NING LAM's repositories
SpykeTorch
High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.
adversarial-robustness-toolbox
Python library for adversarial attacks and defenses (evasion, poisoning) for neural networks with multiple framework support
attacking_distributed_learning
An implementation for the paper "A Little Is Enough: Circumventing Defenses For Distributed Learning" (NeurIPS 2019)
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
ConvexPolytopePosioning
ConvexPolytopePosioning
DBA
DBA: Distributed Backdoor Attacks against Federated Learning
deepBoosting
Deep Boosting for Image Denoising in ECCV 2018 and its Real-world Extension in IEEE Transactions on Pattern Analysis and Machine Intelligence
deeplearning-mpo
Replace FC2, LeNet-5, VGG, Resnet, Densenet's full-connected layers with MPO
FoolsGold
A sybil-resilient distributed learning protocol.
graph_nets
PyTorch Implementation and Explanation of Graph Representation Learning papers involving DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
invertinggradients
Algorithms to recover input data from their gradient signal through a neural network
Making-PATE-Bidirecitonally-Private
A step-by-step guide demonstrating how the PATE Framework works and how to make it bidirectionally private by adding an encryption layer.
memcnn
PyTorch Framework for Developing Memory Efficient Deep Invertible Networks
ModelPoisoning
Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470
morph-net
Fast & Simple Resource-Constrained Learning of Deep Network Structure
PoisonFrogs
Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks
pulp-dronet
A deep learning-powered visual navigation engine to enables autonomous navigation of pocket-size quadrotor - running on PULP
pytorch-cifar
95.16% on CIFAR10 with PyTorch
reproducible-image-denoising-state-of-the-art
Collection of popular and reproducible image denoising works.
segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
SFGE
Confidentiality protection of NVM-based neural network accelerators
ucasthesis
[最新样式] **科学院大学学位论文 LaTeX 模板 LaTeX Thesis Template for the University of Chinese Academy of Sciences
voice-activity-detection
Voice Activity Detection (VAD) using deep learning.