/10.1109/globecom48099.2022.10001673openalex-snapshot
Towards Automated Fuzzing of 4G/5G Protocol Implementations Over the Air
inferredcites →https://doi.org/10.1109/icc.2018.8422949openalex-snapshot
Scalably Testing Congestion Control Algorithms of Real-World TCP Implementations
inferredcites →https://doi.org/10.1109/icccn54977.2022.9868872openalex-snapshot
Intelligent Fuzzing Algorithm for 5G NAS Protocol Based on Predefined Rules
inferredcites →https://doi.org/10.1109/icdcs57875.2023.00132openalex-snapshot
Poster: DP-Reverser: Automatically Reverse Engineering Vehicle Diagnostic Protocols
inferredcites →https://doi.org/10.1109/icse.2019.00083openalex-snapshot
RESTler: Stateful REST API 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/icst46399.2020.00062openalex-snapshot
AFLNET: A Greybox Fuzzer for Network Protocols
inferredcites →https://doi.org/10.1109/icst49551.2021.00017openalex-snapshot
Learning-Based Fuzzing of IoT Message Brokers
inferredcites →https://doi.org/10.1109/icst53961.2022.00019openalex-snapshot
Applying Symbolic Execution to Test Implementations of a Network Protocol Against its Specification
inferredcites →https://doi.org/10.1109/icst53961.2022.00051openalex-snapshot
DTLS-Fuzzer: A DTLS Protocol State Fuzzer
inferredcites →https://doi.org/10.1109/ieeestd.2004.96095openalex-snapshot
IEEE Standard for Local and metropolitan area networks - Port-Based Network Access Control
inferredcites →https://doi.org/10.1109/ieeestd.2016.7786995openalex-snapshot
IEEE Standard for Information technology—Telecommunications and information exchange between systems Local and metropolitan area networks—Specific requirements - Part 11: Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specifications
inferredcites →https://doi.org/10.1109/infocom48880.2022.9796755openalex-snapshot
FUME: Fuzzing Message Queuing Telemetry Transport Brokers
inferredcites →https://doi.org/10.1109/jiot.2022.3183952openalex-snapshot
CGFuzzer: A Fuzzing Approach Based on Coverage-Guided Generative Adversarial Networks for Industrial IoT Protocols
inferredcites →https://doi.org/10.1109/jproc.2014.2331672openalex-snapshot
FPGA Security: Motivations, Features, and Applications
inferredcites →https://doi.org/10.1109/mwc.2005.1404570openalex-snapshot
Wireless LAN security and IEEE 802.11i
inferredcites →https://doi.org/10.1109/rose.2019.00014openalex-snapshot
High Level Synthesis of ROS Protocol Interpretation and Communication Circuit for FPGA
inferredcites →https://doi.org/10.1109/saner53432.2022.00089openalex-snapshot
State Selection Algorithms and Their Impact on The Performance of Stateful Network Protocol Fuzzing
inferredcites →https://doi.org/10.1109/sp.2009.14openalex-snapshot
Prospex: Protocol Specification Extraction
inferredcites →https://doi.org/10.1109/sp.2015.39openalex-snapshot
A Messy State of the Union: Taming the Composite State Machines of TLS
inferredcites →https://doi.org/10.1109/sp.2017.23openalex-snapshot
Skyfire: Data-Driven Seed Generation for Fuzzing
inferredcites →https://doi.org/10.1109/sp.2017.40openalex-snapshot
SymCerts: Practical Symbolic Execution for Exposing Noncompliance in X.509 Certificate Validation Implementations
inferredcites →https://doi.org/10.1109/sp.2019.00010openalex-snapshot
SoK: Sanitizing for Security
inferredcites →https://doi.org/10.1109/sp40000.2020.00117openalex-snapshot
Ijon: Exploring Deep State Spaces via Fuzzing
inferredcites →https://doi.org/10.1109/sp46214.2022.9833673openalex-snapshot
Automated Attack Synthesis by Extracting Finite State Machines from Protocol Specification Documents
