Personal profile
Biography
Dr. Mamoona Asghar (former Marie-Curie Postdoc Fellow) is working as an Associate Professor/Senior Lecturer in the School of Computer Science (SCS), University of Galway. Since 2006, she has over 18 years of lecturing and R&D experience in Europe (Ireland, UK) and Pakistan. She received her Ph.D. in Computing and Electronic Systems from the University of Essex, Colchester, U.K., in 2013 on a competitive scholarship from the Higher Education Commission (HEC) of Pakistan.
Research Expertise: Dr. Asghar (Senior Member, IEEE) is an Applied Cybersecurity researcher who has (co)authored (mainly as a Primary or Senior author) numerous peer-reviewed Journal and Conference articles, along with a Patent (UK & International) (not granted) in the interdisciplinary research domains of Cybersecurity (including Cryptography, Threat Modelling, Malware/Intrusion detection and analysis, AI-powered Social Engineering attacks), image processing, Artificial Intelligence (Computer vision, Deep learning), Visual data analytics, and GDPR.
Research Funding and Collaborations: Dr. Asghar is an engaged researcher dedicated to ensuring that her research positively influences society and the economy. She has secured over €1M research funding awards from national and International funding bodies, which include Horizon Europe; Marie-Curie Actions (MSCA); Enterprise Ireland; TUS-Athlone, Ireland; University of Galway, Ireland; Cisco, Ireland; Siren, Ireland; Irish Research Council (IRC); EU INTERREG NWE project (partnered with 9 countries); EU INTERREG Atlantic Area project (14 partners), Vistamilk SFI Centre (Co-FI); IEEE Signal Processing Society (Travel Grant for ICIP conference, USA) and NRPU- HEC, Pakistan.
Supporting Early-Career Researchers and Professionals: She is passionate about mentoring future generations. She has supervised 06 PhDs, ~30 MS(CS)/M. Phil students, ~45 Master’s (in CS, AI, DA, and SE), and numerous undergraduate projects/theses to completion in Ireland and Pakistan. She has mentored 06 research staff, including 4 Postdocs, 1 Research Associate and 1 RA. She is currently supervising 03 fully funded, full-time Ph.D. students, 1 part-time PhD student and 02 research staff members on different funding sources at the University of Galway, Ireland.
Supporting Research Community: She actively contributes to advancing interdisciplinary research through various roles, such as Editor, Reviewer, Organiser, scientific and Technical Programme Committee (TPC) member, and Session chair. She also served as a Senior Editorial Board Member for the Tech Science Journal “Computers, Materials & Continua”.
She has also led as a Guest Editor for the special issue “Novel Approaches for Emerging Cybersecurity Threat Investigation” in Applied Sciences (2023), where she managed 25 submissions. She is co-leading a Special Issue in Springer Nature Journal - Discover Networks in 2025.
As a reviewer for over 15 high-impact journals, including IEEE Transactions on Information Forensics and Security, IEEE Access, Sensors, and Multimedia Systems, she helps maintain rigorous publication standards.
She serves as a chair for the 4th IEEE Cyber Research Conference Ireland at the University of Galway (Dec. 1, 2025). She has organised workshops SPETVid 2024 and 2025 and IWPSS 2020 in conjunction with the EU-organised Security Conference - International Conference on Availability, Reliability, and Security (ARES) in Belgium (2025), Austria (2024) and Ireland (2020), respectively. She serves as a member of the scientific and technical program at various research conferences, including ICBC-2024, ARES-2022 to 2024, BCS HCI Conf 2022 to 2024, ICTACSE 2022, CyberSciTech 2021 (Session chair), IEEE Multimedia and Expo 2021 (Meta-reviewer), and Irish Signals and Systems 2020 (TPC and session chair), as well as INTECH 2016.
Professional Standing: In recent years, her contributions to cybersecurity research, workforce development, and mentoring have led to recognition as a winner, nominee and finalist for several prestigious national and international awards.
🏆 Winner – Most Inspiring Women in Cyber 2025, BT Towers, London
🏆 Winner – Digital Women of the Year 2025, iTag Excellence Award, Galway
🌟 Finalist – Organisational Leadership Award 2025, iTag Excellence Award, Galway
🌟 Finalist – Mentor of the Year 2024, Women in STEM, Dublin
🌟 Nominee – Presidential Award - Supervisor of the Year 2024, University of Galway
Research Interests
Cyber Security: Cryptology, Malware and Intrusion Detection Systems, Social Engineering (DeepFakes, Dark Patterns, Phishing), Threat Modelling, Blockchain, Privacy Engineering, General Data Protection Regulation (GDPR).
Artificial Intelligence: Deep Learning (Computer Vision), Object and Event detection from visual data, Supervised and unsupervised Machine Learning, Fuzzy Systems, Ontology.
Others: Visual Data Processing Analysis, Video Encoder Systems, Video Quality Analytics, Edge Analytics, and Internet of Things (IoT) (smart systems).
