(Over)Reliance on Test Agents in AI-Assisted Software Testing

Συγγραφείς: Enoiu, Eduard Paul

Θεματικοί όροι: Software Engineering

Σύνδεσμος πρόσβασης: https://arxiv.org/abs/2607.17927

AI-Assisted Software Testing Improvements

Συγγραφείς: Olcay, Haldun Halil, Albayrak, Dilara

Πηγή: 2025 10th International Conference on Computer Science and Engineering (UBMK) Computer Science and Engineering (UBMK), 2025 10th International Conference on. :166-171 Sep, 2025

Relation: 2025 10th International Conference on Computer Science and Engineering (UBMK)

(Over)Reliance on Test Agents in AI-Assisted Software Testing

Συγγραφείς: Enoiu, Eduard Paul, PhD, Author

Συνεισφορές: Enoiu, Eduard Paul, PhD, Author

Πηγή: Lecture Notes in Computer Science, vol. 16869 Lecture Notes in Computer Science. :367-375

Θεματικοί όροι: cognitive problem solving, overreliance, test agents, Autonomous agents, Problem solving, Agency problems, Continuous development, Feedback loops, Over reliance, Problem-solving, Software testings, Test agent, Test designs, Software testing

Περιγραφή αρχείου: print

Σύνδεσμος πρόσβασης: https://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-79164

CubeTesterAI: Automated JUnit Test Generation Using the LLaMA Model

Συγγραφείς: Gorla, Daniele, Kumar, Shivam, Roselli Lorenzini, Pietro Nicolaus, Alipourfaz, Alireza

Πηγή: 2025 IEEE Conference on Software Testing, Verification and Validation (ICST) Software Testing, Verification and Validation (ICST), 2025 IEEE Conference on. :565-576 Mar, 2025

Relation: 2025 IEEE Conference on Software Testing, Verification and Validation (ICST)

Evaluation of the Choice of LLM in a Multi-Agent Solution for GUI-Test Generation

Συγγραφείς: Tomic, Stevan, Alegroth, Emil, Isaac, Maycel

Πηγή: 2025 IEEE Conference on Software Testing, Verification and Validation (ICST) Software Testing, Verification and Validation (ICST), 2025 IEEE Conference on. :487-497 Mar, 2025

Relation: 2025 IEEE Conference on Software Testing, Verification and Validation (ICST)

Using Reinforcement Learning for Security Testing: A Systematic Mapping Study

Συγγραφείς: Ahmad, Tanwir, Butkovic, Matko, Truscan, Dragos

Πηγή: 2025 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW) Software Testing, Verification and Validation Workshops (ICSTW), 2025 IEEE International Conference on. :208-216 Mar, 2025

Relation: 2025 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW)

Large Language Models In High-Level Software Testing : A Literature Review

Συγγραφείς: Grönberg, Toni

Συνεισφορές: Informaatioteknologian ja viestinnän tiedekunta - Faculty of Information Technology and Communication Sciences, Tampere University

Θεματικοί όροι: information technology, language models, AI-assisted software testing, Agent-based testing, Test automation, Tietojenkäsittelyopin maisteriohjelma - Master's Programme in Computer Science, testing, software engineering

Περιγραφή αρχείου: fulltext

Σύνδεσμος πρόσβασης: https://trepo.tuni.fi/handle/10024/234400

AI or LLM assisted software testing : a mapping study

Συγγραφείς: Al Amin, Shamim

Συνεισφορές: Lappeenrannan-Lahden teknillinen yliopisto LUT, Lappeenranta-Lahti University of Technology LUT

Θεματικοί όροι: AI assisted software testing, LLM based test generation, automated test analysis, security vulnerabilities in AI generated code, static analysis and CWE mapping, ODC guided quality assessment, CI/CD pipeline integration, ethical AI in testing, reproducibility and transparency, systematic literature review (SLR), fi=Kestävää teollisuutta, innovaatioita ja infrastruktuureja|en=Industry, innovation and infrastructure, fi=School of Engineering Science, Tietotekniikka|en=School of Engineering Science, Computer Science

Περιγραφή αρχείου: fulltext

Relation: https://lutpub.lut.fi/handle/10024/171117

Διαθεσιμότητα: https://lutpub.lut.fi/handle/10024/171117

LLMTestCraft: An Automated Unit Test Case Generator using Large Language Models

Συγγραφείς: Nuh, Jamal Abdullahi, Koh, Tieng Wei, Lawal, Babangida, Jaharadak, Adam Amril, Ali, Mohamed Abdullahi

Πηγή: 2025 IEEE International Conference on Data and Software Engineering (ICoDSE) Data and Software Engineering (ICoDSE), 2025 IEEE International Conference on. :331-336 Oct, 2025

Relation: 2025 IEEE International Conference on Data and Software Engineering (ICoDSE)

LegoFuzz: Interleaving Large Language Models for Compiler Testing

Συγγραφείς: Ni, Yunbo

Πηγή: Companion Proceedings of the 2025 ACM SIGPLAN International Conference on Systems, Programming, Languages, and Applications: Software for Humanity. :37-39

Διαθεσιμότητα: http://dl.acm.org/doi/10.1145/3758316.3763251

Leveraging Pre-Trained Large Language Models (LLMs) for On-Premises Comprehensive Automated Test Case Generation: An Empirical Study

Συγγραφείς: Yin, Hang, Mohammed, Hamza, Boyapati, Sai

Πηγή: 2024 9th International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS) Intelligent Informatics and Biomedical Sciences (ICIIBMS), 2024 9th International Conference on. 9:597-607 Nov, 2024

Relation: 2024 9th International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS)

Toward Agentic TestOps: A Systematic Literature Review and Autonomy Taxonomy for AI-Driven Testing in DevOps.