inferredcites →https://doi.org/10.1109/sp46215.2023.10179386openalex-snapshot
Tyr: Finding Consensus Failure Bugs in Blockchain System with Behaviour Divergent Model
inferredcites →https://doi.org/10.1109/sp46215.2023.10179438openalex-snapshot
Finding Specification Blind Spots via Fuzz Testing
inferredcites →https://doi.org/10.1109/sp54263.2024.00096openalex-snapshot
DY Fuzzing: Formal Dolev-Yao Models Meet Cryptographic Protocol Fuzz Testing
inferredcites →https://doi.org/10.1109/sp54263.2024.00211openalex-snapshot
LLMIF: Augmented Large Language Model for Fuzzing IoT Devices
inferredcites →https://doi.org/10.1109/surv.2011.120811.00063openalex-snapshot
Quality of Experience of VoIP Service: A Survey of Assessment Approaches and Open Issues
inferredcites →https://doi.org/10.1109/tcad.2022.3201471openalex-snapshot
Vulnerability Detection of ICS Protocols via Cross-State Fuzzing
inferredcites →https://doi.org/10.1109/tdsc.2017.2763947openalex-snapshot
Exploiting Dissent: Towards Fuzzing-Based Differential Black-Box Testing of TLS Implementations
inferredcites →https://doi.org/10.1109/tdsc.2020.3014624openalex-snapshot
Greyhound: Directed Greybox Wi-Fi Fuzzing
inferredcites →https://doi.org/10.1109/tdsc.2022.3228076openalex-snapshot
Spenny: Extensive ICS Protocol Reverse Analysis via Field Guided Symbolic Execution
inferredcites →https://doi.org/10.1109/tdsc.2023.3318571openalex-snapshot
A Framework of High-Speed Network Protocol Fuzzing Based on Shared Memory
inferredcites →https://doi.org/10.1109/tr.2018.2834476openalex-snapshot
Fuzzing: State of the Art
inferredcites →https://doi.org/10.1109/tse.2014.2323977openalex-snapshot
SymbexNet: Testing Network Protocol Implementations with Symbolic Execution and Rule-Based Specifications
inferredcites →https://doi.org/10.1109/tse.2019.2946563openalex-snapshot
The Art, Science, and Engineering of Fuzzing: A Survey
inferredcites →https://doi.org/10.1145/1315245.1315286openalex-snapshot
Polyglot
inferredcites →https://doi.org/10.1145/1460412.1460485openalex-snapshot
KleeNet
inferredcites →https://doi.org/10.1145/1791194.1791203openalex-snapshot
ThreadSanitizer
inferredcites →https://doi.org/10.1145/215530.215544openalex-snapshot
Improving TCI/IP performance over wireless networks
inferredcites →https://doi.org/10.1145/2483760.2483787openalex-snapshot
Semi-valid input coverage for fuzz testing
inferredcites →https://doi.org/10.1145/2976749.2978411openalex-snapshot
Systematic Fuzzing and Testing of TLS Libraries
inferredcites →https://doi.org/10.1145/3092703.3092706openalex-snapshot
Improving the cost-effectiveness of symbolic testing techniques for transport protocol implementations under packet dynamics
inferredcites →https://doi.org/10.1145/3190508.3190538openalex-snapshot
Hyperledger fabric
inferredcites →https://doi.org/10.1145/3314221.3314651openalex-snapshot
Parser-directed fuzzing
inferredcites →https://doi.org/10.1145/3319535.3363247openalex-snapshot
Poster
inferredcites →https://doi.org/10.1145/3321705.3329801openalex-snapshot
MoSSOT: An Automated Blackbox Tester for Single Sign-On Vulnerabilities in Mobile Applications
inferredcites →https://doi.org/10.1145/3324884.3416629openalex-snapshot
Legion
inferredcites →https://doi.org/10.1145/3338502.3359762openalex-snapshot
Exploring Effective Fuzzing Strategies to Analyze Communication Protocols
inferredcites →https://doi.org/10.1145/3358227openalex-snapshot
Polar
inferredcites →https://doi.org/10.1145/3395351.3399360openalex-snapshot
BaseSAFE
