The Circle Of Life: A Large-Scale Study of The IoT Malware Lifecycle Omar Alrawi, Charles Lever, and Kevin Valakuzhy, Georgia Institute of Technology; Ryan Court and Kevin Snow, Zero Point Dynamics; Fabian Monrose, University of North Carolina at Chapel Hill; Manos Antonakakis, Georgia Institute of Technology https://www.usenix.org/conference/usenixsecurity21/presentation/alrawi-circle This paper is included in the Proceedings of the 30th USENIX Security Symposium. August 11–13, 2021 978-1-939133-24-3 Open access to the Proceedings of the 30th USENIX Security Symposium is sponsored by USENIX. The Circle Of Life: A Large-Scale Study of The IoT Malware Lifecycle Omar Alrawi?, Charles Lever?, Kevin Valakuzhy?, Ryan Court}, Kevin Snow}, Fabian Monrose†, Manos Antonakakis? ? Georgia Institute of Technology {alrawi, chazlever, kevinv, manos}@gatech.edu } Zero Point Dynamics {rccourt, kevin}@zeropointdynamics.com † University of North Carolina at Chapel Hill
[email protected] Abstract ences. For RQ2, we qualitatively evaluate how traditional Our current defenses against IoT malware may not be ade- anti-malware techniques work and judge their efficacy based quate to remediate an IoT malware attack similar to the Mirai on empirical observations from the IoT malware ecosystem. botnet. This work seeks to investigate this matter by systemat- Answering RQ1 allows the security community to under- ically and empirically studying the lifecycle of IoT malware stand the evolutionary trend of IoT malware and respond and comparing it with traditional malware that target desktop accordingly. For example, how do malware adapt to infect and mobile platforms. We present a large-scale measurement and persist on IoT devices? Are there trends that can allow of more than 166K Linux-based IoT malware samples col- us to better predict the impact of IoT malware on future IoT lected over a year.