Marija Ivanovska

Asst. Marija Ivanovska
Research Assistant
Laboratory of Machine Intelligence (LMI)

Faculty of Electrical Engineering, University of Ljubljana
Tržaška cesta 25
Si-1000 Ljubljana, Slovenia
Tel.: +386 1 4768 841
Fax.: +386 1 4768 316
E-mail: marija.ivanovska@fe.uni-lj.si

Degrees

MSc degree (2019) – Faculty of Electrical Engineering, University of Ljubljana
– Master Thesis: Detection of Glass Cracks Using Machine Vision [Link], Supervisors: Janez Perš, Vitomir Štruc
BSc degree (2016) – Faculty of Electrical Engineering, University of Ljubljana

Positions

Assistant at University of Ljubljana, LMI Lab (2019 – present)
Visiting Researcher at Queensland University of Technology, SAIVT Lab (2024)
Visiting Scholar at Johns Hopkins University, VIU Lab (2022)

Research

Research fields:

• Computer Vision • Biometrics • Data Privacy and Security • Applied AI in Industry •

Selected publications:

  • SelfMAD: Enhancing Generalization and Robustness in Morphing Attack Detection via Self-Supervised Learning; Marija Ivanovska, Leon Todorov, Naser Damer, Deepak Kumar Jain, Peter Peer, Vitomir Štruc; FG 2025
  • Y-GAN: Learning Dual Data Representations for Efficient Anomaly Detection; Marija Ivanovska, Vitomir Štruc; Expert Systems with Applications 2024
  • On the Vulnerability of DeepFake Detectors to Attacks Generated by Denoising Diffusion Models; Marija Ivanovska, Vitomir Štruc; WACVW 2024
  • Face Morphing Attack Detection with Denoising Diffusion Probabilistic Models; Marija Ivanovska, Vitomir Štruc; IWBF 2023

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Service

  • Chair of the WACV 2026 Workshop on Synthetic Realities and Data in Biometric Analysis and Security (SynRDinBAS) [2026]
  • Guest Editor for the Special Issue Multi-Sensor and Synthetic Data Fusion in Advanced AI Systems: Opportunities and Ethical Challenges in Elsevier’s Information Fusion [2025]
  • Chair of the BMVC 2025 Workshop on Synthetic Realities and Biometric Security: Advances in Forensic Analysis and Threat Mitigation (SRBS) [2025]
  • Chair of the IJCB 2025 Special Session on Recent Advances in Detecting Manipulation Attacks on Biometric Systems (ADMA) [2025]
  • Chair of the WACV 2025 Workshop on Synthetic Realities and Data in Biometric Analysis and Security (SynRDinBAS) [2025]

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Teaching

Undergraduate courses:

  • 64622 Signal Analysis
  • 64125 Signal Processing

Master courses:

  • 64206 Computer Vision
  • 64250 Artificial Intelligence Systems
  • 64276 Advanced Computer Vision Methods
  • 64277 Intelligent Audio and Speech Systems

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Thesis Supervision

I have been working with students on their thesis projects, supporting them in developing their ideas into solid research. Over the years, I’ve supervised projects at different levels, covering topics in industrial computer vision and biometrics. My focus is on guiding students through research challenges while encouraging creativity, problem solving, and independent thinking.

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