GuisengLiu's repositories

GNN-Communication-Networks

This is the repository for the collection of Graph-based Deep Learning for Communication Networks.

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The-most-easy-to-install-use-TensorFlow-GPU-on-Win10

在Win10上安装使用TensorFlow-GPU最简单的方法

traffic_classification_utils

网络流量分类对比方法汇总

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ALF

Active Learning Framework

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awesome-imbalanced-learning

Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切:论文、代码、框架与库

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DeepTraffic_WW

Deep Learning models for network traffic classification

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df

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

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Django_Login

验证码+邮箱验证

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DL-based-Android-Malware-Defenses-review

Papers, code and datasets about deep learning for Android malware defenses and malware detection

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Driving-Behavior-Analysis

Final Year Project Work

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ET-BERT

The repository of ET-BERT, a network traffic classification model on encrypted traffic. The work has been accepted as The Web Conference (WWW) 2022 accepted paper.

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ETA-Resource

Materials about Encrypted Traffic Analysis

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flowcontainer

从pcap获取流的基本信息工具

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FlowPrint

Original implementation of FlowPrint as in the NDSS '20 paper

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FSL-Mate

FSL-Mate: A collection of resources for few-shot learning (FSL).

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GCN_AnomalyDetection

Code for Deep Anomaly Detection on Attributed Networks (SDM2019)

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HyperVision

Flow Interaction Graph based attack traffic detection system.

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lime

Lime: Explaining the predictions of any machine learning classifier

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packets

Packet Captures

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The-MALWARE-Repo

A repository full of malware samples.

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Whisper

Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis

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