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pkucp's Projects

genetics icon genetics

A python library for genetic algorithms

graphnorm icon graphnorm

The official implementation of Graph Normalization

intrusion-detection-systems icon intrusion-detection-systems

This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security".

karateclub icon karateclub

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

kdd-cup-99-python icon kdd-cup-99-python

Analysis and preprocessing of the kdd cup 99 dataset using python and scikit-learn

kdd99 icon kdd99

Feature selection using sklearn's SelectKBest on the KDD99 Dataset

lihang icon lihang

Statistical learning methods, 统计学习方法 [李航] 值得反复读. [笔记, 代码, notebook, 参考文献, Errata, lihang]

machine-learning-based-botnet-detection icon machine-learning-based-botnet-detection

Machine Learning Based Botnet Detection is a tool to classify network traffic as being botnet affected or not based on the network traffic flows. It involves various classifiers including Neural Networks, Decision Tree, SVM, Naive Bayes, Logistic Regression, k-Nearest Neighbours.

mawilab_dataset icon mawilab_dataset

In this repository , you can find a script that downloads all datasets available in the Mawi Working Group

midas icon midas

Anomaly Detection on Dynamic (time-evolving) Graphs in Real-time and Streaming manner. Detecting intrusions (DoS and DDoS attacks), frauds, fake rating anomalies.

mlc18 icon mlc18

Application of machine learning for cyber security

network-threats-taxonomy icon network-threats-taxonomy

Machine Learning based Intrusion Detection Systems are difficult to evaluate due to a shortage of datasets representing accurately network traffic and their associated threats. In this project we attempt at solving this problem by presenting two taxonomies

networksecurityself-study icon networksecurityself-study

这是作者的系列网络安全自学教程，主要是关于网安工具和实践操作的在线笔记，希望对大家有所帮助，学无止境，加油。

nndl.github.io icon nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

scholarcloud icon scholarcloud

Simple script that generates a wordcloud from different scholar resources

sdn-ddos-monitor icon sdn-ddos-monitor

SDN-DDoS-Monitor: A simple machine learning tool for detecting botnet attacks

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