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computer-vision-based-offside-detection-in-soccer

df

The source code and dataset are used to demonstrate the DF model, and reproduce the results of the ACM CCS2018 paper

electricitytheftdetection

Electricity-Theft Detection in Smart Grids

imagedehazing

This project provides a C++ implementation of Non-Local Image Dehazing Algorithm based on OpenCV

maliciousconnectionclassifier

Used deep learning tools to classify malicious network connections of KDD99 dataset and achieved 99.8\% accuracy. The classifier adopts an autoencoder and fully connected neural network, based on Tensorflow and Keras.

manip-ml

Code for the IEEE S&P 2018 paper 'Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning'

mapreducehomomorphic

This project implements homomorphic Paillier encryption using Map-Reduce framework based on Hadoop in cluster environment

searchable_encryption

This project gives the python implementation of a space efficient searchable encryption algorithm

searchfromfree

Provide the source code for key functions of SearchFromFree paper.

smart-bullet

A Cloud-Assisted Bullet Screen Filter based on Deep Learning

smartgrid-llm

LLM Security for Smart Grid

twitterconsensusanalysis

Used data mining tool to analyze the correlation between tweets public opinion and real event (the 89th Academy Awards), including related tweets collection (web crawler by Tweepy), tweets pre-processing (NLTK) and sentiment analysis using Naive Bayes (NLTK).

websitefingerprinting

Codes for WF attacks, defenses