Will_Chen's repositories
3D-Registration-with-Maximal-Cliques
Source code of CVPR 2023 paper
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Anomaly-Detection-for-Network-Traffic-Using-Machine-Learning
MSc Artificial Intelligence Final Project
AutomaticOnlineAnswer
全国人社窗口单位业务技能——在线自动答题~基于PysimpleGUI实现☝️☝️☝️内置独家题库，无需自己下载，目前已实现自动「日日学」，「周周练」☄️ 请下载最新的release：https://github.com/ExcaliburEX/AutomaticOnlineAnswer/releases)
BFLC-demo
This project proposes a decentralized federated learning framework based on blockchain, that is, a Block-chain-based Federated Learning framework with Committee consensus (BFLC). Without a centralized server, the framework uses blockchain for the global model storage and the local model update exchange.
blockchain_conference_paper
The existing blockchain-related academic papers. All papers are sorted according to the conference and published year. Welcome developers or researchers to add more published papers to this list.
BotNet-Detection-ML
A Machine Learning based tool for identifying P2P (Peer To Peer) Bot-Nets using network traffic analysis, as well as detect the hosts involved in P2P traffic.
DDoS2Vec
Flow-Level Characterisation of Volumetric DDoS Attacks at Scale
DyGCN
基于动态图神经网络的异常流量检测方法
FISCO-BCOS
FISCO BCOS是由微众牵头的金链盟主导研发、对外开源、安全可控的企业级金融区块链底层技术平台。 单链配置下，性能TPS可达万级。提供群组架构、并行计算、分布式存储、可插拔的共识机制、隐私保护算法、支持全链路国密算法等诸多特性。 经过多个机构、多个应用，长时间在生产环境中的实践检验，具备金融级的高性能、高可用性及高安全性。FISCO BCOS is a secure and reliable financial-grade open-source blockchain platform. The platform provides rich features including group architecture, cross-chain communication protocols, pluggable consensus mechanisms, privacy protection algorithms, OSCCA-approved (Office of State Commercial Cryptography Administration) cryptography algorithms, and distributed storage. Its performance, usability, and security have been testified by many institutional users and successful business applications in a live production environment.
flowcontainer
从pcap获取流的基本信息工具
hackathon
基于FISCO BCOS的黑客松参赛项目集锦
Kitsune-py
A network intrusion detection system based on incremental statistics (AfterImage) and an ensemble of autoencoders (KitNET)
LSTM-Based-Malicious-Traffic-Detection
project focuses on leveraging Long Short-Term Memory (LSTM) neural networks for the identification and mitigation of malicious network traffic.
LSTM-SPLSTM
Unveiling the Future: A Comparative Analysis of LSTM and SP-LSTM for Network Traffic Prediction in 6G Networks
mafese
Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python
Multi-level-botnet-detection
This PhD thesis should optimize the botnet detection through each phase of the botnet using multiple methods and techniques. In addition, the detection will be tested in case studies after the implementation is completed.
netcap
A framework for secure and scalable network traffic analysis - https://netcap.io
numpy-ml
Machine learning, in numpy
Play-with-Machine-Learning-Algorithms
Code of my MOOC Course <Play with Machine Learning Algorithms>. Updated contents and practices are also included. 我在慕课网上的课程《Python3 入门机器学习》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。
PySyft
Perform data science on data that remains in someone else's server
pytorch-tutorial
PyTorch深度学习快速入门教程（绝对通俗易懂！）
transferability
Transfer Learning for Network Traffic Anomaly Detection using Centralized ML
WeIdentity
基于区块链的符合W3C DID和Verifiable Credential规范的分布式身份解决方案