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benhe119's Projects

fame icon fame

FAME Automates Malware Evaluation

faraday icon faraday

Collaborative Penetration Test and Vulnerability Management Platform

faspell icon faspell

产学界最强(SOTA)的简繁中文拼写检查工具:FASPell Chinese Spell Checker (Chinese Spell Check / 中文拼写检错 / 中文拼写纠错 / 中文拼写检查)

fastjsonexploit icon fastjsonexploit

Fastjson vulnerability quickly exploits the framework(fastjson漏洞快速利用框架)

fcl icon fcl

FCL (Fileless Command Lines) - Known command lines of fileless malicious executions

feature-selection-hybrid icon feature-selection-hybrid

Intrusion Detection is a technique to identify the abnormal behavior of system due to attack. The unusual behavior of the environment is then identified and steps are taken and methods are formed to classify and recognize attacks. Data set containing a number of records sometimes may decrease the classifiers performance due to redundancy of data. The other problems may include memory requirements and processing power so we need to either reduce the number of data or the number of records. Feature Selection techniques are used to reduce the vertical largeness of data set. This project makes a comparative study of Particle Swarm Optimization, Genetic Algorithm and a hybrid of the two where we see that PSO being simpler swarm algorithm works for feature selection problems but since it is problem dependent and more over its stochastic approach makes it less efficient in terms of error reduction compared to GA. In standard PSO, the non-oscillatory route can quickly cause a particle to stagnate and also it may prematurely converge on sub optimal solutions that are not even guaranteed to be local optimum. A further drawback is that stochastic approaches have problem-dependent performance. This dependency usually results from the parameter settings in each algorithm. The different parameter settings for a stochastic search algorithm result in high performance variances. In this project the modification strategies are proposed in PSO using GA. Experimental results show that GA performs better than PSO for the feature selection in terms of error reduction problems whereas hybrid outperforms both the model in terms of error reduction.

filecheck icon filecheck

本脚本是HIDS组成的一部分,旨在对指定监控目录进行文件hash记录,定时运行,发现文件替换、修改等后门可疑程序。

fileinfo icon fileinfo

Malice File Info Plugin (libmagic, exiftool, TRiD and ssdeep)

findrogueelfs icon findrogueelfs

FindRogueElfs is a script designed to find ELF files on a Linux machine which are not part of any RPM on the system

findwebshell icon findwebshell

findWebshell是一款基于python开发的webshell检测工具。

fir icon fir

Fast Incident Response

firestorm icon firestorm

Firestorm is an experimental 'next generation' intrusion detection system

fleet icon fleet

A flexible control server for osquery fleets

flink-jpmml icon flink-jpmml

flink-jpmml is a fresh-made library for dynamic real time machine learning predictions built on top of PMML standard models and Apache Flink streaming engine

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