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  • šŸ‘‹ Hi, Iā€™m @mr-sarthakgupta
  • šŸ‘€ Iā€™m interested in Machine Learning and AI Security in particular
  • šŸŒ± Iā€™m currently learning about various methods for attacking and defending Deep Learning models
  • šŸ’žļø Iā€™m looking to collaborate on projects with an aim of improving the security landscape of artificial iintelligence.
  • šŸ“« You could reach me at my mail ID: [email protected]

Sarthak Gupta's Projects

adversarial_lab icon adversarial_lab

Web-based Tool for visualisation and generation of adversarial examples by attacking ImageNet Models like VGG, AlexNet, ResNet etc.

knowledge_distillation_implemented icon knowledge_distillation_implemented

pyTorch implementation of the knowledge distillation to train a compact network to perform much better than it would have by "normal training".

maze icon maze

Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".

optimum icon optimum

šŸš€ Accelerate training and inference of šŸ¤— Transformers and šŸ¤— Diffusers with easy to use hardware optimization tools

pymc icon pymc

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

pytorchvideo icon pytorchvideo

A deep learning library for video understanding research.

reading-group icon reading-group

Discussions on papers, frameworks, blogs and ideas every Saturday.

slit icon slit

Single Layer Individual Training

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