shining20183 Goto Github PK

acid

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)

aehcl

cade

Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications

cgdl-for-open-set-recognition

Code for CVPR2020 paper: Conditional Gaussian Distribution Learning for Open Set Recognition

confidence_estimation

Learning Confidence for Out-of-Distribution Detection in Neural Networks

cpip

crosr

PyTorch implementation for "Classification-Reconstruction Learning for Open-Set Recognition" CVPR 2019.

cyberood

Official code of the paper: "Are Existing Out-Of-Distribution Techniques Suitable for Network Intrusion Detection?"

dbn-and-rbm-in-pytorch

https://github.com/mehulrastogi/Deep-Belief-Network-pytorch

deepcare

A Deep Dynamic Memory Model for Predictive Medicine

densitypeakcluster

A cluster framework for 'Clustering by fast search and find of density peaks' in science 2014.

enidrift

fine-grained-unknown-attack-detection

flightsim

A utility to safely generate malicious network traffic patterns and evaluate controls.

gtid

idsgan

intrusiondetection

kitsune-py

A network intrusion detection system based on incremental statistics (AfterImage) and an ensemble of autoencoders (KitNET)

osdn

Code and data for the research paper "Towards Open Set Deep Networks" A Bendale, T Boult, CVPR 2016

passwordanalysisguess

password analysis and guess

pbcnn

pytorch-bayesiancnn

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

rapier

Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic

realistic-website-fingerprinting-by-augmenting-network-traces

rf

The code and dataset for "Subverting Website Fingerprinting Defenses with Robust Traffic Representation".

t-lstm

Time-Aware LSTM

the-art-of-linear-algebra

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

uad-rule-extraction

Rule Extraction from Unsupervised Anomaly Detection in Security

ucas_nlp

whisper

Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis