StegExpose – Steganalysis Tool For Detecting Steganography In Images

The New Acunetix V12 Engine


StegExpose is a steganalysis tool specialized in detecting steganography in lossless images such as PNG and BMP (LSB – least significant bit type). It has a command line interface and is designed to analyse images in bulk while providing reporting capabilities and customization which is comprehensible for non forensic experts.

Steganography is the art or practice of concealing a message, image, or file within another message, image, or file. The word steganography combines the Ancient Greek words steganos, meaning “covered, concealed, or protected”, and graphein meaning “writing”.

StegExpose rating algorithm is derived from an intelligent and thoroughly tested combination of pre-existing pixel based staganalysis methods including:

  • Sample Pairs by Dumitrescu (2003)
  • RS Analysis by Fridrich (2001)
  • Chi Square Attack by Westfeld (2000)
  • Primary Sets by Dumitrescu (2002)

In addition to detecting the presence of steganography, StegExpose also features the quantitative steganalysis (determining the length of the hidden message).

Detecting Steganography In Images

Usage

[directory] – directory containing images to be diagnosed

[speed]Optional. Can be set to ‘default’ or ‘fast’ (set to ‘default if left blank). default mode will try and run all detectors whereas fast mode will skip the expensive detectors in case cheap detectors are able to determine if a file is clean.

[threshold]Optional. The default value here is 0.2 (for both speed modes) and determines the the level at which files are considered to be hiding data or not. A floating point value between 0 and 1 can be used here to update the threshold. If keeping false positives at bay is of priority, set the threshold slightly higher ~0.25. If reducing false negatives is more important, set the threshold slightly lower ~0.15

[csv file]Optional. Name of the csv (comma separated value) file that is to be generated. that If left blank, the program will simply output to the console.

Performance

The accuracy and speed of StegExpose has been tested on an image pool of 15,200 lossless images, where 5,200 of them were stego images (images with hidden data) created with the tools OpenStego, OpenPuff, SilentEye and LSB-Steganography. Embedding rates range from 2.5% to 25.3% with an average of 13.8% (secret data / cover image).

You can download StegExpose here:

master.zip

Or read more here.

Posted in: Countermeasures, Cryptography


Latest Posts:


NetBScanner - NetBIOS Network Scanner NetBScanner – NetBIOS Network Scanner
NetBScanner is a NetBIOS network scanner tool that scans all computers in the IP addresses range you choose, using the NetBIOS protocol.
Metta - Information Security Adversarial Simulation Tool Metta – Information Security Adversarial Simulation Tool
Metta is an information security preparedness tool in Python to help with adversarial simulation and assess security defense preparation and alerts.
Powershell-RAT - Gmail Exfiltration RAT Powershell-RAT – Gmail Exfiltration RAT
Powershell-RAT is a Python-based Gmail exfiltration RAT that can be used a Windows backdoor to send screenshots or other data as an e-mail attachment.
SCADA Hacking - Industrial Systems Woefully Insecure SCADA Hacking – Industrial Systems Woefully Insecure
It seems like SCADA hacking is still a topic in hacker conferences, and it should be with SCADA systems still driving power stations, manufacturing plants etc.
airgeddon - Wireless Security Auditing Script airgeddon – Wireless Security Auditing Script
Airgeddon is a Bash powered multi-use Wireless Security Auditing Script for Linux systems with an extremely extensive feature list.
Acunetix v12 - Pause & Resume Acunetix v12 – More Comprehensive More Accurate & 2x Faster
Acunetix, the pioneer in automated web application security software, has announced the release of Acunetix v12 - more comprehensive, accurate & 2x faster.


Comments are closed.