| Title | Modeling and Simulation of IoT Botnet Behaviors Using DEVS |
| Publication Type | Conference Paper |
| Year of Publication | 2022 |
| Authors | Barakat, Ghena, Al-Duwairi, Basheer, Jarrah, Moath, Jaradat, Manar |
| Conference Name | 2022 13th International Conference on Information and Communication Systems (ICICS) |
| Date Published | jun |
| Keywords | Behavioral sciences, Botnet, botnets security, composability, compositionality, Data models, Discrete Event System Specification, IoT Botnets, Malware, Markov chains, Markov processes, Metrics, Predictive models, pubcrawl, resilience, Resiliency, security, simulation |
| Abstract | The ubiquitous nature of the Internet of Things (IoT) devices and their wide-scale deployment have remarkably attracted hackers to exploit weakly-configured and vulnerable devices, allowing them to form large IoT botnets and launch unprecedented attacks. Modeling the behavior of IoT botnets leads to a better understanding of their spreading mechanisms and the state of the network at different levels of the attack. In this paper, we propose a generic model to capture the behavior of IoT botnets. The proposed model uses Markov Chains to study the botnet behavior. Discrete Event System Specifications environment is used to simulate the proposed model. |
| Notes | ISSN: 2573-3346 |
| DOI | 10.1109/ICICS55353.2022.9811164 |
| Citation Key | barakat_modeling_2022 |
Modeling and Simulation of IoT Botnet Behaviors Using DEVS