Early detection of network attacks using deep learningAhmad, Tanwir; Truscan, Dragos; Vain, Jüri; Porres, Ivan2022 IEEE 15th International Conference on Software Testing, Verification andValidation Workshops : ICSTW 2022, 4–13 April 2022, Virtual Event : proceedings2022 / p. 30-39 https://doi.org/10.1109/ICSTW55395.2022.00020 https://arxiv.org/pdf/2201.11628.pdf

EARLY: a tool for real-time security attack detectionAhmad, Tanwir; Truscan, Dragos; Vain, JüriCyberSecurity in a DevOps Environment: From Requirements to Monitoring2024 / p. 225-251 https://doi.org/10.1007/978-3-031-42212-6_8 Article at Scopus

Iterative optimization of hyperparameter-based metamorphic transformationsSudheerbabu, Gaadha; Ahmad, Tanwir; Truscan, Dragos; Vain, Jüri; Porres, Ivan2024 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW)2024 / p. 13-20 https://doi.org/10.1109/ICSTW60967.2024.00016 Article at Scopus Article at WOS

Metamorphic testing for verification and fault localization in industrial control systemsSudheerbabu, Gaadha; Ahmad, Tanwir; Truscan, Dragos; Vain, JüriCyberSecurity in a DevOps Environment: From Requirements to Monitoring2023 / p. 127 - 159 https://doi.org/10.1007/978-3-031-42212-6_5 Article at Scopus

A two-phase metamorphic approach for testing industrial control systemsSudheerbabu, Gaadha; Ahmad, Tanwir; Sebek, Filip; Truscan, Dragos; Vain, Jüri; Porres, Ivan2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA) : proceedings2022 / 4 p https://doi.org/10.1109/ETFA52439.2022.9921439