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Arunan Sivanathan
Researcher at University of New South Wales
Publications - 16
Citations - 1179
Arunan Sivanathan is an academic researcher from University of New South Wales. The author has contributed to research in topics: Smart environment & Computer science. The author has an hindex of 9, co-authored 14 publications receiving 618 citations.
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Journal ArticleDOI
Classifying IoT Devices in Smart Environments Using Network Traffic Characteristics
Arunan Sivanathan,Hassan Habibi Gharakheili,Franco Loi,Adam Radford,Chamith Wijenayake,Arun Vishwanath,Vijay Sivaraman +6 more
TL;DR: This study paves the way for operators of smart environments to monitor their IoT assets for presence, functionality, and cyber-security without requiring any specialized devices or protocols.
Proceedings ArticleDOI
Characterizing and classifying IoT traffic in smart cities and campuses
Arunan Sivanathan,Daniel Sherratt,Hassan Habibi Gharakheili,Adam Radford,Chamith Wijenayake,Arun Vishwanath,Vijay Sivaraman +6 more
TL;DR: This paper proposes the use of network traffic analytics to characterize IoT devices, including their typical behaviour mode, and develops a classification method that can not only distinguish IoT from non-IoT traffic, but also identify specific IoT devices with over 95% accuracy.
Proceedings ArticleDOI
Systematically Evaluating Security and Privacy for Consumer IoT Devices
TL;DR: This paper develops scripts to automate the security testing along four dimensions, subject twenty market-ready consumer IoT devices to the test suite, and reveals findings that give a fairly comprehensive picture of the security/privacy posture of these devices.
Proceedings ArticleDOI
Quantifying the reflective DDoS attack capability of household IoT devices
Minzhao Lyu,Dainel Sherratt,Arunan Sivanathan,Hassan Habibi Gharakheili,Adam Radford,Vijay Sivaraman +5 more
TL;DR: This paper quantifies the capability of consumer IoT devices to participate in reflective DDoS attacks and demonstrates reflection attacks in a real-world setting involving three IoT-equipped smart-homes, stressing the imminent need to address this problem before it becomes widespread.
Proceedings ArticleDOI
Low-cost flow-based security solutions for smart-home IoT devices
TL;DR: This paper conducts experiments with real attacks on real IoT devices to validate the flow-based security solution, and uses the collected traces as input to simulations to compare its processing performance against a packet-based solution.