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We used generative adversarial networks (GANs) to do anomaly detection for time series data.
This is our paper for the cyber security problem in the smart grids
GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training
Google Test
Water System Industrial Network Dataset
Graph Embedded Convolutional Neural Networks in Human Crowd Detection for Drone Flight Safety
GridAttackAnalyzer: Smart Grid Attack Analysis Framework
GridAttackSim: Smart Grid Attack Simulation Framework
Simulation code in MATLAB and Python for my GameSec 2012 and Allerton 2013 papers.
A small course on exploiting and defending neural networks
Track hijacking attack against Multiple-Object Tracking
High-interaction Honeypot for PLCs and Industrial Control Systems
Public Code for ICS Evasion Attack Generation
Code for the ACSAC 2022 paper "Assessing Model-free Anomaly Detection in Industrial Control Systems Against Generic Concealment Attacks".
Adversarial Attacks on Deep Neural Networks for Time Series Classification
A simple, clean TensorFlow implementation of Generative Adversarial Networks with a focus on modeling illustrations.
A Satisfiability-Modulo-Theory (SMT) based estimator for secure estimation under adversarial sensor attacks.
Code for reproducing experiments in "Improved Training of Wasserstein GANs"
Models for predicting electricity demand and classifying homes based on their patterns of energy use
This repository contains the Matlab code with regard to our lab's paper entitled "Influence spread in multi-layer interdependent networks: designed single-layer or random multi-layer initial spreaders?"
Modeling and robustness evaluation of Interdependent urban utility networks
ISF(Industrial Security Exploitation Framework) is a exploitation framework based on Python.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.