Forensic Analysis of Cryptojacking in Host-based Docker Containers Using Honeypots

Abstract

Blockchain-based cryptocurrencies have transformed financial transactions and created opportunities to profit from generating new coins through cryptomining. This has led to cybercriminals stealthily using their victim’s computational power and resources for their own profit. Recent trends point to an increase in cryptojacking malware targeting devices with greater processing power such as host-based docker engines for faster and greater profit. In our study, we perform a forensic analysis for detecting cryptojacking (i.e., unauthorized cryptomining) in Docker containers using honeypots. Then, we present countermea- sures for securing host-based Docker containers. In addition, we propose an approach for monitoring host-based Docker containers for cryptojacking detection. To the best of our knowledge, this is the first study investigating cryptojacking detection with the use of a honeypot system. Our results reveal that host resource usage and network traffic are the key indicators of possible unauthorized cryptomining in Docker containers.

Publication
IEEE International Conference on Communications (ICC)
Abbas Acar
Abbas Acar
Senior Research Scientist

I completed my PhD in the Cyber-Physical Systems Security (CSL) lab under the supervision of Professor Selcuk Uluagac in 2020 at Florida International University (FIU), USA. Before that, I received my BSc from Electrical and Electronics Engineering at Middle East Technical University, Turkey in 2015 with a minor in Mathematics. My research interests include alternative authentication methods (e.g., continuous authentication), IoT security and privacy, and privacy-preserving technologies (e.g., homomorphic encryption).