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Website Docker Cloud Automated build Docker Cloud Build Status Rawsec's CyberSecurity Inventory

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I . What is Aperi'Solve?

Aperi'Solve is a platform which performs layer analysis on image.
The platform also uses "zsteg", "steghide", "exiftool", "binwalk" and "strings" for deeper steganography analysis.

II . Why Aperi'Solve

Aperi'Solve has been created in order to have an "easy to use" platform which performs common steganalysis tests such as LSB or steghide. The platform and Dockerfile are also a quick alternative for people who didn't manage to install zsteg (ruby gem) properly.

III . Features

Aperi'Solve is based on Python3 with Flask and PIL module, the platform currently supports the following images format: .png, .jpg, .gif, .bmp, .jpeg, .jfif, .jpe, .tiff.

The platform allow you to:

  • Visualise each bit layer of each channel for a given image (ie. LSB of Red channel).
  • Browse and Download each bit layer image.
  • Visualise zsteg informations such as text encoded on LSB
  • Download zsteg files such as mp3 encoded on LSB
  • Download steghide files using a defined password
  • Visualise exiftool informations such as geolocation or author
  • Visualise binwalk informations
  • Download binwalk files such as zip in png headers
  • Visualise strings output

IV . Application

The Aperi'Solve platform is a Flask (python 3.7) application. The source code is located into the /data folder. The platform has been split as follows:

  • : Contains web routes and main application variables
  • : Contains steganography functions. Layer decomposition is performed with numpy.
  • : Contains functions used in both and
  • /templates : index.html (html view)
  • /static : Images, JavaScript and CSS
  • /uploads : Uploaded images and working directory for steganography tools

V . Run with Docker

Docker Run

Simply run the following command:

docker run -p 80:80 zeecka/aperisolve

Then check your browser at http://localhost/.

If you already use port 80, feel free to run Aperi'Solve on an other port (ie. 1337):

docker run -p 1337:80 zeecka/aperisolve

Then check your browser at http://localhost:1337/.

VI . Manual Installation

As said in the beginning of this file, some of theses tools such as zsteg and exiftool may not be easy to install. Aperi'Solve has been created to package installation in docker container / provide a web access to the platform. If you still want to install the dependencies by yourself, here are the requirements:

  • Install python and pip (version 3.7+)
apt install python3-dev
  • Install python requirements (PIL, Numpy, ...):
cd build/flask/
pip3 install -r requirements
  • Install ruby and ruby-dev:
apt install ruby ruby-dev
  • Install zsteg:
gem install zsteg --no-ri --no-rdoc
  • Install steghide:
apt install steghide
  • Install exiftool:
apt install perl libimage-exiftool-perl
  • Install 7z:
apt install p7zip

Then, run:

cd data


  • Implement Foremost ?
  • Implement Outguess ?
  • Implement "out of the box" png check (increase size of png)
  • Implement PNGcheck ?
  • Implement stegoVeritas ?
  • ...


Steganalysis web platform



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