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Open Problems in Fuzzing RESTful APIs: A Comparison of Tools

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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/stvr.1486openalex-snapshot
A Hitchhiker's guide to statistical tests for assessing randomized algorithms in software engineering
inferredcites →https://doi.org/10.1002/stvr.1808openalex-snapshot
Automated black‐box testing of nominal and error scenarios in RESTful APIs
inferredcites →https://doi.org/10.1007/978-3-030-65310-1_33openalex-snapshot
RESTest: Black-Box Constraint-Based Testing of RESTful Web APIs
inferredcites →https://doi.org/10.1007/s10664-020-09937-1openalex-snapshot
Resource and dependency based test case generation for RESTful Web services
inferredcites →https://doi.org/10.1016/j.infsof.2018.08.010openalex-snapshot
An empirical evaluation of evolutionary algorithms for unit test suite generation
inferredcites →https://doi.org/10.1109/access.2021.3056505openalex-snapshot
A Black Box Tool for Robustness Testing of REST Services
inferredcites →https://doi.org/10.1109/ase.2013.6693084openalex-snapshot
Characteristic studies of loop problems for structural test generation via symbolic execution
inferredcites →https://doi.org/10.1109/deeptest52559.2021.00008openalex-snapshot
Deep Learning-Based Prediction of Test Input Validity for RESTful APIs
inferredcites →https://doi.org/10.1109/edoc.2018.00031openalex-snapshot
Automatic Generation of Test Cases for REST APIs: A Specification-Based Approach
inferredcites →https://doi.org/10.1109/icse.2019.00083openalex-snapshot
RESTler: Stateful REST API Fuzzing
inferredcites →https://doi.org/10.1109/icst.2018.00046openalex-snapshot
EvoMaster: Evolutionary Multi-context Automated System Test Generation
inferredcites →https://doi.org/10.1109/icst46399.2020.00023openalex-snapshot
QuickREST: Property-based Test Generation of OpenAPI-Described RESTful APIs
inferredcites →https://doi.org/10.1109/icst46399.2020.00024openalex-snapshot
RESTTESTGEN: Automated Black-Box Testing of RESTful APIs
inferredcites →https://doi.org/10.1109/icst46399.2020.00046openalex-snapshot
Checking Security Properties of Cloud Service REST APIs
inferredcites →https://doi.org/10.1109/icst53961.2022.00022openalex-snapshot
JavaScript Instrumentation for Search-Based Software Testing: A Study with RESTful APIs
inferredcites →https://doi.org/10.1109/issre52982.2021.00034openalex-snapshot
Black-Box and White-Box Test Case Generation for RESTful APIs: Enemies or Allies?
inferredcites →https://doi.org/10.1109/ms.2020.3013820openalex-snapshot
Automated Black- and White-Box Testing of RESTful APIs With EvoMaster
inferredcites →https://doi.org/10.1109/qrs.2017.11openalex-snapshot
RESTful API Automated Test Case Generation
inferredcites →https://doi.org/10.1109/scam52516.2021.00035openalex-snapshot
Empirical Comparison of Black-box Test Case Generation Tools for RESTful APIs
inferredcites →https://doi.org/10.1109/ssbse.2009.16openalex-snapshot
Full Theoretical Runtime Analysis of Alternating Variable Method on the Triangle Classification Problem
inferredcites →https://doi.org/10.1109/tsc.2018.2847344openalex-snapshot
An Analysis of Public REST Web Service APIs
inferredcites →https://doi.org/10.1109/tsc.2021.3050610openalex-snapshot
Specification and Automated Analysis of Inter-Parameter Dependencies in Web APIs
inferredcites →https://doi.org/10.1109/tse.2009.71openalex-snapshot
A Theoretical and Empirical Study of Search-Based Testing: Local, Global, and Hybrid Search
inferredcites →https://doi.org/10.1109/tse.2010.62openalex-snapshot
An Analysis and Survey of the Development of Mutation Testing
inferredcites →https://doi.org/10.1109/tse.2022.3150618openalex-snapshot
ARTE: Automated Generation of Realistic Test Inputs for Web APIs
inferredcites →https://doi.org/10.1145/1569901.1570122openalex-snapshot
Insight knowledge in search based software testing
inferredcites →https://doi.org/10.1145/1985793.1985876openalex-snapshot
Precise identification of problems for structural test generation
inferredcites →https://doi.org/10.1145/3293455openalex-snapshot
RESTful API Automated Test Case Generation with EvoMaster
inferredcites →https://doi.org/10.1145/3368089.3409719openalex-snapshot
Intelligent REST API data fuzzing
inferredcites →https://doi.org/10.1145/3377930.3390194openalex-snapshot
Causes and effects of fitness landscapes in unit test generation
inferredcites →https://doi.org/10.1145/3391533openalex-snapshot
Handling SQL Databases in Automated System Test Generation
