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Academic Innovations

Securing Deep Neural Networks against Adversarial Attacks in Medical Imaging

Innovator Details

Innovator
Dr. Vivek Chaturvedi

About

Development of a defense mechanism to protect a CNN model which processes malaria cell images against white-box adversarial attacks. The modified CNN involves the utilization of additional features- HOG, LBP, KAZE and SIFT along with features extracted from the CNN inorder to learn efficiently and reduce the effect of attacks.
Funding Organization
Funding Organization
Department of Science and Technology (DST)
Quick Information
TRL: Technology Readiness Level
5
TIH Name
C3iHub, IIT Kanpur
Status
completed
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