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asber's Projects

auto-attack icon auto-attack

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

cdpp icon cdpp

Cloud-based Dynamic Path Planning

cleverhans icon cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

cutout icon cutout

2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552

deeprl-agents icon deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

elegantrl icon elegantrl

Lightweight and scalable deep reinforcement learning using PyTorch. 🔥

fate icon fate

An Industrial Level Federated Learning Framework

gaft icon gaft

A Genetic Algorithm Framework in Python

highway-env icon highway-env

A minimalist environment for decision-making in autonomous driving

lafeat icon lafeat

LAFEAT: Piercing Through Adversarial Defenses with Latent Features (CVPR 2021)

perceptual-advex icon perceptual-advex

Code and data for the ICLR 2021 paper "Perceptual Adversarial Robustness: Defense Against Unseen Threat Models" and "advDDPM"

ppo-pytorch icon ppo-pytorch

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

robotlearning icon robotlearning

reproduction of paper<Autonomous exploration of mobile robots through deep neural networks>

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