Code for Appscanner: Automatic fingerprinting of smartphone apps from encrypted network traffic

This repository contains the code for for AppScanner that was implemented as part of the NDSS FlowPrint paper [PDF], it implements the Single Large Random Forest Classifier of AppScanner [PDF]. We ask people to cite both works when using the software for academic research papers.本仓库包含了AppScanner的实现代码，该代码是NDSS会议FlowPrint论文[PDF]的配套研究实现，同时实现了AppScanner论文[PDF]中提出的单大型随机森林分类器。若将本软件用于学术研究论文，请一并引用上述两项工作。

搜集汇总

背景与挑战

背景概述

该数据集是AppScanner工具的源代码，用于从加密网络流量中自动识别智能手机应用，实现基于FlowPrint论文的单一大型随机森林分类器。数据集属于移动流量安全领域，采用MIT许可证，发布于2023年，关联于半监督移动应用指纹识别研究。