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Source code for the paper: Adaptive Clustering-based Malicious Traffic Classification at the Network Edge (https://homepages.inf.ed.ac.uk/ppatras/pub/infocom21.pdf)
Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications
Code for CVPR2020 paper: Conditional Gaussian Distribution Learning for Open Set Recognition
Learning Confidence for Out-of-Distribution Detection in Neural Networks
PyTorch implementation for "Classification-Reconstruction Learning for Open-Set Recognition" CVPR 2019.
Official code of the paper: "Are Existing Out-Of-Distribution Techniques Suitable for Network Intrusion Detection?"
https://github.com/mehulrastogi/Deep-Belief-Network-pytorch
A Deep Dynamic Memory Model for Predictive Medicine
A cluster framework for 'Clustering by fast search and find of density peaks' in science 2014.
A utility to safely generate malicious network traffic patterns and evaluate controls.
A network intrusion detection system based on incremental statistics (AfterImage) and an ensemble of autoencoders (KitNET)
Code and data for the research paper "Towards Open Set Deep Networks" A Bendale, T Boult, CVPR 2016
password analysis and guess
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic
The code and dataset for "Subverting Website Fingerprinting Defenses with Robust Traffic Representation".
Time-Aware LSTM
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"
Rule Extraction from Unsupervised Anomaly Detection in Security
Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis
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.