Books and Book Chapters:

  1. H. Habibi Gharakheili, A. Hamza and V. Sivaraman, "Cyber-Securing IoT Infrastructure by Modeling Network Traffic", chapter in the book "Security and Privacy in the Internet of Things: Architectures, Techniques, and Applications", John Wiley & Sons, 2021. ISBN: 978-1-119-60774-8 (Print) 978-1-119-60775-5 (Online). DOI: 10.1002/9781119607755.ch6
  2. H. Habibi Gharakheili, "The Role of SDN in Broadband Networks", Springer Theses, Singapore, 2017. ISBN: 978-981-10-3478-7 (Print) 978-981-10-3479-4 (Online). DOI: 10.1007/978-981-10-3479-4

 

Journal Publications:

  1. A. Pasquini, R. Vasa, I. Logothetis, H. Habibi Gharakheili, A. Chambers, and M. Tran, "Robust and Lightweight Modeling of IoT Network Behaviors from Raw Traffic Packets", IEEE Transactions on Machine Learning in Communications and Networking (TMLCN), Dec 2024. DOI: 10.1109/TMLCN.2024.3517613
  2. S. Zhang, H. Sullivan, K. Lahoti and H. Habibi Gharakheili, "Systematic Verification of IoT Device Conformance to IETF Manufacturer Usage Description Standard", IEEE Communications Standards Magazine, Nov 2024. DOI:
  3. M. Lyu, H. Habibi Gharakheili, and V. Sivaraman, "A Survey on Enterprise Network Security: Asset Behavioral Monitoring and Distributed Attack Detection", IEEE Access, 12:89363-89383, Jun 2024. DOI: 10.1109/ACCESS.2024.3419068 (cite)
  4. A. Pashamokhtari, G. Batista, and H. Habibi Gharakheili, "Efficient IoT Traffic Inference: from Multi-View Classification to Progressive Monitoring", ACM Transactions on Internet of Things (TIOT), 5(1):Article 5(1-30), Dec 2023. DOI: 10.1145/3625306 (cite)
  5. M. Lyu, H. Habibi Gharakheili, and V. Sivaraman, "PEDDA: Practical and Effective Detection of Distributed Attacks on Enterprise Networks via Progressive Multi-Stage Inference", Computer Networks (Elsevier), 233:109873, Jun 2023. DOI: 10.1016/j.comnet.2023.109873 (cite)
  6. A. Pashamokhtari, N. Okui, M. Nakahara, A. Kubota, G. Batista, and H. Habibi Gharakheili, "Dynamic Inference from IoT Traffic Flows under Concept Drifts in Residential ISP Networks", IEEE Internet of Things Journal (IoT-J), 10(17):15761-15773, Apr 2023. DOI: 10.1109/JIOT.2023.3265012 (cite)
  7. M. Lyu, H. Habibi Gharakheili, C. Russell and V. Sivaraman, "Enterprise DNS Asset Mapping and Cyber-Health Tracking via Passive Traffic Analysis", IEEE Transactions on Network and Service Management (TNSM), 20(3):3699-3716, Nov 2022. DOI: 10.1109/TNSM.2022.3221981 (cite)
  8. A. Pashamokhtari, N. Okui, Y. Miyake, M. Nakahara, and H. Habibi Gharakheili, "Combining Stochastic and Deterministic Modeling of IPFIX Records to Infer Connected IoT Devices in Residential ISP Networks", IEEE Internet of Things Journal (IoT-J), 10(6):5128-5145, Nov 2022. DOI: 10.1109/JIOT.2022.3222116 (cite)
  9. M. Lyu, H. Habibi Gharakheili, and V. Sivaraman, "Classifying and Tracking Enterprise Assets via Dual-Grained Network Behavioral Analysis", Computer Networks (Elsevier), 218:109387, Dec 2022. DOI: 10.1016/j.comnet.2022.109387 (cite)
  10. M. Lyu, H. Habibi Gharakheili, and V. Sivaraman, "A Survey on DNS Encryption: Current Development, Malware Misuse, and Inference Techniques", ACM Computing Surveys, 55(8):1-28, Dec 2022. DOI: 10.1145/3547331 (cite)