inferredcites →https://doi.org/10.1145/3427228.3427662openalex-snapshot
DPIFuzz: A Differential Fuzzing Framework to Detect DPI Elusion Strategies for QUIC
inferredcites →https://doi.org/10.1145/3448300.3468261openalex-snapshot
A framework to test and fuzz wi-fi devices
inferredcites →https://doi.org/10.1145/3448300.3468296openalex-snapshot
Z-Fuzzer
inferredcites →https://doi.org/10.1145/3460120.3484543openalex-snapshot
Snipuzz: Black-box Fuzzing of IoT Firmware via Message Snippet Inference
inferredcites →https://doi.org/10.1145/3460120.3485388openalex-snapshot
Noncompliance as Deviant Behavior: An Automated Black-box Noncompliance Checker for 4G LTE Cellular Devices
inferredcites →https://doi.org/10.1145/3485832.3488028openalex-snapshot
ICS3Fuzzer: A Framework for Discovering Protocol Implementation Bugs in ICS Supervisory Software by Fuzzing
inferredcites →https://doi.org/10.1145/3492321.3519591openalex-snapshot
Nyx-net
inferredcites →https://doi.org/10.1145/3512345openalex-snapshot
Fuzzing: A Survey for Roadmap
inferredcites →https://doi.org/10.1145/3533767.3534414openalex-snapshot
Efficient greybox fuzzing of applications in Linux-based IoT devices via enhanced user-mode emulation
inferredcites →https://doi.org/10.1145/3551349.3556946openalex-snapshot
So Many Fuzzers, So Little Time✱
inferredcites →https://doi.org/10.1145/3576915.3616614openalex-snapshot
Lifting Network Protocol Implementation to Precise Format Specification with Security Applications
inferredcites →https://doi.org/10.1145/3576915.3623097openalex-snapshot
Greybox Fuzzing of Distributed Systems
inferredcites →https://doi.org/10.1145/3580598openalex-snapshot
NSFuzz: Towards Efficient and State-Aware Network Service Fuzzing
inferredcites →https://doi.org/10.1145/3581791.3596857openalex-snapshot
No More Companion Apps Hacking but One Dongle: Hub-Based Blackbox Fuzzing of IoT Firmware
inferredcites →https://doi.org/10.1145/3597926.3598057openalex-snapshot
Detecting State Inconsistency Bugs in DApps via On-Chain Transaction Replay and Fuzzing
inferredcites →https://doi.org/10.1145/3597926.3604922openalex-snapshot
EDHOC-Fuzzer: An EDHOC Protocol State Fuzzer
inferredcites →https://doi.org/10.1145/3649854openalex-snapshot
ParDiff: Practical Static Differential Analysis of Network Protocol Parsers
inferredcites →https://doi.org/10.1145/3650212.3680355openalex-snapshot
How Effective Are They? Exploring Large Language Model Based Fuzz Driver Generation
inferredcites →https://doi.org/10.1145/3650212.3680394openalex-snapshot
Logos: Log Guided Fuzzing for Protocol Implementations
inferredcites →https://doi.org/10.1145/505202.505223openalex-snapshot
DNS performance and the effectiveness of caching
inferredcites →https://doi.org/10.1145/96267.96279openalex-snapshot
An empirical study of the reliability of UNIX utilities
inferredcites →https://doi.org/10.1146/annurev.psych.48.1.61openalex-snapshot
HUMAN-COMPUTER INTERACTION: Psychology as a Science of Design
inferredcites →https://doi.org/10.14722/fuzzing.2022.23008openalex-snapshot
Fuzzing Configurations of Program Options
inferredcites →https://doi.org/10.14722/ndss.2014.23233openalex-snapshot
Amplification Hell: Revisiting Network Protocols for DDoS Abuse
inferredcites →https://doi.org/10.14722/ndss.2016.23286openalex-snapshot
Attack Patterns for Black-Box Security Testing of Multi-Party Web Applications
inferredcites →https://doi.org/10.14722/ndss.2016.23368openalex-snapshot
Driller: Augmenting Fuzzing Through Selective Symbolic Execution
inferredcites →https://doi.org/10.14722/ndss.2018.23159openalex-snapshot
