Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 4 Quality Education -
SDG 9 Industry, Innovation, and Infrastructure
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Dive into the research topics where Tanwir Ahmad is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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VST: Virtual Sea Trial
Truscan, D. (Principal Investigator), Hellström, M. (Principal Investigator), Porres Paltor, I. (Co-Principal Investigator), Ahmad, T. (Co-Investigator), Chariyarupadannayil Sudheerbabu, G. (Project staff), Yaseen, A. (Project staff), Khan, S. (Project staff) & Mughees, A. (Project staff)
01/01/24 → 31/12/26
Project: Industry/Business Finland
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VeriDevOps: Automated Protection and Prevention to Meet Security Requirements in DevOps Environments
Truscan, D. (Principal Investigator), Porres Paltor, I. (Co-Principal Investigator), Ashraf, A. (Principal Investigator), Ahmad, T. (Co-Investigator), Chariyarupadannayil Sudheerbabu, G. (Co-Investigator) & Chapagain, S. (Principal Investigator)
01/10/20 → 31/01/24
Project: EU
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MegaM@Rt2: MegaModelling at Runtime
Truscan, D. (Principal Investigator), Ahmad, T. (Co-Investigator), Iqbal, J. (Co-Investigator), Porres Paltor, I. (Co-Investigator), Siavashi, F. (Co-Investigator) & Ashraf, A. (Co-Investigator)
01/04/17 → 31/03/20
Project: EU
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N4S: Need for Speed
Porres Paltor, I. (Principal Investigator), Nybom, K. (Co-Investigator), Truscan, D. (Co-Investigator), Ashraf, A. (Co-Investigator), Troubitsyna, E. (Co-Investigator), Byholm, B. (Co-Investigator), Rauf, I. M. (Co-Investigator) & Ahmad, T. (Co-Investigator)
01/01/14 → 31/12/16
Project: Industry/Business Finland
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PAM: Practical Applications of Model-based technologies to continuous integration & testing methodologies
Truscan, D. (Principal Investigator), Ahmad, T. (Co-Investigator), Iqbal, J. (Principal Investigator), Porres Paltor, I. (Co-Principal Investigator) & Siavashi, F. (Co-Investigator)
01/01/12 → 31/12/15
Project: Industry/Business Finland
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Multi-Agent LLM-based Metamorphic Testing for REST APIs
Khan, S., Mughees, A., Chariyarupadannayil Sudheerbabu, G., Ahmad, T. & Truscan, D., 2026, Proceedings of 2026 IEEE 50th Annual Computers, Software, and Applications Conference (COMPSAC 2026): Agentic AI: Innovative Software, Computing Paradigms, and Applications for Migrating from Reactive Models to Proactive Systems. IEEEResearch output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
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Multi-Agent Specification-based Metamorphic Testing of FMU-Based Simulations
Kulshreshtha, A., Mughees, A., Chariyarupadannayil Sudheerbabu, G., Ahmad, T., Klemets, K., Truscan, D. & Manngård, M., 2026, IEEE Conference on Computers, Software, and Applications (COMPSAC2026), Metamorphic testing (MET) workshop . IEEEResearch output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
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Using Large Language Models for Black-Box Testing of FMU-Based Simulations
Mughees, A., Chariyarupadannayil Sudheerbabu, G., Ahmad, T., Truscan, D., Manngård, M. & Klemets, K., 2026, (Accepted/In press) Proceedings of the European Control Conference (ECC), 2026 . IEEEResearch output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
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Using Reinforcement Learning for Security Testing: A Systematic Mapping Study
Ahmad, T., Butkovic, M. & Truscan, D., 16 Apr 2025, 2025 IEEE International Conference on Software Testing, Verification and Validation Workshops, ICSTW 2025. Fasolino, A. R., Panichella, S., Aleti, A. & Mesbah, A. (eds.). IEEE, p. 208-216 (2025 IEEE International Conference on Software Testing, Verification and Validation Workshops, ICSTW 2025).Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
4 Citations (Scopus)26 Downloads (Pure) -
Visual Spectrum-Based Fault Localization for Python Programs Based on the Differentiation of Execution Slices
Khan, S., Sudheerbabu, G., Elena Staicu, B., Ahmad, T. & Truscan, D., 16 Apr 2025, 2025 IEEE International Conference on Software Testing, Verification and Validation Workshops, ICSTW 2025. Fasolino, A. R., Panichella, S., Aleti, A. & Mesbah, A. (eds.). IEEE, p. 217-225 (2025 IEEE International Conference on Software Testing, Verification and Validation Workshops, ICSTW 2025).Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review
13 Downloads (Pure)
Datasets
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Performance Exploration Dataset
Ahmad, T. (Creator) & Truscan, D. (Creator), Zenodo, 1 Oct 2020
Dataset
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Pre-processed Public IDS Datasets in a Unified Packet-Flow Representation
Ahmad, T. (Creator) & Truscan, D. (Creator), Zenodo, 21 Jun 2026
Dataset
Prizes
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Best Paper Award
Ahmad, T. (Recipient) & Truscan, D. (Recipient), 2024
Prize: Award or honor granted for a specific work
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Best Paper Award
Truscan, D. (Recipient), Ahmad, T. (Recipient) & Grönblom, N. (Recipient), 1 Nov 2013
Prize: Award or honor granted for a specific work