08/12/2025
๐ GIAN Course | PDPM IIITDM Jabalpur
๐
December 18โ23, 2025
๐๏ธ Organized in Physical Mode
๐ Course Title: Security and Threats of Generative AI in Biometric
Biometric systems were designed to bring high-assurance security using unique biological and behavioral traits. But with the rise of accessible generative AI toolsโsuch as DALLยทE, DeepAI, Firefly, and GAN-based modelsโthreats like identity morphing, synthetic fingerprints, deepfake faces, and adversarial attacks have become serious risks.
Compromised biometrics are irreplaceable, making security breaches far more damaging than a leaked password. This course trains participants to understand, analyze, and mitigate this next generation of threats.
๐จโ๐ซ International Course Instructor
Dr. Kiran Raja
Associate Professor, NTNU โ Norwegian University of Science & Technology, Norway
๐ฉโ๐ซ Host Institute Faculty
Prof. Pritee Khanna, PDPM IIITDM Jabalpur
Prof. Aparajita Ojha, PDPM IIITDM Jabalpur
๐ What You Will Learn
๐น Foundations of Biometric Systems
Biometric modalities, architecture, multimodal biometrics, performance evaluation, implementation of face/fingerprint authentication.
๐น Generative AI in Biometrics
Discriminative vs generative models, fingerprint/face synthesis, deep generative models, privacy-preserving synthetic data.
๐น Attack Vectors & Threat Models
Identity theft, presentation attacks, adversarial attacks, morphing attacks, deepfake-based impersonationโwith case studies on fingerprint & face systems.
๐น Countermeasures & Defense Strategies
Spoof detection, adversarial robustness, continuous monitoring, AI interpretability, privacy safeguards.
๐น Ethics, Fairness & Standards
AI bias, regulatory compliance, responsible deployment, and real-world breach analysis.
๐ฏ Who Should Attend?
Students (B.Tech/M.Tech/MS/MSc/Ph.D.)
Faculty, researchers & postdocs
Industry professionals, engineers, R&D staff
Government agencies & security organizations
๐ Brochure Link: https://drive.google.com/file/d/1FQNI_wlfZpIsUO9HP49xRNQhR9QZNDnp/view
๐
All upcoming courses: https://gian.iith.ac.in/lectures/upcoming