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berrynet

Deep learning gateway on Raspberry Pi and other edge devices

csci475-final-project

Repository for the Final Project in CSCI475 Information Security and Privacy

deeptraffic

Deep Learning models for network traffic classification

dlwf

Source code for our NDSS'18 paper "Automated Website Fingerprinting through Deep Learning"

documentation

SmartThings Documentation

dummyclientserver

A dummy TCP client and server application.

efficient-apriori

An efficient Python implementation of the Apriori algorithm.

fair-classification

Python code for training fair logistic regression classifiers.

logistic

A vectorized implementation of a logistic regression classifier written in python using numpy.

pcap-processor

Read and process pcap files using this nifty tool

peershark

P2P botnet detection by tracking conversations

prefixspan-py

The shortest yet efficient Python implementation of the sequential pattern mining algorithm PrefixSpan, closed sequential pattern mining algorithm BIDE, and generator sequential pattern mining algorithm FEAT.

privacypreservingtrafficobfuscation

random-forest

Implementation of a Random Forest classifier in both Python and Scala

randomforest-machinelearning

Python package for analysing data using machine learning techniques. Provides implementations of different kinds of decision trees and random forests in order to solve classification problems.

sdn-sim

seal

Microsoft SEAL is an easy-to-use and powerful homomorphic encryption library.

tcptrace

tcptrace is a tool written by Shawn Ostermann at Ohio University, for analysis of TCP dump files.

test01

website-fingerprinting

Code supporting "Peek-a-Boo, I Still See You: Why Efficient Traffic Analysis Countermeasures Fail"

wfes

A framework for evaluating Website Fingerprinting attacks/defences, accompaining the paper "Bayes, not Naïve: Security Bounds on Website Fingerprinting Defenses" (Cherubin, 2017)