  11. A. Hamza, H. Habibi Gharakheili, T. Pering, and V. Sivaraman, "Combining Device Behavioral Models and Building Schema for Cyber-Security of Large-Scale IoT Infrastructure", IEEE Internet of Things Journal (IoT-J), 9(23):24174-24185, Dec 2022. DOI: 10.1109/JIOT.2022.3189350 (cite)
  12. A. Pashamokhtari, G. Batista, and H. Habibi Gharakheili, "AdIoTack: Quantifying and Refining Resilience of Decision Tree Ensemble Inference Models against Adversarial Volumetric Attacks on IoT Networks", Computers & Security (Elsevier), 120:102801, Sep 2022. DOI: 10.1016/j.cose.2022.102801 (cite)
  13. J. Ahmed, H. Habibi Gharakheili, C. Russell, and V. Sivaraman, "Automatic Detection of DGA-Enabled Malware Using SDN and Traffic Behavioral Modeling", IEEE Transactions on Network Science and Engineering (TNSE), 9(4):2922-2939, May 2022. DOI: 10.1109/TNSE.2022.3173591 (cite)
  14. I. Mohottige, H. Habibi Gharakheili, T. Moors and V. Sivaraman, "Modeling Classroom Occupancy using Data of WiFi Infrastructure in a University Campus", IEEE Sensors Journal (JSEN), 22(10):9981-9996, Apr 2022. DOI: 10.1109/JSEN.2022.3165138 (cite)
  15. T. Sutjarittham, H. Habibi Gharakheili, S. Kanhere and V. Sivaraman, "Estimating Passenger Queue for Bus Resource Optimization using LoRaWAN-enabled Ultrasonic Sensors", IEEE Systems Journal (JSYST), 16(4):6265-6276, Mar 2022. DOI: 10.1109/JSYST.2022.3159577 (cite)
  16. I. Mohottige, H. Habibi Gharakheili, A. Vishwanath, S. Kanhere and V. Sivaraman, "Understanding and Reducing HVAC Power Consumption Post Evacuation Events in Commercial Buildings", IEEE Internet of Things Journal (IoT-J), 9(18):17235-17248, Feb 2022. DOI: 10.1109/JIOT.2022.3152138 (cite)
  17. M. H. Chinaei, H. Habibi Gharakheili and V. Sivaraman, "Optimal Witnessing of Healthcare IoT Data Using Blockchain Logging Contract", IEEE Internet of Things Journal (IoT-J), 8(12):10117-10130, Jan 2021. DOI: 10.1109/JIOT.2021.3051433 (cite)
  18. M. Lyu, H. Habibi Gharakheili, C. Russell and V. Sivaraman, "Hierarchical Anomaly-Based Detection of Distributed DNS Attacks on Enterprise Networks", IEEE Transactions on Network and Service Management (TNSM), 18(1):1031-1048, Jan 2021. DOI: 10.1109/TNSM.2021.3050091 (cite)
  19. T. Sutjarittham, H. Habibi Gharakheili, S. Kanhere and V. Sivaraman, "Monetizing Parking IoT Data via Demand Prediction and Optimal Space Sharing", IEEE Internet of Things Journal (IoT-J), 9(8):5629-5644, Dec 2020. DOI: 10.1109/JIOT.2020.3044900 (cite)
  20. A. Hamza, D. Ranathunga, H. Habibi Gharakheili, T. Benson, M. Roughan, and V. Sivaraman, "Verifying and Monitoring IoTs Network Behavior using MUD Profiles", IEEE Transactions on Dependable and Secure Computing (TDSC), 19(1):1-18, May 2020. DOI: 10.1109/TDSC.2020.2997898 (cite)
  21. 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, Mar 2020. DOI: 10.1109/JIOT.2020.2984030 (cite)
  22. A. Sivanathan, H. Habibi Gharakheili and V. Sivaraman, "Managing IoT Cyber-Security using Programmable Telemetry and Machine Learning", IEEE Transactions on Network and Service Management (TNSM), 17(1):60-74, Feb 2020. DOI: 10.1109/TNSM.2020.2971213 (cite)
  23. J. Ahmed, H. Habibi Gharakheili, Q. Raza, C. Russell and V. Sivaraman, "Monitoring Enterprise DNS Queries for Detecting Data Exfiltration from Internal Hosts", IEEE Transactions on Network and Service Management (TNSM), 17(1):265-279, Mar 2020. DOI: 10.1109/TNSM.2019.2940735 (cite)
