Kali Linux

Umay : IoT Malware Similarity Analysis Platform

Umay project provides IoT malware similarity analysis based on shared codes. It helps to identify other malwares that have shared code with the analyzed file. In this way, you can have a chance to get an idea about the family of the malware. There are various devices with different architectures in the IoT ecosystem. Static-based methods are more effective when addressing the multi-architecture issue. 1000 malware binaries provided by IoTPOT were used in the project. The basic blocks and functions of each of binaries were extracted by radare2 and the hash values of these data were stored in the SQL database. The basic blocks and functions of the sample to be analyzed are query from this database and all malwares that have shared code are listed.

Current features

  • Shared code based static analysis.
  • Supporting ARM, MIPS, x86-64, i386, PowerPC, m68k, Renesas SH.
  • ?

Getting Started

Prerequisites

  • Python3+
  • Radare2
    • r2pipe

Installation

git clone https://github.com/mucoze/Umay
cd Umay

virtualenv venv

source venv/bin/activate

pip install -r requirements.txt

python manage.py makemigrations

python manage.py migrate

python manage.py createsuperuser

python manage.py runserver

and now project app is accesible from your browser. Default: 127.0.0.1:8000

Create your own dataset file

python create_dataset.py samples/

Give the directory where all the samples are located as an argument and it will generate the dataset.db file for you.

R K

Recent Posts

groupdel Command in Linux: Remove a Group and Audit Files

The groupdel command in Linux removes a group from the system. It deletes the group's entry from /etc/group and /etc/gshadow,…

13 hours ago

wc Command in Linux: Count Lines, Words, Characters, and Bytes

The wc command in Linux counts lines, words, characters, and bytes in files or standard input. It…

13 hours ago

top Command in Linux: Monitor Processes and Resource Usage

The top command in Linux provides a real-time view of running processes and system resource usage. From…

13 hours ago

usermod Command in Linux: Modify User Accounts and Groups

The usermod command in Linux modifies existing user account attributes. You can use it to manage group…

13 hours ago

sort Command in Linux: Sort Text, Numbers, Columns, and More

The sort command in Linux reads lines from files or standard input and writes them to standard…

2 days ago

wall Command in Linux: Broadcast Messages to Logged-In Users

The wall command in Linux sends a message to the terminals of all currently logged-in users. The…

2 days ago