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Most of the web services are offered in the form of RESTful APIs. This has led to an active research interest in API testing to ensure the reliability of these services. While most of the testing techniques proposed in the past rely on the…

Software Engineering · Computer Science 2025-01-31 Devika Sondhi , Ananya Sharma , Diptikalyan Saha

Event-driven programming is widely practiced in the JavaScript community, both on the client side to handle UI events and AJAX requests, and on the server side to accommodate long-running operations such as file or network I/O. Many popular…

Software Engineering · Computer Science 2022-02-14 Ellen Arteca , Max Schäfer , Frank Tip

Large Language Models (LLMs) are increasingly used to support software testing tasks, yet there is little evidence of their effectiveness for REST API testing in industrial settings. To address this gap, we replicate our earlier work on…

Software Engineering · Computer Science 2026-01-27 Tolgahan Bardakci , Andreas Faes , Mutlu Beyazit , Serge Demeyr

Due to its importance and widespread use in industry, automated testing of REST APIs has attracted major interest from the research community in the last few years. However, most of the work in the literature has been focused on black-box…

Software Engineering · Computer Science 2023-09-18 Andrea Arcuri , Man Zhang , Juan Pablo Galeotti

Web APIs provide a systematic and extensible approach for application-to-application interaction. A large number of mobile applications makes use of web APIs to integrate services into apps. Each Web API's evolution pace is determined by…

Software Engineering · Computer Science 2014-07-17 Tiago Espinha , Andy Zaidman , Hans-Gerhard Gross

Recently, the large language models (LLMs) have shown extraordinary ability in understanding natural language and generating programming code. It has been a common practice of software engineers to consult LLMs when encountering coding…

Computation and Language · Computer Science 2024-01-30 Li Zhong , Zilong Wang

Representational State Transfer (REST) APIs are a cornerstone of modern cloud native systems. Ensuring their reliability demands automated test suites that exercise diverse and boundary level behaviors. Nevertheless, designing such test…

Software Engineering · Computer Science 2025-11-03 Jarne Besjes , Robbe Nooyens , Tolgahan Bardakci , Mutlu Beyazit , Serge Demeyer

REST API test case generation tools are evolving rapidly, with growing capabilities for the automated generation of complex tests. However, despite their strengths in test data generation, these tools are constrained by the types of test…

Software Engineering · Computer Science 2025-09-03 Juan C. Alonso , Alberto Martin-Lopez , Sergio Segura , Gabriele Bavota , Antonio Ruiz-Cortés

Microservice-based architectures enable different aspects of web applications to be created and updated independently, even after deployment. Associated technologies such as service mesh provide application-level fault resilience through…

Distributed, Parallel, and Cluster Computing · Computer Science 2021-11-02 Fanfei Meng , Lalita Jagadeesan , Marina Thottan

Nowadays, many companies design and develop their software systems as a set of loosely coupled microservices that communicate via their Application Programming Interfaces (APIs). While the loose coupling improves maintainability,…

Software Engineering · Computer Science 2024-06-05 Alexander Lercher , Johann Glock , Christian Macho , Martin Pinzger

REpresentational State Transfer (REST) is considered as one standard software architectural style to build web APIs that can integrate software systems over the internet. However, while connecting systems, RESTful APIs might also break the…

Software Engineering · Computer Science 2020-09-01 Jerin Yasmin , Yuan Tian , Jinqiu Yang

Automated testing for REST APIs has become essential for ensuring the correctness and reliability of modern web services. While existing approaches primarily focus on detecting server crashes and error codes, they often overlook logical…

Software Engineering · Computer Science 2025-03-20 Ke Zhang , Chenxi Zhang , Chong Wang , Chi Zhang , YaChen Wu , Zhenchang Xing , Yang Liu , Qingshan Li , Xin Peng

Millions of mobile apps are available in app stores, such as Apple's App Store and Google Play. For a mobile app, it would be increasingly challenging to stand out from the enormous competitors and become prevalent among users. Good user…

Software Engineering · Computer Science 2020-08-25 Cuiyun Gao , Jichuan Zeng , Zhiyuan Wen , David Lo , Xin Xia , Irwin King , Michael R. Lyu

Intelligent services provide the power of AI to developers via simple RESTful API endpoints, abstracting away many complexities of machine learning. However, most of these intelligent services-such as computer vision-continually learn with…

Software Engineering · Computer Science 2020-05-28 Alex Cummaudo , Scott Barnett , Rajesh Vasa , John Grundy , Mohamed Abdelrazek

Malformed, missing, or boundary-value inputs in microservice APIs can cascade across dependent services, threatening reliability. Robustness testing systematically exercises such inputs to expose server-side failures, but generating…

Software Engineering · Computer Science 2026-05-15 Hrushitha Goud Tigulla , Marco Vieira

Application Programming Interfaces (APIs) often have usage constraints, such as restrictions on call order or call conditions. API misuses, i.e., violations of these constraints, may lead to software crashes, bugs, and vulnerabilities.…

Software Engineering · Computer Science 2018-03-14 Sven Amann , Hoan Anh Nguyen , Sarah Nadi , Tien N. Nguyen , Mira Mezini

In API testing, deriving logical constraints on API response bodies to be used as oracles is crucial for generating test cases and performing automated testing of RESTful APIs. However, existing approaches are restricted to dynamic…

Software Engineering · Computer Science 2025-12-22 Hieu Huynh , Tri Le , Tu Nguyen , Viet Nguyen , Vu Nguyen , Tien N. Nguyen

Context: Given a bug report and source code of the project, bug localization can help developers to focus on fixing probable buggy files rather than searching the entire source code repository. While existing research uses information…

Software Engineering · Computer Science 2020-11-09 Shubham Sangle , Sandeep Muvva , Sridhar Chimalakonda , Karthikeyan Ponnalagu , Vijendran Gopalan Venkoparao

Developers rely on open-source packages and must review dependencies to safeguard against vulnerable or malicious upstream code. A careful review of all dependencies changes often does not occur in practice. Therefore, developers need…

Software Engineering · Computer Science 2025-07-24 Sivana Hamer , Nasif Imtiaz , Mahzabin Tamanna , Preya Shabrina , Laurie Williams

Following the advent of the American Fuzzy Lop (AFL), fuzzing had a surge in popularity, and modern day fuzzers range from simple blackbox random input generators to complex whitebox concolic frameworks that are capable of deep program…

Cryptography and Security · Computer Science 2021-08-20 François Gauthier , Behnaz Hassanshahi , Benjamin Selwyn-Smith , Trong Nhan Mai , Max Schlüter , Micah Williams