Publications

Journal Articles

  1. A. Hamza, D. Ranathunga, H. Habibi Gharakheili, T. Benson, M. Roughan, and V. Sivaraman, "Verifying and Monitoring IoTs Network Behavior using MUD Profiles", to appear in IEEE Transactions on Dependable and Secure Computing (TDSC), 2020. DOI: 10.1109/TDSC.2020.2997898
  2. A. Sivanathan, H. Habibi Gharakheili and V. Sivaraman, "Detecting Behavioral Change of IoT Devices using Clustering-Based Network Traffic Modeling", IEEE Internet of Things Journal (IoT-J), 7(8):7295-7309, Aug 2020. DOI: 10.1109/JIOT.2020.2984030
  3. A. Sivanathan, H. Habibi Gharakheili and V. Sivaraman, "Managing IoT Cyber-Security using Programmable Telemetry and Machine Learning", to appear in IEEE Transactions on Network and Service Management (TNSM), 2020. DOI: 10.1109/TNSM.2020.2971213
  4. H. Habibi Gharakheili, A. Sivanathan, A. Hamza, and V. Sivaraman, "Network-Level Security for the Internet of Things: Opportunities and Challenges", IEEE Computer, 52(8):58-62, Aug 2019. DOI: 10.1109/MC.2019.2917972
  5. A. Sivanathan, H. Habibi Gharakheili, F. Loi, A. Radford, C. Wijenayake, A. Vishwanath and V. Sivaraman, "Classifying IoT Devices in Smart Environments Using Network Traffic Characteristics", IEEE Transactions on Mobile Computing, 18(8):1745-1759, Aug 2019. DOI: 10.1109/TMC.2018.2866249
  6. V. Sivaraman, H. Habibi Gharakheili, C. Fernandes, N. Clark and T. Karliychuk, "Security and Privacy Implications of Smart IoT Devices in the Home", IEEE Technology and Society Magazine, 37(2):71-79, Jun 2018. DOI: 10.1109/MTS.2018.2826079

Conference Papers

  1. J. Anand, A. Sivanathan, A. Hamza and H. Habibi Gharakheili, "PARVP: Passively Assessing Risk of Vulnerable Passwords for HTTP Authentication in Networked Cameras", ACM CoNEXT workshop on Descriptive Approaches to IoT Security, Network, and Application Configuration (DAI-SNAC), Virtual Conference, Dec 2021. DOI:
  2. A. Pashamokhtari, N. Okui, Y. Miyake, M. Nakahara and H. Habibi Gharakheili, "Inferring Connected IoT Devices from IPFIX Records in Residential ISP Networks", IEEE LCN, Virtual Conference, Oct 2021. DOI: 10.1109/LCN52139.2021.9524954
  3. A. Pashamokhtari, H. Habibi Gharakheili, and V. Sivaraman, "Progressive Monitoring of IoT Networks Using SDN and Cost-Effective Traffic Signatures", ACM ETSecIoT, Sydney, Australia, Apr 2020. DOI: 10.1109/ETSecIoT50046.2020.00005
  4. A. Sivanathan, H. Habibi Gharakheili and V. Sivaraman,"Inferring IoT Device Types from Network Behavior Using Unsupervised Clustering", IEEE LCN, Osnabrück, Germany, Oct 2019.
  5. A. Hamza, H. Habibi Gharakheili, T. Benson and V. Sivaraman, "Detecting Volumetric Attacks on IoT Devices via SDN-Based Monitoring of MUD Activity", ACM SOSR, San Jose, California, USA, Apr 2019. DOI: 10.1145/3314148.3314352
  6. A. Sivanathan, H. Habibi Gharakheili and V. Sivaraman, "Can We Classify an IoT Device Using TCP Port Scan?", IEEE ICIAfS, Colombo, Sri Lanka, Dec 2018. DOI: 10.1109/ICIAFS.2018.8913346
  7. A. Hamza, H. Habibi Gharakheili and V. Sivaraman, "Combining MUD Policies with SDN for IoT Intrusion Detection", ACM Sigcomm workshop on IoT Security and Privacy (IoT S&P), Budapest, Hungary, Aug 2018. DOI: 10.1145/3229565.3229571
  8. A. Hamza, D. Ranathunga, H. Habibi Gharakheili, M. Roughan and V. Sivaraman, "Clear as MUD: Generating, Validating and Applying IoT Behaviorial Profiles", ACM Sigcomm workshop on IoT Security and Privacy (IoT S&P), Budapest, Hungary, Aug 2018. DOI: 10.1145/3229565.3229566
  9. A. Sivanathan, F. Loi, H. Habibi Gharakheili and V. Sivaraman, "Experimental Evaluation of Cybersecurity Threats to the Smart-Home", IEEE ANTS, Odisha, India, Dec 2017. DOI: 10.1109/ANTS.2017.8384143
  10. F. Loi, A. Sivanathan, H. Habibi Gharakheili, A. Radford and V. Sivaraman, "Systematically Evaluating Security and Privacy for Consumer IoT Devices", ACM CCS collocated workshop on IoT Security and Privacy (IoT S&P), Texas, USA, Nov 2017. DOI: 10.1145/3139937.3139938
  11. M. Lyu, D. Sherratt, A. Sivanathan, H. Habibi Gharakheili, A. Radford and V. Sivaraman, "Quantifying the Reflective DDoS Attack Capability of Household IoT Devices", ACM WiSec, Boston, USA, Jul 2017. DOI: 10.1145/3098243.3098264
  12. A. Sivanathan, D. Sherratt, H. Habibi Gharakheili, A. Radford, C. Wijenayake, A. Vishwanath and V. Sivaraman, "Characterizing and Classifying IoT Traffic in Smart Cities and Campuses", IEEE INFOCOM workshop on Smart Cities and Urban Computing (SmartCity), Atlanta, Georgia, USA, May 2017. DOI: 10.1109/INFCOMW.2017.8116438
  13. A. Sivanathan, D. Sherratt, H. Habibi Gharakheili, V. Sivaraman and A. Vishwanath, "Low-Cost Flow-Based Security Solutions for Smart-Home IoT Devices", IEEE ANTS, Bangalore, India, Nov 2016. DOI: 10.1109/ANTS.2016.7947781
  14. V. Sivaraman, H. Habibi Gharakheili, A. Vishwanath, R. Boreli and O. Mehani, "Network-Level Security and Privacy Control for Smart-Home IoT Devices", IEEE WiMoB Workshop on Internet of Things Communications and Technologies (STWiMob), Abu Dhabi, UAE, Oct 2015. DOI: 10.1109/WiMOB.2015.7347956
  15. S. Notra, M. Siddiqi, H. Habibi Gharakheili, V. Sivaraman and R. Boreli, "An Experimental Study of Security and Privacy Risks with Emerging Household Appliances", IEEE CNS Workshop on Security and Privacy in Machine-to-Machine Communications (M2MSec), San Francisco, USA, Oct 2014. DOI: 10.1109/CNS.2014.6997469