Συγγραφείς: Hanim, Hanae, Baidada, Chafik, Hanine, Mohamed, Obidallah, Waeal J.

Πηγή: Electronics (2079-9292); Sep2026, Vol. 15 Issue 18, p4059, 34p

Θεματικοί όροι: Test systems, Autonomy (Philosophy), Autonomous robots

AI-assisted Software Engineering: a tertiary study

Συγγραφείς: Cico, Orges, Cico, Betim, Cico, Andja

Πηγή: 2023 12th Mediterranean Conference on Embedded Computing (MECO) Embedded Computing (MECO), 2023 12th Mediterranean Conference on. :1-6 Jun, 2023

Relation: 2023 12th Mediterranean Conference on Embedded Computing (MECO)

IGTG&R: An Intent Analysis-Guided Unit Test Generation and Refinement Framework.

Συγγραφείς: Liu, Xiaojian, Zhang, Yangyang

Πηγή: Entropy; Jan2026, Vol. 28 Issue 1, p74, 18p

Θεματικοί όροι: Language models, Dynamic testing, Design failures, Natural language processing, Entropy (Information theory)

Engineering Prompt-Orchestrated LLM Workflows for Automated Test Case Generation in Agile Environments.

Συγγραφείς: Almeyda Alania, Fredy Antonio, Barrientos Padilla, Alfredo, Siancas Garay, Ronald Gustavo

Πηγή: International Journal of Advanced Computer Science & Applications; 2025, Vol. 16 Issue 12, p771-781, 11p

CoverNexus: Multi-agent LLM System for Automated Code Coverage Enhancement

Συγγραφείς: Ba, Thiem Nguyen^Aff10, Thanh, Binh Nguyen^Aff10, Tran, Viet-Trung^Aff10

Συνεισφορές: Li, Gang, Series Editor^Aff1, Filipe, Joaquim, Series Editor^Aff2, Xu, Zhiwei, Series Editor^Aff3, Buntine, Wray, editor^Aff4, Fjeld, Morten, editor^Aff5, Tran, Truyen, editor^Aff6, Tran, Minh-Triet, editor^Aff7, Huynh Thi Thanh, Binh, editor^Aff8, Miyoshi, Takumi, editor^Aff9

Πηγή: Information and Communication Technology : 13th International Symposium, SOICT 2024, Danang, Vietnam, December 13–15, 2024, Proceedings, Part IV. 2353:472-484

Analisis Konseptual Verifikasi dan Validasi dalam Software Engineering Security dan Data Analytic: Kajian terhadap Metode, Standar, dan Praktik Pengembangan Perangkat Lunak Modern

Συγγραφείς: Rijayanti, Rita, Ferdiansyah, Doddy

Θεματικοί όροι: JOURNAL

Περιγραφή αρχείου: text

Relation: https://repository.unpas.ac.id/84281/1/%5BRR%26DF%5D%20Analisis%20Konseptual%20Verification%20dan%20Validation%20dalam%20Rekayasa%20Perangkat%20Lunak.pdf; Rijayanti, Rita and Ferdiansyah, Doddy (2026) Analisis Konseptual Verifikasi dan Validasi dalam Software Engineering Security dan Data Analytic: Kajian terhadap Metode, Standar, dan Praktik Pengembangan Perangkat Lunak Modern. Unpas. pp. 1-15.

Διαθεσιμότητα: https://repository.unpas.ac.id/84281/
https://repository.unpas.ac.id/84281/1/%5BRR%26DF%5D%20Analisis%20Konseptual%20Verification%20dan%20Validation%20dalam%20Rekayasa%20Perangkat%20Lunak.pdf

How students use generative AI for software testing: An observational study

Συγγραφείς: Ardic, Baris^{Aff1, IDs10664026108980_cor1}, Le Dilavrec, Quentin^Aff1, Zaidman, Andy^Aff1

Πηγή: Empirical Software Engineering: An International Journal. 31(6)

Computer Safety, Reliability, and Security. SAFECOMP 2026 Workshops

Συγγραφείς: Elena Troubitsyna, David de Andrés, Erwin Schoitsch, Joaquín Gracia-Morán, Friedemann Bitsch

Resource Type: eBook.

Categories: COMPUTERS / Networking / General

Information and Communication Technology

Συγγραφείς: Wray Buntine, Morten Fjeld, Truyen Tran, Minh-Triet Tran, Binh Huynh Thi Thanh

Resource Type: eBook.

Θέματα: Telecommunication systems--Congresses, Information technology--Congresses, Artificial intelligence, Information retrieval--Congresses

Categories: COMPUTERS / Artificial Intelligence / General, COMPUTERS / Database Administration & Management, COMPUTERS / Networking / General, COMPUTERS / Security / Network Security