Aryaman Sinha's repositories
Adversarial-Example-Attack-and-Defense
This repository contains the implementation of three adversarial example attack methods FGSM, IFGSM, MI-FGSM and one Distillation as defense against all attacks using MNIST dataset.
Multimodal-Brain-Tumor-Segmentation
Multimodal Brain Tumor Segmentation using BraTS 2018 Dataset.
ZOO_Attack_PyTorch
This repository contains the PyTorch implementation of Zeroth Order Optimization Based Adversarial Black Box Attack (https://arxiv.org/abs/1708.03999)
stAdv-PyTorch
This Repository contains the PyTorch Implementation of the Spatially Transformed Adversarial Attack (ICLR'18).
NOMARO_defense
Official Implementation of Paper "NOMARO: Defending against Adversarial Attacks by NOMA-Inspired Reconstruction Operation"
Fundamental-Brain-Waves-Extractor
The implementation of the multiband filtering system to extract the five fundamental Brain Waves from given EEG Signal.
Local-RPCA-Defense
This repository is official implementation of paper titled "Adversarial Defense with Local Robust Principal Component Analysis and Wavelet Denoising"
Adversarial-Examples-of-Pokemon
The implementation of DCGAN using PyTorch to generate adversarial examples of pokemon.
Deep-Generative-Filter-For-Motion-Deblurring-PyTorch
This repository contains the PyTorch implementation of the ICCV'17 Paper, "Deep Generative Filter for Motion Deblurring"
temporal-clone
Temporal service
Basic-Data-Structures-cpp
Contains basic implementation of Data Structures like LL, Queue, Stack, BST
Cat-vs-Dog
Cat vs Dog Classification using CNN
cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
Devanagari-character-recognition
Devanagari handwritten character recognition using Convolutional Neural Network
Digital-Signal-Processing-Lab
Lab work of Digital Signal Processing.
Entry-Managment-WebApp
Flask based visitor entry management web application
Image-and-Video-Processing
Tutorial codes for Image and Video Processing Course.
Machine-Learning-Coursera
This is specially created for all the work done by me during taking course of machine learning by andrew ng on coursera
Star-Cluster-Analysis
It is small scale analysis of data of globular star cluster NGC 104.