IoTFuzzer: Discovering Memory Corruptions in IoT Through App-based Fuzzing
inferredcites →https://doi.org/10.14722/ndss.2023.23068openalex-snapshot
Automata-Based Automated Detection of State Machine Bugs in Protocol Implementations
inferredcites →https://doi.org/10.14722/ndss.2023.24078openalex-snapshot
LOKI: State-Aware Fuzzing Framework for the Implementation of Blockchain Consensus Protocols
inferredcites →https://doi.org/10.14722/ndss.2024.24083openalex-snapshot
DynPRE: Protocol Reverse Engineering via Dynamic Inference
inferredcites →https://doi.org/10.14722/ndss.2024.24556openalex-snapshot
Large Language Model guided Protocol Fuzzing
inferredcites →https://doi.org/10.1609/aaai.v33i01.33019478openalex-snapshot
Leveraging Textual Specifications for Grammar-Based Fuzzing of Network Protocols
inferredcites →https://doi.org/10.17487/rfc5246openalex-snapshot
The Transport Layer Security (TLS) Protocol Version 1.2
inferredcites →https://doi.org/10.17487/rfc6347openalex-snapshot
Datagram Transport Layer Security Version 1.2
inferredcites →https://doi.org/10.17487/rfc7252openalex-snapshot
The Constrained Application Protocol (CoAP)
inferredcites →https://doi.org/10.17487/rfc9000openalex-snapshot
QUIC: A UDP-Based Multiplexed and Secure Transport
inferredcites →https://doi.org/10.48550/arxiv.1409.3215openalex-snapshot
Sequence to Sequence Learning with Neural Networks
inferredcites →https://doi.org/10.48550/arxiv.2312.06875openalex-snapshot
Eywa: Automating Model Based Testing using LLMs

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.6617704openalex-extracted
Stateful protocol fuzzing with statemap-based reverse state selection
inferred← citeshttps://doi.org/10.1002/itl2.553openalex-snapshot
Vulnerability mining method of SOAP based on black‐box fuzzing
inferred← citeshttps://doi.org/10.1007/s43926-026-00302-0openalex-snapshot
Protocol guided mutation fuzzing to automatically discover vulnerability in commercial IoT devices
inferred← citeshttps://doi.org/10.1016/j.asoc.2025.112973openalex-snapshot
Generative fuzzer-driven vulnerability detection in the Internet of Things networks
inferred← citeshttps://doi.org/10.1016/j.cose.2025.104581openalex-snapshot
CSFuzzer: A grey-box fuzzer for network protocol using context-aware state feedback
inferred← citeshttps://doi.org/10.1016/j.cose.2025.104683openalex-snapshot
Survey of network protocol fuzzers: Taxonomy, techniques, and directions
inferred← citeshttps://doi.org/10.1016/j.jmsy.2025.12.003openalex-snapshot
Industrial Value Symbiont in the context of Industrial Symbiosis: Retrospect and prospect
inferred← citeshttps://doi.org/10.1016/j.sysarc.2025.103539openalex-snapshot
Efficient adaptive bandwidth allocation for deadline-aware online admission control in centralized time-sensitive networking
inferred← citeshttps://doi.org/10.1016/j.tranpol.2026.103992openalex-snapshot
Beyond bulk freight: How the cross-border rail infrastructure reshapes regional value chains
inferred← citeshttps://doi.org/10.1049/ntw2.70027openalex-snapshot
GeniFuzz: Optimisation of Generative Protocol Fuzzing Based on Large Language Models
inferred← citeshttps://doi.org/10.1109/crsit69981.2026.11605347openalex-snapshot
DeepChatAFL: Research on Protocol Fuzz Testing Method Assisted by Large Models
inferred← citeshttps://doi.org/10.1109/cscwd68734.2026.11582580openalex-snapshot
FusionSeed: Seed Generation for Protocol Fuzzing via Knowledge Fusion and PCSG-Guided LLM
inferred← citeshttps://doi.org/10.1109/dsn69566.2026.00019openalex-snapshot
