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Morest: Model-based RESTful API Testing with Execution Feedback

Yi Liu, Yuekang Li, Gelei Deng, Yang Liu, Ruiyuan Wan, Runchao Wu, Dandan Ji, Shiheng Xu, Minli Bao

Abstract

RESTful APIs are arguably the most popular endpoints for accessing Web services. Blackbox testing is one of the emerging techniques for ensuring the reliability of RESTful APIs. The major challenge in testing RESTful APIs is the need for correct sequences of API operation calls for in-depth testing. To build meaningful operation call sequences, researchers have proposed techniques to learn and utilize the API dependencies based on OpenAPI specifications. However, these techniques either lack the overall awareness of how all the APIs are connected or the flexibility of adaptively fixing the learned knowledge.

BibTeX
@inproceedings{Liu-al:ICSE22,
  author    = {Yi Liu and
               Yuekang Li and
               Gelei Deng and
               Yang Liu and
               Ruiyuan Wan and
               Runchao Wu and
               Dandan Ji and
               Shiheng Xu and
               Minli Bao},
  title     = {Morest: Model-based {RESTful} {API} Testing with Execution Feedback},
  booktitle = {ICSE},
  pages     = {1406--1417},
  publisher = {{ACM}},
  year      = {2022},
}

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