Combining TSL and LLM to Automate REST API Testing: A Comparative Study
Fuente:
arXiv
Saved in:
| Main Authors: | Barradas, Thiago, Paes, Aline, Neves, Vânia de Oliveira |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
AutoRestTest: A Tool for Automated REST API Testing Using LLMs and MARL
by: Stennett, Tyler, et al.
Published: (2025)
by: Stennett, Tyler, et al.
Published: (2025)
A Multi-Agent Approach for REST API Testing with Semantic Graphs and LLM-Driven Inputs
by: Kim, Myeongsoo, et al.
Published: (2024)
by: Kim, Myeongsoo, et al.
Published: (2024)
LlamaRestTest: Effective REST API Testing with Small Language Models
by: Kim, Myeongsoo, et al.
Published: (2025)
by: Kim, Myeongsoo, et al.
Published: (2025)
RESTestBench: A Benchmark for Evaluating the Effectiveness of LLM-Generated REST API Test Cases from NL Requirements
by: Kogler, Leon, et al.
Published: (2026)
by: Kogler, Leon, et al.
Published: (2026)
FuzzTheREST: An Intelligent Automated Black-box RESTful API Fuzzer
by: Dias, Tiago, et al.
Published: (2024)
by: Dias, Tiago, et al.
Published: (2024)
ToolFactory: Automating Tool Generation by Leveraging LLM to Understand REST API Documentations
by: Ni, Xinyi, et al.
Published: (2025)
by: Ni, Xinyi, et al.
Published: (2025)
Automated Test-Case Generation for REST APIs Using Model Inference Search Heuristic
by: Cao, Clinton, et al.
Published: (2024)
by: Cao, Clinton, et al.
Published: (2024)
Automating REST API Postman Test Cases Using LLM
by: Sri, S Deepika, et al.
Published: (2024)
by: Sri, S Deepika, et al.
Published: (2024)
You Can REST Now: Automated REST API Documentation and Testing via LLM-Assisted Request Mutations
by: Decrop, Alix, et al.
Published: (2024)
by: Decrop, Alix, et al.
Published: (2024)
APIRL: Deep Reinforcement Learning for REST API Fuzzing
by: Foley, Myles, et al.
Published: (2024)
by: Foley, Myles, et al.
Published: (2024)
Developer Perspectives on REST API Usability: A Study of REST API Guidelines
by: Peldszus, Sven, et al.
Published: (2026)
by: Peldszus, Sven, et al.
Published: (2026)
A Framework for Testing and Adapting REST APIs as LLM Tools
by: Bandlamudi, Jayachandu, et al.
Published: (2025)
by: Bandlamudi, Jayachandu, et al.
Published: (2025)
Agentic LLMs for REST API Test Amplification: A Comparative Study Across Cloud Applications
by: Besjes, Jarne, et al.
Published: (2025)
by: Besjes, Jarne, et al.
Published: (2025)
RESTifAI: LLM-Based Workflow for Reusable REST API Testing
by: Kogler, Leon, et al.
Published: (2025)
by: Kogler, Leon, et al.
Published: (2025)
Generating REST API Tests With Descriptive Names
by: Garrett, Philip, et al.
Published: (2025)
by: Garrett, Philip, et al.
Published: (2025)
From REST to MCP: An Empirical Study of API Wrapping and Automated Server Generation for LLM Agents
by: Mastouri, Meriem, et al.
Published: (2025)
by: Mastouri, Meriem, et al.
Published: (2025)
Evaluating LLMs on Sequential API Call Through Automated Test Generation
by: Huang, Yuheng, et al.
Published: (2025)
by: Huang, Yuheng, et al.
Published: (2025)
Log-based, Business-aware REST API Testing
by: Yang, Ding, et al.
Published: (2026)
by: Yang, Ding, et al.
Published: (2026)
OpenAI for OpenAPI: Automated generation of REST API specification via LLMs
by: Chen, Hao, et al.
Published: (2026)
by: Chen, Hao, et al.
Published: (2026)
MASTEST: A LLM-Based Multi-Agent System For RESTful API Tests
by: Han, Xiaoke, et al.
Published: (2025)
by: Han, Xiaoke, et al.
Published: (2025)
LLM-Rosetta: A Hub-and-Spoke Intermediate Representation for Cross-Provider LLM API Translation
by: Ding, Peng
Published: (2026)
by: Ding, Peng
Published: (2026)
REST API Testing in DevOps: A Study on an Evolving Healthcare IoT Application
by: Sartaj, Hassan, et al.
Published: (2024)
by: Sartaj, Hassan, et al.
