Fuzzing: a survey for roadmap

X Zhu, S Wen, S Camtepe, Y ** coverage plateaus in test generation with pre-trained large language models
C Lemieux, JP Inala, SK Lahiri… - 2023 IEEE/ACM 45th …, 2023 - ieeexplore.ieee.org
Search-based software testing (SBST) generates high-coverage test cases for programs
under test with a combination of test case generation and mutation. SBST's performance …

Make llm a testing expert: Bringing human-like interaction to mobile gui testing via functionality-aware decisions

Z Liu, C Chen, J Wang, M Chen, B Wu, X Che… - Proceedings of the …, 2024 - dl.acm.org
Automated Graphical User Interface (GUI) testing plays a crucial role in ensuring app quality,
especially as mobile applications have become an integral part of our daily lives. Despite …

Fill in the blank: Context-aware automated text input generation for mobile gui testing

Z Liu, C Chen, J Wang, X Che, Y Huang… - 2023 IEEE/ACM 45th …, 2023 - ieeexplore.ieee.org
Automated GUI testing is widely used to help ensure the quality of mobile apps. However,
many GUIs require appropriate text inputs to proceed to the next page, which remains a …

Llm for test script generation and migration: Challenges, capabilities, and opportunities

S Yu, C Fang, Y Ling, C Wu… - 2023 IEEE 23rd …, 2023 - ieeexplore.ieee.org
This paper investigates the application of large language models (LLM) in the domain of
mobile application test script generation. Test script generation is a vital component of …

Guided, stochastic model-based GUI testing of Android apps

T Su, G Meng, Y Chen, K Wu, W Yang, Y Yao… - Proceedings of the …, 2017 - dl.acm.org
Mobile apps are ubiquitous, operate in complex environments and are developed under the
time-to-market pressure. Ensuring their correctness and reliability thus becomes an …

Reinforcement learning based curiosity-driven testing of android applications

M Pan, A Huang, G Wang, T Zhang, X Li - Proceedings of the 29th ACM …, 2020 - dl.acm.org
Mobile applications play an important role in our daily life, while it still remains a challenge
to guarantee their correctness. Model-based and systematic approaches have been applied …

Automated testing of android apps: A systematic literature review

P Kong, L Li, J Gao, K Liu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Automated testing of Android apps is essential for app users, app developers, and market
maintainer communities alike. Given the widespread adoption of Android and the …

Machine learning-based prototy** of graphical user interfaces for mobile apps

K Moran, C Bernal-Cárdenas, M Curcio… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
It is common practice for developers of user-facing software to transform a mock-up of a
graphical user interface (GUI) into code. This process takes place both at an application's …