  24. H. Kumar, H. Habibi Gharakheili, C. Russell and V. Sivaraman, "Enhancing Security Management at Software-Defined Exchange Points", IEEE Transactions on Network and Service Management (TNSM), 16(4):1479-1492, Dec 2019. DOI: 10.1109/TNSM.2019.2944368 (cite)
  25. T. Sutjarittham, H. Habibi Gharakheili, S. Kanhere and V. Sivaraman, "Experiences with IoT and AI in a Smart Campus for Optimizing Classroom Usage", IEEE Internet of Things Journal (IoT-J), 6(5):7595-7607, Oct 2019. DOI: 10.1109/JIOT.2019.2902410 (cite)
  26. H. Habibi Gharakheili, M. Lyu, Y. Wang, H. Kumar, and V. Sivaraman, "iTeleScope: Softwarized Network Middle-Box for Real-Time Video Telemetry and Classification", IEEE Transactions on Network and Service Management (TNSM), 16(3):1071-1085, Sep 2019. DOI: 10.1109/TNSM.2019.2929511 (cite)
  27. 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 (cite)
  28. 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 (cite)
  29. V. Sivaraman, H. Habibi Gharakheili, C. Fernandes, N. Clark and T. Karliychuk, "Smart IoT Devices in the Home: Security and Privacy Implications", IEEE Technology and Society Magazine, 37(2):71-79, Jun 2018. DOI: 10.1109/MTS.2018.2826079 (cite)
  30. A. T. Naman, Y. Wang, H. Habibi Gharakheili, V. Sivaraman and D. Taubman, "Responsive High Throughput Congestion Control for Interactive Applications over SDN-Enabled Networks", Computer Networks (Elsevier), 134(7):152-166, Apr 2018. DOI: 10.1016/j.comnet.2018.01.043 (cite)
  31. H. Habibi Gharakheili, V. Sivaraman, T. Moors, A. Vishwanath, J. Matthews and C. Russell, "Enabling Fast and Slow Lanes for Content Providers Using Software Defined Networking", IEEE/ACM Transactions on Networking (ToN), 25(3):1373-1385, Jun 2017. DOI: 10.1109/TNET.2016.2627005 (cite)
  32. H. Habibi Gharakheili, V. Sivaraman, A. Vishwanath, L. Exton, J. Matthews and C. Russell, "SDN APIs and Models for Two-Sided Resource Management in Broadband Access Networks", IEEE Transactions on Network and Service Management (TNSM), 13(4):823-834, Dec 2016. DOI: 10.1109/TNSM.2016.2615067 (cite)
  33. H. Habibi Gharakheili, A. Vishwanath and V. Sivaraman, "An Economic Model for a New Broadband Ecosystem Based on Fast and Slow Lanes", IEEE Network Magazine, 30(2):26-31, Mar-Apr 2016. DOI: 10.1109/MNET.2016.7437021 (cite)
  34. H. Habibi Gharakheili, A. Vishwanath and V. Sivaraman, "Perspectives on Net Neutrality and Internet Fast-Lanes", ACM Computer Communications Review (CCR), 46(1):64-69, Jan 2016. DOI: 10.1145/2875951.2875962 (cite)
  35. H. Habibi Gharakheili, A. Vishwanath and V. Sivaraman, "Comparing Edge and Host Traffic Pacing in Small Buffer Networks", Computer Networks (Elsevier), 77:103-116, Feb 2015. DOI: 10.1016/j.comnet.2014.11.021 (cite)

 

Conference Papers:
  1. M. Zumaquero Gil, Z. Hu, M. Lyu, G. Batista and H. Habibi Gharakheili, "Systematic Mapping and Temporal Reasoning of IoT Cyber Risks using Structured Data", AINTEC, Sydney, Australia, Aug 2024. DOI: 10.1145/3674213.3674216 (cite)
