Awesome

entropy

entropy is a simple command-line tool to calculate the entropy of files.

Why

The entropy of a file tells us how random the file is. The closer to 8.00, the more random the file is.

As compression and encryption algorithms' output usually consists of high entropy data, one can say any file with entropy greater than 7.0 is likely compressed, encrypted, or packed (in case of executables).

I needed a fast way to calculate the entropy for a bunch of files at once in Windows, so I ended up coding this tool, which can also be used in Linux, macOS, and likely other operating systems.

Download

Windows releases are available here. In order to run them, you need the latest Microsoft Visual C++ Redistributable installed.

To run it in other operating systems, check the Building section.

Usage

Calculating the entropy of a single file:

./entropy /bin/ls
5.85 /bin/ls

Shell expansion is supported too:

PS C:\> .\entropy.exe C:\Users\User\Downloads\*
7.92 C:\Users\User\Downloads\1.jpeg
8.00 C:\Users\User\Downloads\setup.exe
7.58 C:\Users\User\Downloads\nov.pptx
4.66 C:\Users\User\Downloads\data.bin
7.99 C:\Users\User\Downloads\pic.png
4.07 C:\Users\User\Downloads\budget.xls

From the above output one could say /bin/ls is not packed, 1.jpeg uses compression, setup.exe is compressed, nov.pptx is compressed (yup, these modern MS Office files are all ZIP files indeed), data.bin is not compressed, etc. Is that garuanteed? No, it's just math. :nerd_face:

Building

Linux/macOS

Clone the repo:

git clone https://github.com/merces/entropy.git
cd entropy

If you have CMake installed, build with the following commands:

mkdir build
cd build
cmake ..
make

Or if you don't, just use g++:

g++ -std=c++20 -o entropy entropy.cpp

Windows

If you use a recent Visual Studio version, you can clone this repository and open the CMakeLists.txt here with File -> Open -> CMake.... Then, select a configuration that suits your needs and build.

Similar Work

I am aware of the following tools that achieve similar results: