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Edmonton
Suraj Neupane

Suraj Neupane

AI/Cybersecurity/Software Engineering

Technology / Internet

Edmonton, Alberta

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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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