inferredcites →https://doi.org/10.1145/3395363.3397374openalex-snapshot
Differential regression testing for REST APIs
inferredcites →https://doi.org/10.1145/3460319.3469082openalex-snapshot
RESTest: automated black-box testing of RESTful web APIs
inferredcites →https://doi.org/10.1145/3464940openalex-snapshot
Adaptive Hypermutation for Search-Based System Test Generation: A Study on REST APIs with EvoMaster
inferredcites →https://doi.org/10.1145/3477271openalex-snapshot
Enhancing Search-based Testing with Testability Transformations for Existing APIs
inferredcites →https://doi.org/10.1145/3491038openalex-snapshot
On the Faults Found in REST APIs by Automated Test Generation
inferredcites →https://doi.org/10.1145/3510003.3510133openalex-snapshot
Morest
inferredcites →https://doi.org/10.1145/3510003.3510151openalex-snapshot
Combinatorial testing of RESTful APIs
inferredcites →https://doi.org/10.1145/3510003.3510230openalex-snapshot
On the reliability of coverage-based fuzzer benchmarking
inferredcites →https://doi.org/10.1145/3520304.3528952openalex-snapshot
Evolutionary-based automated testing for GraphQL APIs
inferredcites →https://doi.org/10.1145/3533767.3534401openalex-snapshot
Automated test generation for REST APIs: no time to rest yet
inferredcites →https://doi.org/10.1145/3585009openalex-snapshot
White-Box Fuzzing RPC-Based APIs with EvoMaster: An Industrial Case Study
inferredcites →https://doi.org/10.1145/3597205openalex-snapshot
Open Problems in Fuzzing RESTful APIs: A Comparison of Tools
inferredcites →https://doi.org/10.1145/3617175openalex-snapshot
Testing RESTful APIs: A Survey
inferredcites →https://doi.org/10.21105/joss.01891openalex-snapshot
Hypothesis: A new approach to property-based testing
inferredcites →https://doi.org/10.21105/joss.02153openalex-snapshot
EvoMaster: A Search-Based System Test Generation Tool
inferredcites →https://doi.org/10.48550/arxiv.2209.05833openalex-snapshot
White-Box and Black-Box Fuzzing for GraphQL APIs
inferredcites →https://doi.org/10.5281/zenodo.5052036openalex-snapshot
EMResearch/EvoMaster:
inferredcites →https://doi.org/10.5281/zenodo.6106829openalex-snapshot
EMResearch/EMB:

What points at this work

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

inferred← citeshttps://doi.org/10.1007/978-3-031-35314-7_33openalex-snapshot
Overview of Machine Learning Processes Used in Improving Security in API-Based Web Applications
inferred← citeshttps://doi.org/10.1007/978-3-031-48796-5_4openalex-snapshot
Search-Based Mock Generation of External Web Service Interactions
inferred← citeshttps://doi.org/10.1007/978-3-031-48796-5_8openalex-snapshot
On the Impact of Tool Evolution and Case Study Size on SBSE Experiments: A Replicated Study with EvoMaster
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/s10515-024-00478-1openalex-snapshot
Tool report: EvoMaster—black and white box search-based fuzzing for REST, GraphQL and RPC APIs
inferred← citeshttps://doi.org/10.1007/s10515-025-00539-zopenalex-snapshot
Causes and effects of fitness landscapes in system test generation: a replication study
inferred← citeshttps://doi.org/10.1007/s10664-025-10733-yopenalex-snapshot
Tools and benchmarks evolve: what is their impact on parameter tuning in SBSE experiments?
inferred← citeshttps://doi.org/10.1007/s11219-023-09620-wopenalex-snapshot
Building an open-source system test generation tool: lessons learned and empirical analyses with EvoMaster
inferred← citeshttps://doi.org/10.1007/s11219-024-09686-0openalex-snapshot
Exploring behaviours of RESTful APIs in an industrial setting
inferred← citeshttps://doi.org/10.1007/s42979-025-04311-8openalex-snapshot
Enhancing REST API Handlers Organization for Node.js Microservices
inferred← citeshttps://doi.org/10.1016/j.iswa.2025.200479openalex-snapshot
Using Generative Adversarial Networks for the synthesis of emotional facial expressions in virtual educational environments
inferred← citeshttps://doi.org/10.1016/j.jss.2026.113060openalex-snapshot
Enhancing REST API Fuzzing with Access Policy Violation Checks and Injection Attacks
inferred← citeshttps://doi.org/10.1016/j.scico.2025.103322openalex-snapshot
Fuzzing microservices: A series of user studies in industry on industrial systems with EvoMaster
inferred← citeshttps://doi.org/10.1109/ase56229.2023.00218openalex-snapshot
Adaptive REST API Testing with Reinforcement Learning
inferred← citeshttps://doi.org/10.1109/ase63991.2025.00395openalex-snapshot
Human-Centered Evaluation of REST API Fuzzing Tools: Bridging Academia and Industry
inferred← citeshttps://doi.org/10.1109/icse55347.2025.00179openalex-snapshot