  2. S. Azizi, N. Okui, M. Nakahara, A. Kubota, G. Batista and H. Habibi Gharakheili, "Poster: Understanding and Managing Changes in IoT Device Behaviors for Reliable Network Traffic Inference", ACM SIGCOMM Posters & Demos, Sydney, Australia, Aug 2024 (poster). DOI: 10.1145/3672202.3673723 (cite)
  3. F. Li, H. Habibi Gharakheili and G. Batista, "Quantification over Time", ECML PKDD, Vilnius, Lithuania, Sep 2024. DOI: 10.1007/978-3-031-70362-1_17 (cite)
  4. S. Wannigama, A. Sivanathan, A. Hamza and H. Habibi Gharakheili, "Unveiling Behavioral Transparency of Protocols Communicated by IoT Networked Assets", IEEE WoWMoM workshop on Smart Computing for Smart Cities (SC2), Perth, Australia, Jun 2024 (talk). DOI: 10.1109/WoWMoM60985.2024.00018 (cite) (full version on arXiv)
  5. S. Guo, M. Lyu, and H. Habibi Gharakheili, "Realizing Open and Decentralized Marketplace for Exchanging Data of Expected IoT Behaviors", IEEE/IFIP NOMS, Seoul, South Korea, May 2024 (poster). DOI: 10.1109/NOMS59830.2024.10575272 (cite) (full version on arXiv)
  6. J. Zeng, D. Mishra, H. Habibi Gharakheili, A. Seneviratne, "Secure Energy Efficiency Fairness Maximisation in Backscatter Throughput Constrained UAV-Assisted Data Collection", IEEE ICASSP, Seoul, Korea, Apr 2024. DOI: 10.1109/ICASSP48485.2024.10446313 (cite)
  7. Y. Zhang, D. Mishra, H. Habibi Gharakheili, and DWK. Ng, "UAV Operation Time Minimization for Wireless-Powered Data Collection", IEEE ICASSP, Seoul, Korea, Apr 2024. DOI: 10.1109/ICASSP48485.2024.10448275 (cite)
  8. A. Pasquini, R. Vasa, H. Habibi Gharakheili, I. Logothetis, M. Tran, and A. Chambers, "Exploring the Reliability of IoT Packet Classifiers: An Experimental Study", IEEE Globecom workshop on AI/ML for Edge/Fog Networks (A4E), Kuala Lumpur, Malaysia, Dec 2023. DOI: 10.1109/GCWkshps58843.2023.10464844 (cite)
  9. H. Sullivan, A. Sivanathan, A. Hamza, and H. Habibi Gharakheili, "Programmable Active Scans Controlled by Passive Traffic Inference for IoT Asset Characterization", IEEE/IFIP NOMS workshop on Internet of Things Management (Manage-IoT), Miami, FL, USA, May 2023. DOI: 10.1109/NOMS56928.2023.10154292 (cite)
  10. J. Ahmed, H. Habibi Gharakheili, and V. Sivaraman, "Learning-Based Detection of Malicious Hosts by Analyzing Non-Existent DNS Responses", IEEE Globecom, Rio de Janeiro, Brazil, Dec 2022. DOI: 10.1109/GLOBECOM48099.2022.10001429 (cite)
  11. D. Tin, M. Shahpasand, H. Habibi Gharakheili and G. Batista, "Classifying Time-Series of IoT Flow Activity using Deep Learning and Intransitive Features", IEEE SKIMA, Phnom Penh, Cambodia, Dec 2022. DOI: 10.1109/SKIMA57145.2022.10029420 (cite)
  12. A. Pashamokhtari, A. Sivanathan, A. Hamza and H. Habibi Gharakheili, "PicP-MUD: Profiling Information Content of Payloads in MUD Flows for IoT Devices", IEEE WoWMoM workshop on Smart Computing for Smart Cities (SC2), Belfast, United Kingdom, Jun 2022. DOI: 10.1109/WoWMoM54355.2022.00081 (cite)
  13. S. Madanapalli, H. Habibi Gharakheili and V. Sivaraman, "Know Thy Lag: In-Network Game Detection and Latency Measurement", Passive and Active Measurement (PAM), Virtual Conference, Mar 2022. DOI: 10.1007/978-3-030-98785-5_17 (cite)
  14. 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: 10.1145/3488661.3494031 (cite)
  15. 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 (cite)