Teaching Interests
- Cybersecurity Essentials
- Malware and Intrusion Detection
- Societal Impact of AI and Cybersecurity
- Data Analysis and Visualisation
- Object Oriented Programming
- Modern Software Engineering
Related documents
Education/Academic qualification
PhD
External positions
External Examiner, Atlantic Technological University
1 Sep 2024 → …
External Examiner, Technological University of the Shannon, Athlone Campus, Ireland
1 Sep 2022 → …
Lecturer, Technological University of the Shannon, Athlone Campus, Ireland
1 Sep 2021 → 4 Jan 2022
Marie Curie Career-Fit Postdoc Research Fellow, Technological University of the Shannon, Athlone Campus, Ireland
26 Jun 2018 → 30 Aug 2021
Lecturer & Assistant Professor, The Islamia University of Bahawalpur (IUB), Punjab, Pakistan
4 Sep 2006 → 25 Jun 2018
IT Project Coordinator, W. Wien & Associates, Software Technology Park, Islamabad, Pakistan
1 Jan 2006 → 3 Sep 2006
Research Assistant, International Islamic University Islamabad, Pakistan
1 Jan 2005 → 30 Dec 2005
Accepting PhD Students
- Accepting PhD Students
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
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SDG 5 Gender Equality
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SDG 6 Clean Water and Sanitation
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SDG 7 Affordable and Clean Energy
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SDG 8 Decent Work and Economic Growth
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SDG 9 Industry, Innovation, and Infrastructure
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SDG 11 Sustainable Cities and Communities
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SDG 12 Responsible Consumption and Production
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SDG 13 Climate Action
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SDG 16 Peace, Justice and Strong Institutions
Fingerprint
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Collaborations and top research areas from the last five years
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FaceExpr: Personalized facial expression generation via attention-focused U-Net feature fusion in diffusion models
Afgan, M. S., Liu, B., Asghar, M. N., Khalid, W., Zou, K. & Sheng, D., 2026, In: Information Fusion. 125, p. 103431 1 p.Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
1 Citation (Scopus) -
Federated Learning with Motion-Only Encryption for Visual Data Transformation in Human Activity Recognition
Yousuf, M. J., Asghar, M., Ansari, M. S., Lee, B. & Kanwal, N., 1 Jan 2026, In: TechRxiv.Research output: Contribution to a Journal (Peer & Non Peer) › Article
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Malware Detection and AI Integration: A Systematic Review of Current Trends and Future Directions
Raza, M. M., Umair, M., Choudhry, I. A., Qasim, M., Naseem, M. T., Asghar, M. N., Gavilanes, D., Vergara, M. M. & Ashraf, I., 2026, In: Computer Modeling in Engineering Sciences.Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review
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Adaptive Cyber-defence: A Reinforcement Learning-based Response to the Evolving Cyber-attacks in Network Security
Abbas, M. N. & Asghar, M. N., 2025, 2025 Cyber Research Conference-Ireland (Cyber-RCI). p. 1-8 8 p.Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review
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AI-Empowered ClimateClean: Wastewater-to-Energy Solutions for a Resilient and Sustainable Future
Alsamhi, S. H., Hawbani, A., Rowan, N. J., Asghar, M. N., O'Brolchain, N. & Clifford, E., Apr 2025, 2025 4th International Conference on Computing and Information Technology (ICCIT). Institute of Electrical and Electronics Engineers Inc., p. 513-519 7 p.Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review
1 Citation (Scopus)
Activities
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Conference Chair - Cyber Research Conference Ireland (CRCI-2025)
Asghar, M. (Conference Organising Committee Chairperson), Howley, E. (Conference Organising Committee Chairperson), Shifa, A. (Organising Chair) & Schukat, M. (Organising Chair)
1 Dec 2025Activity: Participating in or organising an event › Organising a conference, workshop, ...
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Postdoc - Muhammad Umair
Asghar, M. (Primary Supervisor) & Umair, M. (Participant)
Nov 2025 → Jul 2026Activity: Other › Contract Researchers
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Workshop Chair - SPETViD (ARES 2025)
Asghar, M. (Workshop chair) & Shifa, A. (Workshop chair)
13 Aug 2025Activity: Participating in or organising an event › Organising a conference, workshop, ...
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Discover Networks (Journal)
Asghar, M. (Series Editor)
May 2025 → Dec 2025Activity: Reviews and editorial work › Reviews and Editorial work
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Research Associate - Teerath Kumar
Asghar, M. (Primary Supervisor) & Menghwar, T. K. (Participant)
Feb 2025 → Dec 2025Activity: Other › Contract Researchers
Prizes
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Recognition Award: Most Inspiring Women in Cyber 2025 (International Award - London)
Asghar, M. (Recipient), 26 Feb 2025
Prize: Other distinction
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Recognition Award: Digital Women of the Year 2025 (iTag Excellence Award, Galway)
Asghar, M. (Recipient), 28 Mar 2025
Prize: Other distinction
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Best Poster Award - CSE Research and Innovation Day 2024 - University of Galway
Syeda, D. Z. (Recipient) & Asghar, M. (Recipient), 2024
Prize
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Best Paper Award - IEEE CyberSciTech, Canada
Asghar, M. (Recipient) & Kanwal, N. (Recipient), Sep 2020
Prize
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Competitive Research Grant (HEC-NRPU-2016, Govt. of Pakistan)
Asghar, M. (Recipient), Apr 2016
Prize: Honorary award
Datasets
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Dataset - Windows PE Malware API dataset
Asghar, M. (Creator) & Syeda, D. Z. (Creator), Github, 2023
https://github.com/drzehra14/Windows-PE-Malware-API-dataset/
Dataset
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Dataset - Selectively Encrypted Dynamic Camera Videos
Asghar, M. (Creator) & Aribilola, I. (Creator), Github, 2023
https://github.com/Ifeoluwapoo/video-datasets
Dataset
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Dataset - FaceExpr: GenAI dataset for facial expression generation
Asghar, M. N. (Creator) & Afgan, M. S. (Creator), Github, 2024
https://github.com/MSAfganUSTC/FaceExpr.git
Dataset