Smendowski/representativity

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Language
Python
Created over 1 year ago
Updated over 1 year ago

Smendowski/representativity

Smendowski

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REST API service to evaluate object representativeness using ML models

network-anomaly-detection

Anomaly detection in network traffic using unsupervised k-NN, Deep AutoEncoder and Isolation Forest

Jupyter Notebook

hidden-communication-using-covert-channels

[Secure Communication Systems] Implementation of network Covert Channels for hidden communication purposes using Domain Name System, Internet Control Message Protocol, ScaPy, and email messages.

data-embedding-and-visualization

Visualization and embedding of large datasets using various Dimensionality Reduction (DR) techniques such as t-SNE, UMAP, PaCMAP & IVHD. Implementation of custom metrics to assess DR quality with complete explaination and workflow.

Jupyter Notebook

network-load-generator

Network load generator for 5G User Equipment, based on microservices using Docker, InfluxDB, Telegraf for device monitoring, Grafana for visualizations purposes, and iperf as a traffic generation tool.