Q3Fuzz: Multi-Layered Stateful Fuzzing for the QUIC-HTTP/3 Protocol Stack
inferred← citeshttps://doi.org/10.1109/icadcs70036.2026.11583257openalex-snapshot
Secure Client Relay Communication Tunnel: A MiniVPN Approach
inferred← citeshttps://doi.org/10.1109/icassp55912.2026.11462913openalex-snapshot
StruFuzz: Enhancing Stateful Protocol Fuzzing with LLM-Driven Seed Structure Awareness
inferred← citeshttps://doi.org/10.1109/iccsie65832.2025.00075openalex-snapshot
RTSGen: RFC and Traffic-Guided Seed Generation via LLM for Network Protocol Fuzzing
inferred← citeshttps://doi.org/10.1109/icima64861.2025.11074012openalex-snapshot
Comprehensive Web Fuzzer with AI Mitigation and Custom Payload
inferred← citeshttps://doi.org/10.1109/icse-companion66252.2025.00025openalex-snapshot
Empirically-Informed Approaches to Shift Vulnerability Detection to the Left
inferred← citeshttps://doi.org/10.1109/icse-companion66252.2025.00079openalex-snapshot
CKGFuzzer: LLM-Based Fuzz Driver Generation Enhanced By Code Knowledge Graph
inferred← citeshttps://doi.org/10.1109/icws62655.2024.00139openalex-snapshot
FuzzFabric: A Scalable Grey-box Fuzzing Framework for Polymorphic Network Services
inferred← citeshttps://doi.org/10.1109/jiot.2025.3590178openalex-snapshot
HSPFuzzer: High-Speed Network Protocol Fuzzing With Connection Reuse
inferred← citeshttps://doi.org/10.1109/ojcoms.2025.3569291openalex-snapshot
A Holistic Review of Fuzzing for Vulnerability Assessment in Industrial Network Protocols
inferred← citeshttps://doi.org/10.1109/qrs-c65679.2025.00074openalex-snapshot
CPFuzz: A Model-based Black-box Fuzzer for Cryptographic Protocols
inferred← citeshttps://doi.org/10.1109/saner67736.2026.00095openalex-snapshot
Understanding the Effectiveness of Mutators in Mutation-Based Protocol Fuzzing
inferred← citeshttps://doi.org/10.1109/sp63933.2026.00236openalex-snapshot
NetPanic: the Attack Surface You Can't Syscall
inferred← citeshttps://doi.org/10.1109/tdsc.2026.3677524openalex-snapshot
NetPuzz: Testing Network Printers via Fully Black-Box and Feedback-Guided Protocol Fuzzing
inferred← citeshttps://doi.org/10.1145/3658644.3690299openalex-snapshot
BinPRE: Enhancing Field Inference in Binary Analysis Based Protocol Reverse Engineering
inferred← citeshttps://doi.org/10.1145/3774904.3792541openalex-snapshot
SemFuzz: A Semantics-Aware Fuzzing Framework for Network Protocol Implementations
inferred← citeshttps://doi.org/10.1145/3833416openalex-snapshot
Human in the Loop for Fuzz Testing: Literature Review and the Road Ahead
inferred← citeshttps://doi.org/10.1186/s42400-025-00377-2openalex-snapshot
CAFLnet: a network protocol fuzzing framework based on selection algorithm with enhanced contextual information
inferred← citeshttps://doi.org/10.23919/ifipnetworking70592.2026.11579181openalex-snapshot
Automatically Fuzzing Routing Protocols
inferred← citeshttps://doi.org/10.23939/csn2026.01.193openalex-snapshot
PROTOCOL-ORIENTED FUZZ TESTING OF TELEMETRY AND COMMAND MODULES OF UAV CONTROL SYSTEMS IMPLEMENTED IN RUST
inferred← citeshttps://doi.org/10.3390/app15116362openalex-snapshot
Balancing Efficiency and Efficacy: A Contextual Bandit-Driven Framework for Multi-Tier Cyber Threat Detection
inferred← citeshttps://doi.org/10.3390/electronics14081645openalex-snapshot
Multi-Scale Feature Fusion-Based Real-Time Anomaly Detection in Industrial Control Systems
inferred← citeshttps://doi.org/10.62051/ijcsit.v8n3.14openalex-snapshot
Study on Artificial Intelligence-Based Network Protocol Fuzz Testing Technology
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