Shervin R. Arashloo

I am an assistant professor in the Department of Computer Engineering at Bilkent University specializing in trustworthy visual AI, with a focus on one-class classification, deep kernel learning, and biometric security.

I serve as Associate Editor for the Pattern Recognition, IEEE TCSVT and Neurocomputing journals,
and have sustained international collaborations with leading research groups
(CVSSP, University of Surrey, UK).

My research focuses on advancing secure, deployable machine learning systems through interdisciplinary projects.

Interests:

• Develop data-efficient machine learning methods for security and anomaly detection,
  targeting robustness to unseen conditions and domain shifts.

• Advance forensic robustness by designing algorithms resilient to spoofing, adversarial
  attacks, and deepfake manipulations.

• Translate kernel-based and one-class theoretical advances into scalable deep architectures
  and deployable models for forensic applications.
  

Contact

Department of Computer Engineering
Faculty of Engineering
Bilkent University
06800 Bilkent, Ankara, TURKEY

Tel: +90 (312) 290 3440
Fax: +90 (312) 266 4047

Email: s.rahimzadeh [at] cs.bilkent.edu.tr

Office: EA-429