Model-based Performance Testing of Web Services using Probabilistic Timed Automata. - Fredrik Abbors; Tanwir Ahmad; Dragos Truscan; Ivan Porres (WEBIST, 2013)

Model-based performance testing in the cloud using the mbpet tool. - Fredrik Abbors; Tanwir Ahmad; Dragos Truscan; Ivan Porres (ICPE, 2013)

An Automated Approach for Creating Workload Models from Server Log Data. - Fredrik Abbors; Dragos Truscan; Tanwir Ahmad (ICSOFT EA, 2014)

Mining Web Server Logs for Creating Workload Models. - Fredrik Abbors; Dragos Truscan; Tanwir Ahmad (ICSOFT (Selected Papers), 2014)

Automatic Performance Space Exploration of Web Applications. - Tanwir Ahmad; Fredrik Abbors; Dragos Truscan (GECON, 2015)

A Practical Application of UPPAAL and DTRON for Runtime Verification. - Dragos Truscan; Tanwir Ahmad; Faezeh Siavashi; Pekka Tuuttila (SER&IP@ICSE, 2015)

Automatic performance space exploration of web applications using genetic algorithms. - Tanwir Ahmad; Dragos Truscan (SAC, 2016)

Identifying worst-case user scenarios for performance testing of web applications using Markov-chain workload models. - Tanwir Ahmad; Dragos Truscan; Ivan Porres (Future Gener. Comput. Syst., 2018)

Exploratory Performance Testing Using Reinforcement Learning. - Tanwir Ahmad; Adnan Ashraf; Dragos Truscan; Ivan Porres (SEAA, 2019)

Applying Test-Driven Development for Improved Feedback and Automation of Grading in Academic Courses on Software Development. - Dragos Truscan; Tanwir Ahmad; Cuong Huy Tran (FISEE, 2019)

Model-based testing using UML activity diagrams: A systematic mapping study. - Tanwir Ahmad; Junaid Iqbal; Adnan Ashraf; Dragos Truscan; Ivan Porres (Comput. Sci. Rev., 2019)

Automatic exploratory performance testing using a discriminator neural network. - Ivan Porres; Tanwir Ahmad; Hergys Rexha; Sébastien Lafond; Dragos Truscan (ICST Workshops, 2020)

Using Deep Reinforcement Learning for Exploratory Performance Testing of Software Systems With Multi-Dimensional Input Spaces. - Tanwir Ahmad; Adnan Ashraf; Dragos Truscan; Andi Domi; Ivan Porres (IEEE Access, 2020)

A Two-phase Metamorphic Approach for Testing Industrial Control Systems. - Gaadha Sudheerbabu; Tanwir Ahmad; Filip Sebek; Dragos Truscan; Jüri Vain; Ivan Porres (ETFA, 2022)

Early Detection of Network Attacks Using Deep Learning. - Tanwir Ahmad; Dragos Truscan; Jüri Vain; Ivan Porres (ICST Workshops, 2022)

An Evaluation of Transformer Models for Early Intrusion Detection in Cloud Continuum. - Md. Mahbubul Islam; Tanwir Ahmad; Dragos Truscan (CloudCom, 2023)

Efficient Early Anomaly Detection of Network Security Attacks Using Deep Learning. - Tanwir Ahmad; Dragos Truscan (CSR, 2023)

Preliminary Results in Using Attention for Increasing Attack Identification Efficiency. - Tanwir Ahmad; Dragos Truscan; Jüri Vain (ICSTW, 2023)

Localizer: A Visual Debugging Assistant for Python Programs. - Shehroz Khan 003; Gaadha Sudheerbabu; Dragos Truscan; Tanwir Ahmad (DEBT@ISSTA, 2024)

Smart Assistants for Enhancing System Security and Resilience. - Andrey Sadovykh; Dragos Truscan; Martin A. Schneider; Wissam Mallouli; Ana R. Cavalli; Cristina Seceleanu; Tanwir Ahmad (FedCSIS (Communication Papers), 2024)

Analysing MLOps and its Applicability in the Maritime Domain through a Systematic Mapping Study. - Andrei-Raoul Morariu; Tanwir Ahmad; Bogdan Iancu; Jussi Poikonen; Jerker Björkqvist (ICPS, 2024)

Early Detection with Explainability of Network Attacks Using Deep Learning. - Tanwir Ahmad; Dragos Truscan (ICSTW, 2024)

Iterative Optimization of Hyperparameter-based Metamorphic Transformations. - Gaadha Sudheerbabu; Tanwir Ahmad; Dragos Truscan; Jüri Vain; Ivan Porres (ICSTW, 2024)

Visual Spectrum-Based Fault Localization for Python Programs Based on the Differentiation of Execution Slices. - Shehroz Khan 003; Gaadha Sudheerbabu; Bianca Elena Staicu; Tanwir Ahmad; Dragos Truscan (ICSTW, 2025)

Using Reinforcement Learning for Security Testing: A Systematic Mapping Study. - Tanwir Ahmad; Matko Butkovic; Dragos Truscan (ICSTW, 2025)