Yan Wang's repositories
a-deep-rl-approach-for-sdn-routing-optimization
A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization
academic-writing-guide
一些关于写论文的教程,防止犯一些低级错误
AI-for-Security-Learning
安全场景、基于AI的安全算法和安全数据分析学习资料整理
ATMoS
Security management in SDN using Reinforcement Learning
csle
A research platform to develop automated security policies using quantitative methods, e.g., optimal control, computational game theory, reinforcement learning, optimization, evolutionary methods, and causal inference.
DDoS-attack-detection-and-mitigation-using-deep-neural-network-in-SDN-environment
Computers & Security
Endpoint-Forecasting-and-Interpreting
We propose Endpoint Forecasting and Interpreting (EFI), a real-time attack forecast and interpretation system, which can automatically predict next move during post-exploitation and explain it in technique-level, then dispatch strategies to EDR for advance reinforcement.
Federated-Learning
Overview of Federal Learning
FL-TP
FL-TP: Federated Learning-based Vehicle Trajectory Prediction Algorithm against Cyberattacks
Home-Energy-Managment-System
In this project we are aiming to using technologyie like SDN and AI to help manages the electricity conusmption for the consumer. Using ML and RL's agent , we were able to help in managing the power consumption
Information_Security_Books
信息安全方面的书籍书籍
IoV-SFDL-Swarm-Federated-Deep-Learning
LSTM network to verify trajector prediction on the NGSIM dataset based on IoV-SFDL framework
MAGIC
Codes and data for USENIX Security 24 paper "MAGIC: Detecting Advanced Persistent Threats via Masked Graph Representation Learning"
Microsoft-Activation-Scripts
A Windows and Office activator using HWID / KMS38 / Online KMS activation methods, with a focus on open-source code and fewer antivirus detections.
ML_Notes
机器学习算法的公式推导以及numpy实现
net2vec
This repository is a collection of machine learning models for computer networks.
netease-cloud-api
网易云音乐升级API
NetMamba
Efficient Network Traffic Classification via Pre-training Unidirectional Mamba
nps
基于NPS 0.29.10 版本二开而来，NPS接力项目。公益云NPS：https://natnps.com
releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
research-method
论文写作与资料分享
RL-based-routing-model
This is an energy-efficient routing method for wireless sensor network. It is assumed that the SDN's controller is the RL agent.
Routing_Reinforcement_Learning
Reinforcement Learning (RL)-based routing algorithm for SDN networks created from scratch using Python.
SDN-ML
The SDN-ML Dissertation Project is an academic endeavor aimed at enhancing the security of Software-Defined Networking (SDN) through the integration of machine learning techniques
SDN-RL-Threat-Investigations
Automatic Threat Hunting Investigation via SDN + RL
sdn_lab
An SDN lab using Mininet and Ryu controller in Docker containers. The lab includes applications to view and create flow entries to forward packets through the network. It also includes applications to collect network metrics.
secgpt
secgpt网络安全大模型