Published: (2024)
Reinforcement Learning-Based REST API Testing with Multi-Coverage
by: Nguyen, Tien-Quang, et al.
Published: (2024)
by: Nguyen, Tien-Quang, et al.
Published: (2024)
Leveraging Large Language Models to Improve REST API Testing
by: Kim, Myeongsoo, et al.
Published: (2023)
by: Kim, Myeongsoo, et al.
Published: (2023)
Assessing REST API Test Generation Strategies with Log Coverage
by: Reinikainen, Nana, et al.
Published: (2026)
by: Reinikainen, Nana, et al.
Published: (2026)
Explore-Construct-Filter: An Automated Framework for Rich and Reliable API Knowledge Graph Construction
by: Sun, Yanbang, et al.
Published: (2025)
by: Sun, Yanbang, et al.
Published: (2025)
LLM-Based Automated Diagnosis Of Integration Test Failures At Google
by: Ziftci, Celal, et al.
Published: (2026)
by: Ziftci, Celal, et al.
Published: (2026)
Making OpenAPI Documentation Agent-Ready: Detecting Documentation and REST Smells with a Multi-Agent LLM System
by: Lima, Rayfran Rocha, et al.
Published: (2026)
by: Lima, Rayfran Rocha, et al.
Published: (2026)
AutoFeedback: An LLM-based Framework for Efficient and Accurate API Request Generation
by: Liu, Huanxi, et al.
Published: (2024)
by: Liu, Huanxi, et al.
Published: (2024)
Live API-Bench: 2500+ Live APIs for Testing Multi-Step Tool Calling
by: Elder, Benjamin, et al.
Published: (2025)
by: Elder, Benjamin, et al.
Published: (2025)
An Empirical Study of OpenAI API Discussions on Stack Overflow
by: Chen, Xiang, et al.
Published: (2025)
by: Chen, Xiang, et al.
Published: (2025)
MONO2REST: Identifying and Exposing Microservices: a Reusable RESTification Approach
by: Lecrivain, Matthéo, et al.
Published: (2025)
by: Lecrivain, Matthéo, et al.
Published: (2025)
Prompt-Based REST API Test Amplification in Industry: An Experience Report
by: Bardakci, Tolgahan, et al.
Published: (2026)
by: Bardakci, Tolgahan, et al.
Published: (2026)
iPanda: An LLM-based Agent for Automated Conformance Testing of Communication Protocols
by: Sun, Xikai, et al.
Published: (2025)
by: Sun, Xikai, et al.
Published: (2025)
RustEvo^2: An Evolving Benchmark for API Evolution in LLM-based Rust Code Generation
by: Liang, Linxi, et al.
Published: (2025)
by: Liang, Linxi, et al.
Published: (2025)
OASBuilder: Generating OpenAPI Specifications from Online API Documentation with Large Language Models
by: Lazar, Koren, et al.
Published: (2025)
by: Lazar, Koren, et al.
Published: (2025)
An Empirical Study on LLM-based Agents for Automated Bug Fixing
by: Meng, Xiangxin, et al.
Published: (2024)
by: Meng, Xiangxin, et al.
Published: (2024)
Detecting and Mitigating Flakiness in REST API Fuzzing
by: Zhang, Man, et al.
Published: (2026)
by: Zhang, Man, et al.
Published: (2026)
Automated Self-Testing as a Quality Gate: Evidence-Driven Release Management for LLM Applications
by: Maiorano, Alexandre Cristovão
Published: (2026)
by: Maiorano, Alexandre Cristovão
Published: (2026)
Automated Program Repair Based on REST API Specifications Using Large Language Models
by: Yamagishi, Katsuki, et al.
Published: (2025)
by: Yamagishi, Katsuki, et al.
Published: (2025)
Similar Items
-
AutoRestTest: A Tool for Automated REST API Testing Using LLMs and MARL
by: Stennett, Tyler, et al.
Published: (2025) -
A Multi-Agent Approach for REST API Testing with Semantic Graphs and LLM-Driven Inputs
by: Kim, Myeongsoo, et al.
Published: (2024) -
LlamaRestTest: Effective REST API Testing with Small Language Models
by: Kim, Myeongsoo, et al.
Published: (2025) -
RESTestBench: A Benchmark for Evaluating the Effectiveness of LLM-Generated REST API Test Cases from NL Requirements
by: Kogler, Leon, et al.
Published: (2026) -
FuzzTheREST: An Intelligent Automated Black-box RESTful API Fuzzer
by: Dias, Tiago, et al.
Published: (2024)