Dylan's starred repositories
uvadlc_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023
attackTrack
Adversarial Attack on Visual Object Tracking
jetson-inference
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
homesecurity
Security camera with Raspberry pi and NVIDIA Jetson platforms
attacks-in-pytorch
Reproduces BPDA attack in pytorch
AdvDefense_CSC
Code for "Adversarial Defense by Stratified Convolutional Sparse Coding"
advertorch
A Toolbox for Adversarial Robustness Research
pixel-deflection
Deflecting Adversarial Attacks with Pixel Deflection
adversarial-defenses-pytorch
PyTorch implementations of Adversarial defenses and utils.
PyTorch_CIFAR10
Pretrained TorchVision models on CIFAR10 dataset (with weights)
deep-image-prior
Image restoration with neural networks but without learning.
lrp_toolbox
The LRP Toolbox provides simple and accessible stand-alone implementations of LRP for artificial neural networks supporting Matlab and Python. The Toolbox realizes LRP functionality for the Caffe Deep Learning Framework as an extension of Caffe source code published in 10/2015.
tensorflow-vs-pytorch
Guide for both TensorFlow and PyTorch in comparative way
adv-eval-paper
LaTeX source for the paper "On Evaluating Adversarial Robustness"
obfuscated-gradients
Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples
TurningWeaknessIntoStrength
Official implementation for paper: A New Defense Against Adversarial Images: Turning a Weakness into a Strength
DeepGuidedFilter
Official Implementation of Fast End-to-End Trainable Guided Filter, CVPR 2018
pcl-adversarial-defense
Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks, in ICCV 2019
adversarial-attacks-pytorch
PyTorch implementation of adversarial attacks [torchattacks].
cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
DeepRobust
A pytorch adversarial library for attack and defense methods on images and graphs
visual-distortion-in-attack
Code for Towards Visual Distortion in Black-box Attacks