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shijie Xu's Projects

adpaths icon adpaths

Code for paper, "Using Path Signatures to Predict a Diagnosis of Alzheimer's Disease.

bindsnet icon bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

cameramodelidentification icon cameramodelidentification

The purpose of this project is to analyze images to identify the camera that the image was taken from. The objective is to build an algorithm that identifies which camera model captured an image by using traces intrinsically left in the image.

cheatsheets-ai icon cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

conv_snn icon conv_snn

Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper

deepadots icon deepadots

Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".

deeppacket icon deeppacket

Encrypted Traffic Classification using Deep Learning

deeptraffic icon deeptraffic

Deep Learning models for network traffic classification

didn icon didn

Pytorch Implementation of "Deep Iterative Down-Up CNN for Image Denoising".

dncnn-pytorch icon dncnn-pytorch

PyTorch implementation of the TIP2017 paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"

etc_cnn icon etc_cnn

Encrypted traffic classification use CNN

flow icon flow

Keras implement of flow-based models

flowpic icon flowpic

T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in IEEE Transactions on Network and Service Management, doi: 10.1109/TNSM.2021.3071441.

fs-net icon fs-net

FS-Net: A Flow Sequence Network For Encrypted Traffic Classification

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