Suraj Neupane
Technology / Internet
About Suraj Neupane:
Information Technology (IT) Undergraduate at Concordia University of Edmonton. Active Researcher in the field of Privacy Oriented Deep Learning paradigms. AI & ML Practitioner.
Experience
AI/ML Cybersecurity Research Assistant at Concordia University of Edmonton.
Designed and implemented a modular AI-based cybersecurity framework using Python and the PyTorch library to evaluate privacy vulnerabilities in CNNs using model inversion attacks.
Conducted research in Federated Learning, Homomorphic Encryption, and GAN-based attacks (DC-GAN) to assess sensitive training data reconstruction.
Education
Bachelor of Science in Information Technology (IT)
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