A Multi-Agent Approach for REST API Testing with Semantic Graphs and LLM-Driven Inputs
inferred← citeshttps://doi.org/10.1109/icsme64153.2025.00031openalex-snapshot
Onweer: Automated Resilience Testing Through Fuzzing
inferred← citeshttps://doi.org/10.1109/icst57152.2023.00047openalex-snapshot
EMB: A Curated Corpus of Web/Enterprise Applications And Library Support for Software Testing Research
inferred← citeshttps://doi.org/10.1109/icst62969.2025.10988923openalex-snapshot
Introducing Black-Box Fuzz Testing for REST APIs in Industry: Challenges and Solutions
inferred← citeshttps://doi.org/10.1109/icstw64639.2025.10962507openalex-snapshot
LLM Prompt Engineering for Automated White-Box Integration Test Generation in REST APIs
inferred← citeshttps://doi.org/10.1109/issre66568.2025.00025openalex-snapshot
Fuzzing for Detecting Access Policy Violations in REST APIs
inferred← citeshttps://doi.org/10.1109/issrew67781.2025.00044openalex-snapshot
Case Study: Applying Fuzzing to REST APIs in a Large-Scale Industrial Setting
inferred← citeshttps://doi.org/10.1109/msr66628.2025.00072openalex-snapshot
A Public Benchmark of REST APIs
inferred← citeshttps://doi.org/10.1109/sbft66712.2025.00015openalex-snapshot
Multi-Phase Taint Analysis for JSON Inference in Search-Based Fuzzing
inferred← citeshttps://doi.org/10.1145/3585009openalex-snapshot
White-Box Fuzzing RPC-Based APIs with EvoMaster: An Industrial Case Study
inferred← citeshttps://doi.org/10.1145/3593801openalex-snapshot
JavaScript SBST Heuristics to Enable Effective Fuzzing of NodeJS Web APIs
inferred← citeshttps://doi.org/10.1145/3597503.3639137openalex-snapshot
Generating REST API Specifications through Static Analysis
inferred← citeshttps://doi.org/10.1145/3597503.3639163openalex-snapshot
Semantic GUI Scene Learning and Video Alignment for Detecting Duplicate Video-based Bug Reports
inferred← citeshttps://doi.org/10.1145/3609427openalex-snapshot
Random Testing and Evolutionary Testing for Fuzzing GraphQL APIs
inferred← citeshttps://doi.org/10.1145/3617175openalex-snapshot
Testing RESTful APIs: A Survey
inferred← citeshttps://doi.org/10.1145/3639476openalex-snapshot
Proceedings of the 2024 ACM/IEEE 44th International Conference on Software Engineering: New Ideas and Emerging Results
inferred← citeshttps://doi.org/10.1145/3639476.3639769openalex-snapshot
Leveraging Large Language Models to Improve REST API Testing
inferred← citeshttps://doi.org/10.1145/3652157openalex-snapshot
Advanced White-Box Heuristics for Search-Based Fuzzing of REST APIs
inferred← citeshttps://doi.org/10.1145/3691620.3695265openalex-snapshot
Seeding and Mocking in White-Box Fuzzing Enterprise RPC APIs: An Industrial Case Study
inferred← citeshttps://doi.org/10.1145/3696630.3728545openalex-snapshot
TestGPT-Server: Automatically Testing Microservices with Large Language Models at ByteDance
inferred← citeshttps://doi.org/10.1145/3696630.3728586openalex-snapshot
Widening The Adoption of Web API Fuzzing: Docker, GitHub Action and Python Support for EvoMaster
inferred← citeshttps://doi.org/10.1145/3715737openalex-snapshot
LlamaRestTest: Effective REST API Testing with Small Language Models
inferred← citeshttps://doi.org/10.1145/3728964openalex-snapshot
Effective REST APIs Testing with Error Message Analysis
inferred← citeshttps://doi.org/10.1145/3731558openalex-snapshot
Handling Web Service Interactions in Fuzzing with Search-Based Mock-Generation
inferred← citeshttps://doi.org/10.1145/3765744openalex-snapshot
REST API Testing in DevOps: A Study on an Evolving Healthcare IoT Application
inferred← citeshttps://doi.org/10.1145/3786155.3788581openalex-snapshot
Detecting Server-Side Request Forgery (SSRF) Vulnerabilities In REST API Fuzz Testing
inferred← citeshttps://doi.org/10.1145/3793654.3793747openalex-snapshot
Search-Based Fuzzing For RESTful APIs That Use MongoDB
inferred← citeshttps://doi.org/10.1145/3808149openalex-snapshot
SQLiFuzz: Uncovering SQL Injection in Any Web Applications
inferred← citeshttps://doi.org/10.1145/3832105openalex-snapshot
RPCSpecter: Detecting Blockchain RPC Bugs through a Specification-Driven, Constraint-Aware Fuzzing Approach
inferred← citeshttps://doi.org/10.32528/justindo.v10i2.3703openalex-snapshot
Implementasi Web Service Restful API Pada Modul Wisata Aplikasi Malldesa
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Detection and remediation of third-party library vulnerabilities in the C/C++ open-source ecosystem
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A Survey of Fuzzing Tools for JavaScript Engines
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