Stylianos Klados's starred repositories
DevStaff-Heraklion
DevStaff: A Developer Community in Crete
python-arango
The official ArangoDB Python driver.
arango-orm
A SQLAlchemy like ORM implementation using python-arango as the backend library
ATTACK-Python-Client
Python Script to access ATT&CK content available in STIX via a public TAXII server
Modern-Low-Footprint-Cyber-Attack-Detection
Built a Network Attack detector, a predictive model capable of distinguishing between bad and good connections. Tried different models like Logistic Regression, KNN, SVM and Neural Network as a ‘Binary’ and ‘Multi-Class’ Classification problem. Found top 10 important features related to target using “Correlation Analysis” and used “DownSampling” to make dataset more balanced.
Network-Intrusion-Detection
Network Intrusion Detection KDDCup '99', NSL-KDD and UNSW-NB15
abnormal-traffic
IDS abnormal traffic detection tensorflow
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".
dl_ids_survey
Deep learning models for network intrusion detection
tensorflow-deep-learning
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
serving-tensorflow-models
Serving TensorFlow models with TensorFlow Serving :orange_book:
featuretools
An open source python library for automated feature engineering
feature-engineering-book
Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018
feature-engineering-and-feature-selection
A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.