2018 · 175 citations · 14 references
ComputingComputer SystemsCybersecurityComputer SecurityInternet Of ThingsMalware AnalysisBehavioral AnalysisBot DetectionBotnet AnalysisIntrusion DetectionMalware IntelligenceBotnet Behavior AnalysisBotnet EvolutionBotnet InfrastructureIot Malware Analysis
Vulnerable IoT devices are powerful platforms for building botnets that cause billion-dollar losses every year. In this work, we study Bashlite botnets and their successors, Mirai botnets. In particular, we focus on the evolution of the malware as well as changes in botnet operator behavior. We use monitoring logs from 47 honeypots collected over 11 months. Our results shed new light on those botnets, and complement previous findings by providing evidence that malware, botnet operators, and malicious activity are becoming more sophisticated. Compared to its predecessor, we find Mirai uses more resilient hosting and control infrastructures, and supports more effective attacks.
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DDoS in the IoT: Mirai and Other Botnets
Constantinos Kolias, Georgios Kambourakis, Angelos Stavrou et al. · Computer · 2017 · 1.9K citations
Understanding the mirai botnet
Manos Antonakakis, Tim April, Michael Bailey et al. · USENIX Security Symposium · 2017 · 1.1K citations