Pinned Repositories
Awesome-LLM-Safety
A curated list of security-related papers, articles, and resources focused on Large Language Models (LLMs). This repository aims to provide researchers, practitioners, and enthusiasts with insights into the security implications, challenges, and advancements surrounding these powerful models.
Conditional-Generative-Adversarial-Networks
The repository contains example code for conditional Generative Adversarial Model in theno and Lasagne. The code follows the paper https://arxiv.org/abs/1411.1784 but with a different deep architecture. The folder Generative Images contains Some sampled generated images from the code.
dimensionality_reduction_alo_codes
特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现
pyod
A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)
adversarial-robustness-toolbox
Python library for adversarial machine learning (evasion, extraction, poisoning, verification, certification) with attacks and defences for neural networks, logistic regression, decision trees, SVM, gradient boosted trees, Gaussian processes and more with multiple framework support
adversarial-training-pytorch
Implementation of adversarial training under fast-gradient sign method (FGSM), projected gradient descent (PGD) and CW using Wide-ResNet-28-10 on cifar-10. Sample code is re-usable despite changing the model or dataset.
adversarial_poisons
Ali-loner.github.io
Ali-loner的个人主页
aoapc-book
《算法竞赛入门经典》例题习题代码
Attacks-and-Defenses-in-Federated-Learning
QianSilence's Repositories
QianSilence/llm-action
本项目旨在分享大模型相关技术原理以及实战经验。
QianSilence/Sleeper-Agent
QianSilence/Awesome-LLM-Safety
A curated list of security-related papers, articles, and resources focused on Large Language Models (LLMs). This repository aims to provide researchers, practitioners, and enthusiasts with insights into the security implications, challenges, and advancements surrounding these powerful models.
QianSilence/MachineLearning
纸上得来终觉浅，绝知此事要躬行
QianSilence/PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
QianSilence/tools
工具之于人类，犹如翅膀之于鸟儿。一个聪明的现代人，必定是使用工具的高手！
QianSilence/opencv
Open Source Computer Vision Library
QianSilence/backdoor-learning-resources
A list of backdoor learning resources
QianSilence/ups
"In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning" by Mamshad Nayeem Rizve, Kevin Duarte, Yogesh S Rawat, Mubarak Shah (ICLR 2021)
QianSilence/Book4_Power-of-Matrix
Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；本册有，584幅图，81个代码文件，其中18个Streamlit App；状态：清华社五审五校中；Github稿件基本稳定，欢迎提意见，会及时修改
QianSilence/Wasserstein-Backdoor
Unofficial implementation of NeurIPS 2021 paper Backdoor Attack with Imperceptible Input and Latent Modification.
QianSilence/CBD
Official Inplementation of CVPR23 paper "Backdoor Defense via Deconfounded Representation Learning"
QianSilence/Awesome-Federated-Machine-Learning
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
QianSilence/practice-in-paddle
《神经网络与深度学习》案例与实践
QianSilence/InfoMaxVAE
InfoMax-VAE pytorch implementation
QianSilence/lihang-code
《统计学习方法》的代码实现
QianSilence/Availability-Attacks-Create-Shortcuts
QianSilence/PRML
PRML algorithms implemented in Python
QianSilence/imagenet_subsets
Provides functionalities to extract a subset of specified classes from the ImageNet dataset.
QianSilence/adversarial_poisons
QianSilence/pytorch-adversarial-attack
Implementation of gradient-based adversarial attack(FGSM,MI-FGSM,PGD)
QianSilence/ups_conformal_classification
An Uncertainty-Aware Pseudo-Label Selection Framework using Regularized Conformal Prediction
QianSilence/symmetric_cross_entropy_for_noisy_labels
Code for ICCV2019 "Symmetric Cross Entropy for Robust Learning with Noisy Labels"
QianSilence/Ali-loner.github.io
Ali-loner的个人主页
QianSilence/Attacks-and-Defenses-in-Federated-Learning
QianSilence/label_consistent_attacks_pytorch
A minimal PyTorch implementation of Label-Consistent Backdoor Attacks
QianSilence/ML-notes
notes about machine learning
QianSilence/pytorch-cifar100
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
QianSilence/Beta-VAE
Pytorch implementation of β-VAE
QianSilence/DeepLearning
深度学习入门教程, 优秀文章, Deep Learning Tutorial