Classifying IoT devices in smart environments using network traffic characteristics A Sivanathan, HH Gharakheili, F Loi, A Radford, C Wijenayake, ... IEEE Transactions on Mobile Computing 18 (8), 1745-1759, 2018 | 776 | 2018 |
Characterizing and Classifying IoT Traffic in Smart Cities and Campuses A Sivanathan, D Sherratt, HH Gharakheili, A Radford, C Wijenayake, ... | 457 | 2017 |
Systematically evaluating security and privacy for consumer IoT devices F Loi, A Sivanathan, HH Gharakheili, A Radford, V Sivaraman Proceedings of the 2017 Workshop on Internet of Things Security and Privacy, 1-6, 2017 | 167 | 2017 |
Quantifying the reflective DDoS attack capability of household IoT devices M Lyu, D Sherratt, A Sivanathan, HH Gharakheili, A Radford, V Sivaraman Proceedings of the 10th ACM Conference on Security and Privacy in Wireless …, 2017 | 106 | 2017 |
Low-cost flow-based security solutions for smart-home IoT devices A Sivanathan, D Sherratt, HH Gharakheili, V Sivaraman, A Vishwanath 2016 IEEE International Conference on Advanced Networks and …, 2016 | 105 | 2016 |
Managing IoT cyber-security using programmable telemetry and machine learning A Sivanathan, HH Gharakheili, V Sivaraman IEEE Transactions on Network and Service Management 17 (1), 60-74, 2020 | 88 | 2020 |
Can We Classify an IoT Device Using TCP Port Scan? A Sivanathan, HH Gharakheili, V Sivaraman 2018 IEEE Int. Conf. Inf. Autom. Sustain.(ICIAfS 2018), 2018 | 70 | 2018 |
Detecting behavioral change of IoT devices using clustering-based network traffic modeling A Sivanathan, HH Gharakheili, V Sivaraman IEEE Internet of Things Journal 7 (8), 7295-7309, 2020 | 69 | 2020 |
Inferring IoT Device Types from Network Behavior Using Unsupervised Clustering A Sivanathan, HH Gharakheili, V Sivaraman | 50 | 2019 |
IoT behavioral monitoring via network traffic analysis A Sivanathan arXiv preprint arXiv:2001.10632, 2020 | 34 | 2020 |
Experimental evaluation of cybersecurity threats to the smart-home A Sivanathan, F Loi, HH Gharakheili, V Sivaraman 2017 IEEE International Conference on Advanced Networks and …, 2017 | 28 | 2017 |
Network-level security for the Internet of Things: Opportunities and challenges HH Gharakheili, A Sivanathan, A Hamza, V Sivaraman Computer 52 (8), 58-62, 2019 | 21 | 2019 |
PARVP: Passively assessing risk of vulnerable passwords for HTTP authentication in networked cameras J Anand, A Sivanathan, A Hamza, HH Gharakheili Proceedings of the 2021 Workshop on Descriptive Approaches to IoT Security …, 2021 | 8 | 2021 |
Programmable active scans controlled by passive traffic inference for IoT asset characterization H Sullivan, A Sivanathan, A Hamza, HH Gharakheili NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium, 1-6, 2023 | 7 | 2023 |
Picp-mud: Profiling information content of payloads in mud flows for iot devices A Pashamokhtari, A Sivanathan, A Hamza, HH Gharakheili 2022 IEEE 23rd International Symposium on a World of Wireless, Mobile and …, 2022 | 7 | 2022 |
Unveiling Behavioral Transparency of Protocols Communicated by IoT Networked Assets S Wannigama, A Sivanathan, A Hamza, HH Gharakheili 2024 IEEE 25th International Symposium on a World of Wireless, Mobile and …, 2024 | 2 | 2024 |
Unveiling Behavioral Transparency of Protocols Communicated by IoT Networked Assets (Full Version) S Wannigama, A Sivanathan, A Hamza, HH Gharakheili arXiv preprint arXiv:2404.07408, 2024 | 1 | 2024 |
Modeling and Monitoring Wi-Fi Calling Traffic in Enterprise Networks Using Machine Learning SC Madanapalli, A Sivanathan, HH Gharakheili, V Sivaraman, S Patil, ... | 1 | 2019 |
Characterizing Payload Types in MUD Flows for Enhanced Security Management of IoT Assets G Yang, A Pashamokhtari, A Sivanathan, A Hamza, D Mishra, ... | | 2024 |
Decoding Behavioral Patterns and Sequence Dynamics in IoT Traffic with Deep Learning A Sivanathan, D Mishra, S Ruj, N Fernandes, QZ Sheng, M Tran, B Luo, ... Authorea Preprints, 2024 | | 2024 |