Skip to content

An advanced malware detection paradigm using brain-inspired Spiking Neural Networks (SNNs). This project classifies threats by analyzing their unique "behavioral fingerprints" captured from real-time program execution traces

Notifications You must be signed in to change notification settings

WHitE-TITaN/WHITE

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

54 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

WHITE

SNN - Based Malware CLassification using Program Trace

PreRequisite : bpftrace
For logging system calls of the program and building a program trace

PreRequisite : BootStrap
For building fake directory system directory for isolation of program to from main directory

Do not Use Command
sudo apt update / upgrade

it can take significat amount of time to update insted use specific installation commands

⚠️ installation command
will only work for the fake directory if the progam is running and it is mounted, main system terminal might cause installation in the main system files!

SETUP WHITE

mkdir build
cd build
cmake ..


#Windows->
cmake --build .
cd debug
./WHITE

#Linux->
make
sudo ./WHITE

About

An advanced malware detection paradigm using brain-inspired Spiking Neural Networks (SNNs). This project classifies threats by analyzing their unique "behavioral fingerprints" captured from real-time program execution traces

Topics

Resources

Stars

Watchers

Forks