seomultiplier

llama3.np

llama3.np is a pure NumPy implementation for Llama 3 model.

large-scale-lm-tutorials

Large-scale language modeling tutorials with PyTorch

Hands-On-ML

Hands-On Machine Learning

Network-Intrusion-Detection

Network Intrusion Detection KDDCup '99', NSL-KDD and UNSW-NB15

Efficient-GAN-Anomaly-Detection

DAGMM

DAGMM Tensorflow implementation

Anomaly-Detection

Scripts to help to detect anomalies in pcap file. Anomaly Detection using tensorflow and tshark.

Adversarially-Learned-Anomaly-Detection

ALAD (Proceedings of IEEE ICDM 2018) official code

dagmm

My attempt at reproducing the paper Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection

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".

machine-learning-netflow

Ipython notebook that illustrates effectiveness of machine learning algorithms in anomaly detection of netflow data (inbound/outbound DDoS, etc...)

anomaly_detection_for_CERN

This is code for my CERN presentation

KitNET-py

KitNET is a lightweight online anomaly detection algorithm, which uses an ensemble of autoencoders.

Kitsune-py

A network intrusion detection system based on incremental statistics (AfterImage) and an ensemble of autoencoders (KitNET)

replication_arxiv_1805_03735

Replication files for arXiv:1805.03735 Sequence Aggregation Rules for Anomaly Detection in Computer Network Traffic

gru-svm

[ICMLC 2018] A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection

DeepLearning-IDS

Network Intrusion Detection System using Deep Learning Techniques