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FunFuzz: A Function-Oriented Fuzzer for Smart Contract Vulnerability Detection with High Effectiveness and Efficiency

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s10664-019-09796-5openalex-snapshot
An exploratory study of smart contracts in the Ethereum blockchain platform
inferredcites →https://doi.org/10.1016/j.cose.2018.02.002openalex-snapshot
A systematic review of fuzzing techniques
inferredcites →https://doi.org/10.1016/j.jbvi.2019.e00151openalex-snapshot
Blockchain Disruption and Decentralized Finance: The Rise of Decentralized Business Models
inferredcites →https://doi.org/10.1109/ase51524.2021.9678888openalex-snapshot
SMARTIAN: Enhancing Smart Contract Fuzzing with Static and Dynamic Data-Flow Analyses
inferredcites →https://doi.org/10.1109/eurosp51992.2021.00018openalex-snapshot
ConFuzzius: A Data Dependency-Aware Hybrid Fuzzer for Smart Contracts
inferredcites →https://doi.org/10.1109/icse-companion.2019.00109openalex-snapshot
Energy Distribution Matters in Greybox Fuzzing
inferredcites →https://doi.org/10.1109/icse.2017.27openalex-snapshot
A Guided Genetic Algorithm for Automated Crash Reproduction
inferredcites →https://doi.org/10.1109/qrs51102.2020.00045openalex-snapshot
STAN: Towards Describing Bytecodes of Smart Contract
inferredcites →https://doi.org/10.1109/saner48275.2020.9054822openalex-snapshot
EthPloit: From Fuzzing to Efficient Exploit Generation against Smart Contracts
inferredcites →https://doi.org/10.1109/tse.2014.2372785openalex-snapshot
The Oracle Problem in Software Testing: 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.2020.3047766openalex-snapshot
The Relevance of Classic Fuzz Testing: Have We Solved This One?
inferredcites →https://doi.org/10.1109/wetseb.2019.00008openalex-snapshot
Slither: A Static Analysis Framework for Smart Contracts
inferredcites →https://doi.org/10.1145/2976749.2978309openalex-snapshot
Making Smart Contracts Smarter
inferredcites →https://doi.org/10.1145/3133956.3134020openalex-snapshot
Directed Greybox Fuzzing
inferredcites →https://doi.org/10.1145/3238147.3238177openalex-snapshot
ContractFuzzer: fuzzing smart contracts for vulnerability detection
inferredcites →https://doi.org/10.1145/3243734.3243780openalex-snapshot
Securify
inferredcites →https://doi.org/10.1145/3243734.3243849openalex-snapshot
Hawkeye
inferredcites →https://doi.org/10.1145/3274694.3274743openalex-snapshot
Finding The Greedy, Prodigal, and Suicidal Contracts at Scale
inferredcites →https://doi.org/10.1145/3319535.3363230openalex-snapshot
Learning to Fuzz from Symbolic Execution with Application to Smart Contracts
inferredcites →https://doi.org/10.1145/3324884.3416553openalex-snapshot
Cross-contract static analysis for detecting practical reentrancy vulnerabilities in smart contracts
inferredcites →https://doi.org/10.1145/3368089.3417064openalex-snapshot
Harvey: a greybox fuzzer for smart contracts
inferredcites →https://doi.org/10.1145/3377811.3380334openalex-snapshot
sFuzz
inferredcites →https://doi.org/10.1145/3377811.3380388openalex-snapshot
Targeted greybox fuzzing with static lookahead analysis
inferredcites →https://doi.org/10.1145/3395363.3404366openalex-snapshot
Echidna: effective, usable, and fast fuzzing for smart contracts
inferredcites →https://doi.org/10.1145/3510003.3510174openalex-snapshot
One fuzzing strategy to rule them all
inferredcites →https://doi.org/10.14722/ndss.2017.23404openalex-snapshot
VUzzer: Application-aware Evolutionary Fuzzing

