Imagen de Portada

Agentic LLMs for REST API Test Amplification: A Comparative Study Across Cloud Applications

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Besjes, Jarne, Nooyens, Robbe, Bardakci, Tolgahan, Beyazit, Mutlu, Demeyer, Serge
Formato:	Preprint
Publicado:	2025
Materias:	Software Engineering
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Test Amplification for REST APIs via Single and Multi-Agent LLM Systems
por: Nooyens, Robbe, et al.
Publicado: (2025)

Test Amplification for REST APIs Using "Out-of-the-box" Large Language Models
por: Bardakci, Tolgahan, et al.
Publicado: (2025)

Prompt-Based REST API Test Amplification in Industry: An Experience Report
por: Bardakci, Tolgahan, et al.
Publicado: (2026)

Developer Perspectives on REST API Usability: A Study of REST API Guidelines
por: Peldszus, Sven, et al.
Publicado: (2026)

REST API Testing in DevOps: A Study on an Evolving Healthcare IoT Application
por: Sartaj, Hassan, et al.
Publicado: (2024)

Cross-System Categorization of Abnormal Traces in Microservice-Based Systems via Meta-Learning
por: Wang, Yuqing, et al.
Publicado: (2024)

Combining TSL and LLM to Automate REST API Testing: A Comparative Study
por: Barradas, Thiago, et al.
Publicado: (2025)

Generating REST API Tests With Descriptive Names
por: Garrett, Philip, et al.
Publicado: (2025)

Log-based, Business-aware REST API Testing
por: Yang, Ding, et al.
Publicado: (2026)

OpenAI for OpenAPI: Automated generation of REST API specification via LLMs
por: Chen, Hao, et al.
Publicado: (2026)

Reinforcement Learning-Based REST API Testing with Multi-Coverage
por: Nguyen, Tien-Quang, et al.
Publicado: (2024)

Leveraging Large Language Models to Improve REST API Testing
por: Kim, Myeongsoo, et al.
Publicado: (2023)

Assessing REST API Test Generation Strategies with Log Coverage
por: Reinikainen, Nana, et al.
Publicado: (2026)

AutoRestTest: A Tool for Automated REST API Testing Using LLMs and MARL
por: Stennett, Tyler, et al.
Publicado: (2025)

You Can REST Now: Automated REST API Documentation and Testing via LLM-Assisted Request Mutations
por: Decrop, Alix, et al.
Publicado: (2024)

RESTifAI: LLM-Based Workflow for Reusable REST API Testing
por: Kogler, Leon, et al.
Publicado: (2025)

Detecting and Mitigating Flakiness in REST API Fuzzing
por: Zhang, Man, et al.
Publicado: (2026)

Automating REST API Postman Test Cases Using LLM
por: Sri, S Deepika, et al.
Publicado: (2024)

LlamaRestTest: Effective REST API Testing with Small Language Models
por: Kim, Myeongsoo, et al.
Publicado: (2025)

WuppieFuzz: Coverage-Guided, Stateful REST API Fuzzing
por: Rooijakkers, Thomas, et al.
Publicado: (2025)

From REST to MCP: An Empirical Study of API Wrapping and Automated Server Generation for LLM Agents
por: Mastouri, Meriem, et al.
Publicado: (2025)

A Multi-Agent Approach for REST API Testing with Semantic Graphs and LLM-Driven Inputs
por: Kim, Myeongsoo, et al.
Publicado: (2024)

Automated Program Repair Based on REST API Specifications Using Large Language Models
por: Yamagishi, Katsuki, et al.
Publicado: (2025)

WFC/WFD: Web Fuzzing Commons, Dataset and Guidelines to Support Experimentation in REST API Fuzzing
por: Sahin, Omur, et al.
Publicado: (2025)

APITestGenie: Generating Web API Tests from Requirements and API Specifications with LLMs
por: Pereira, André, et al.
Publicado: (2026)

DeepREST: Automated Test Case Generation for REST APIs Exploiting Deep Reinforcement Learning
por: Corradini, Davide, et al.
Publicado: (2024)

RESTestBench: A Benchmark for Evaluating the Effectiveness of LLM-Generated REST API Test Cases from NL Requirements
por: Kogler, Leon, et al.
Publicado: (2026)

RBCTest: Leveraging LLMs to Mine and Verify Oracles of API Response Bodies for RESTful API Testing
por: Huynh, Hieu, et al.
Publicado: (2025)

Enhancing REST API Fuzzing with Access Policy Violation Checks and Injection Attacks
por: Sahin, Omur, et al.
Publicado: (2026)

APIRL: Deep Reinforcement Learning for REST API Fuzzing
por: Foley, Myles, et al.
Publicado: (2024)

SATORI: Static Test Oracle Generation for REST APIs
por: Alonso, Juan C., et al.
Publicado: (2025)

Making OpenAPI Documentation Agent-Ready: Detecting Documentation and REST Smells with a Multi-Agent LLM System
por: Lima, Rayfran Rocha, et al.
Publicado: (2026)

FuzzTheREST: An Intelligent Automated Black-box RESTful API Fuzzer
por: Dias, Tiago, et al.
Publicado: (2024)

Understanding API Usage and Testing: An Empirical Study of C Libraries
por: Zaki, Ahmed, et al.
Publicado: (2025)

Utilizing API Response for Test Refinement
por: Sondhi, Devika, et al.
Publicado: (2025)

LogiAgent: Automated Logical Testing for REST Systems with LLM-Based Multi-Agents
por: Zhang, Ke, et al.
Publicado: (2025)

Contextual API Completion for Unseen Repositories Using LLMs
por: Nashid, Noor, et al.
Publicado: (2024)

Client--Library Compatibility Testing with API Interaction Snapshots
por: Monce, Gustave, et al.
Publicado: (2025)

Dynamic Provisioning of REST APIs for Model Management
por: Tuyishime, Adiel, et al.
Publicado: (2024)

Automated Testing of Broken Authentication Vulnerabilities in Web APIs with AuthREST
por: Corradini, Davide, et al.
Publicado: (2025)