📝 New article: "MT4Image: An efficient metamorphic testing approach for image processing applications" by Chang-Ai Sun, Xiaobei Li, Jiayu Xing 👉 Get your copy at

📝 New article: "DPDGPT: Using Multimodal Large Language Models for Automated Detection of Dark Patterns" by Fengwei Lin, Liming Nie, Lei Xue, Xiaoxi Zhang, Kelei Zhang 👉 Get your copy at

📝 New article: "A Method for Real-World Privacy-Preserving Android Malware Detection through Federated Machine Learning" by Giovanni Ciaramella, Fabio Martinelli, Christian Peluso, Antonella Santone, Francesco Mercaldo 👉 Get your copy at

📝 New article: "FairST: A novel approach for machine learning bias repair through latent sensitive attribute translation" by Carmen Meinson, Max Hort, Federica Sarro 👉 Get your copy at

📝 New article: "Edge AI Assurance: A Systematic Mapping Study" by Clara Ayora, Arturo S. García, Jose Luis de la Vara 👉 Get your copy at

📝 New article: "Investigating the Adoption and Maintenance of Web GUI Testing: Insights from GitHub Repositories" by Sergio Di Meglio, Luigi Libero Lucio Starace, Valeria Pontillo, Ruben Opdebeeck, Coen De Roover, Sergio Di Martino 👉 Get your copy at

📝 New article: "Bias removal and fairness estimation by pruning sensitive attributes in pre-trained DNN models" by Qiaolin Qin,Ettore Merlo 👉 Get your copy at

@ibarra_zap69993 💡 Findings: Most approaches achieve a medium level of automation but omit test case design techniques, creating a major gap. Functional Correctness is the most tested quality characteristic, while Security and Interaction Capability are rarely addressed.

@ibarra_zap69993 🤔 Motivation: Existing studies lacked a structured and comprehensive synthesis on NLP for test case generation. Their scope was too limited, omitting details like test design techniques, quality characteristics, test coverage, the generated test case format, among others.

@ibarra_zap69993 📜 Context: Natural Language Processing (NLP) has shown great potential for the automatic generation of software test cases over the last years. Literature abounds with NLP approaches for test case generation.

📝 New article: "Automatic Test Case Generation Using NLP: A Systematic Mapping Study" by Jordy Navarro and @ibarra_zap69993 👉 Get your copy at https://t.co/y65WRIiAOc #SoftwareTesting #NLP #AI #TestCaseGeneration

📝 New article: "Artificial Intelligence for Source Code Understanding Tasks: A Systematic Mapping Study" by Dzikri Rahadian Fudholi, Andrea Capiluppi 👉 Get your copy at

📝 New article: "RLSPL: A Software Product Line for Streamlining Reinforcement Learning Project Development" by Syrine Wardi, Rania Mzid, Tewfik Ziadi 👉 Get your copy at

@DanteDomizzi #computingcontinuum #ia #datareliability #datasecurity

@DanteDomizzi 💡 Findings: Nez introduces a design-driven skeleton model that automatically builds and deploys continuum AI systems, coupling AI and analytic apps with security and reliability features. This enables users to create secure and reliable systems with reduced effort.

@DanteDomizzi 🤔 Motivation: Existing workflow and AI tools require manual integration and management of non-functional requirements such as confidentiality, integrity, and fault tolerance across the continuum.

@DanteDomizzi 📜 Context: Modern AI systems often run on a mix of cloud and edge devices. This mix of devices is known as the computing continuum. Managing such systems in the continuum is complex, especially when ensuring security, reliability, and performance.

📝 New article: "Nez: A design-driven skeleton model for building continuum AI-based and analytic systems" by @DanteDomizzi, Diana Carrizales-Espinoza, J.L. Gonzalez-Compean, Marco Antonio Núñez-Gaona, Heriberto Aguirre-Meneses, Jesus Carretero 👉 https://t.co/VPJNdwQXGV

📝 New article: "Semantic-aware testing for object detection systems" by Xiaoxia Liu, Jingyi Wang, Hsiao-Ying Lin, Chengfang Fang, Jie Shi, Xiaodong Zhang, Wenhai Wang 👉 Get your copy at

📝 New article: "A multi-criteria accessibility index for quantifying digital fairness in e-commerce" by Adam Wasilewski, Katarzyna Walecka-Jankowska, Anna Zgrzywa-Ziemak 👉 Get your copy at