What points at this work

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

inferred← citeshttps://doi.org/10.1007/978-981-95-3543-9_2openalex-snapshot
fFuzz: A State-Aware Function-Level Fuzzing Framework for Smart Contract Vulnerabilities Detection
inferred← citeshttps://doi.org/10.1007/978-981-95-8417-8_21openalex-snapshot
MHVD: Multigranularity Smart Contract Vulnerability Detection Using Reinforced Multiplex Heterogeneous Graph Convolutional Network
inferred← citeshttps://doi.org/10.1007/s10664-026-10863-xopenalex-snapshot
ContractFull: a rapid and comprehensive static analysis tool for Ethereum smart contracts
inferred← citeshttps://doi.org/10.1007/s11219-026-09788-xopenalex-snapshot
Rethinking fuzzing detection tools for smart contract safety assurance
inferred← citeshttps://doi.org/10.1016/j.bcra.2025.100314openalex-snapshot
A systematic literature review on security testing of Ethereum smart contracts
inferred← citeshttps://doi.org/10.1016/j.bcra.2026.100554openalex-snapshot
A Systematic Survey of DeFi Composability: From Code Correctness to Protocol Robustness
inferred← citeshttps://doi.org/10.1016/j.eswa.2025.129857openalex-snapshot
SmartScope: Smart contract vulnerability detection via heterogeneous graph embedding with local semantic enhancement
inferred← citeshttps://doi.org/10.1016/j.jss.2026.112788openalex-snapshot
Smart contract vulnerabilities, tools, and benchmarks: An updated systematic literature review
inferred← citeshttps://doi.org/10.1109/ase63991.2025.00054openalex-snapshot
SSR: Safeguarding Staking Rewards by Defining and Detecting Logical Defects in DeFi Staking
inferred← citeshttps://doi.org/10.1109/ccsb71176.2026.11716494openalex-snapshot
Parser-Robust Reanalysis of Smart Contract Analyzer Reports
inferred← citeshttps://doi.org/10.1109/dsn69566.2026.00071openalex-snapshot
Zero-Shot Vulnerability Detection in Low-Resource Smart Contracts Through Solidity-Only Training
inferred← citeshttps://doi.org/10.1109/rivf68649.2025.11365172openalex-snapshot
TaK-Fuzz: Transaction-aware Knowledge Smart Contract Fuzzing with Retrieval-Augmented Generation and Language Models
inferred← citeshttps://doi.org/10.1109/tnse.2026.3658785openalex-snapshot
AI-Empowered Smart Contract Vulnerability Detection for Decentralized Blockchain Systems
inferred← citeshttps://doi.org/10.1109/tse.2025.3605145openalex-snapshot
Who Is Pulling the Strings: Unveiling Smart Contract State Manipulation Attacks Through State-Aware Dataflow Analysis
inferred← citeshttps://doi.org/10.1145/3727353.3727464openalex-snapshot
Precision-guided Smart Contract Fuzzing by static Analyses
inferred← citeshttps://doi.org/10.1145/3744709openalex-snapshot
Anomaly Detection Services for Blockchain Smart Contracts with Unknown Vulnerabilities
inferred← citeshttps://doi.org/10.1145/3769013openalex-snapshot
Blockchain Smart Contract Security: Threats and Mitigation Strategies in a Lifecycle Perspective
inferred← citeshttps://doi.org/10.1145/3776659openalex-snapshot
Fuzzing Guided by Bayesian Program Analysis
inferred← citeshttps://doi.org/10.1145/3795692openalex-snapshot
No More Hidden Pitfalls? Exposing Smart Contract Bad Practices with LLM-Powered Hybrid Analysis
inferred← citeshttps://doi.org/10.1145/3806397openalex-snapshot
As Long As I See It - OSVHunter: Understanding and Detecting Open-Secret Vulnerabilities in Smart Contracts
inferred← citeshttps://doi.org/10.15680/ijirset.2025.1407041openalex-snapshot
Smart Contract Defense: Practical Security Measures for Blockchain
inferred← citeshttps://doi.org/10.2139/ssrn.7571887openalex-snapshot
tFuzz: Detecting Cross-Contract Vulnerabilities in Ethereum via Semantic Transaction Sequencing and Feature Path Coverage
inferred← citeshttps://doi.org/10.3390/app16189106openalex-snapshot
A Systematic Survey of Smart Contract Fuzzing: Methods, Techniques, and Architectures for Ethereum and Beyond
inferred← citeshttps://doi.org/10.3390/fi17040183openalex-snapshot
Securing Decentralized Ecosystems: A Comprehensive Systematic Review of Blockchain Vulnerabilities, Attacks, and Countermeasures and Mitigation Strategies
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