  16. S. Madanapalli, A. Mathai, H. Habibi Gharakheili and V. Sivaraman, "ReCLive: Real-Time Classification and QoE Inference of Live Video Streaming Services", IEEE/ACM IWQoS, Virtual Conference, Jun 2021. DOI: 10.1109/IWQOS52092.2021.9521288 (cite)
  17. 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 (cite)
  18. I. Mohottige, H. Habibi Gharakheili, A. Vishwanath, S. Kanhere and V. Sivaraman, "Evaluating Emergency Evacuation Events Using Building WiFi Data", ACM/IEEE IoTDI, Sydney, Australia, Apr 2020. DOI: 10.1109/IoTDI49375.2020.00018 (cite)
  19. S. Madanapalli, A. Sivanathan, H. Habibi Gharakheili, V. Sivaraman, S. Patil and B. Pularikkal, "Modeling and Monitoring Wi-Fi Calling Traffic in Enterprise Networks Using Machine Learning", IEEE LCN, Osnabrück, Germany, Oct 2019. DOI: 10.1109/LCN44214.2019.8990802 (cite)
  20. A. Sivanathan, H. Habibi Gharakheili and V. Sivaraman,"Inferring IoT Device Types from Network Behavior Using Unsupervised Clustering", IEEE LCN, Osnabrück, Germany, Oct 2019. DOI: 10.1109/LCN44214.2019.8990797 (cite)
  21. S. Madanapalli, H. Habibi Gharakheili and V. Sivaraman, "Assisting Delay and Bandwidth Sensitive Applications in a Self-Driving Network", ACM Sigcomm workshop on Network Meets AI & ML (NetAI), Beijing, China, Aug 2019. DOI: 10.1145/3341216.3342215 (cite)
  22. S. Madanapalli, H. Habibi Gharakheili and V. Sivaraman, "Inferring Netflix User Experience from Broadband Network Measurement", IEEE/IFIP TMA, Paris, France, Jun 2019. DOI: 10.23919/TMA.2019.8784609 (cite)
  23. T. Sutjarittham, G. Chen, H. Habibi Gharakheili, V. Sivaraman and S. Kanhere, "Measuring and Modeling Car Park Usage: Lessons Learned from a Campus Field-Trial", IEEE WoWMoM, Washington DC, USA, Jun 2019. DOI: 10.1109/WoWMoM.2019.8792972 (cite)
  24. 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 (cite)
  25. V. Sivaraman, S. Madanapalli, H. Kumar and H. Habibi Gharakheili, "OpenTD: Open Traffic Differentiation in a Post-Neutral World", ACM SOSR, San Jose, California, USA, Apr 2019. DOI: 10.1145/3314148.3314354 (cite)
  26. M. Lyu, H. Habibi Gharakheili, C. Russell and V. Sivaraman, "Mapping an Enterprise Network by Analyzing DNS Traffic", Passive and Active Measurement (PAM), Puerto Varas, Chile, Mar 2019. DOI: 10.1007/978-3-030-15986-3_9 (cite)
  27. J. Ahmed, H. Habibi Gharakheili, Q. Raza, C. Russell and V. Sivaraman, "Real-Time Detection of DNS Exfiltration and Tunneling from Enterprise Networks", IFIP/IEEE IM, Washington DC, USA, Apr 2019. (cite)
  28. J. Ahmed, H. Habibi Gharakheili, Q. Raza, C. Russell and V. Sivaraman, "Demo Abstract: A Tool to Detect and Visualize Malicious DNS Queries for Enterprise Networks", IFIP/IEEE IM Demos, Washington DC, USA, Apr 2019.
  29. 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 (cite)
  30. I. Mohottige, T. Sutjarittham, N. Raju, H. Habibi Gharakheili and V. Sivaraman, "Role of Campus WiFi Infrastructure for Occupancy Monitoring in a Large University", IEEE ICIAfS, Colombo, Sri Lanka, Dec 2018. DOI: 10.1109/ICIAFS.2018.8913341 (cite)
  31. T. Sutjarittham, H. Habibi Gharakheili, S. Kanhere and V. Sivaraman, "Realizing a Smart University Campus: Vision, Architecture, and Implementation", IEEE ANTS, Radisson Blu, Indore, India, Dec 2018. DOI: 10.1109/ANTS.2018.8710084 (cite)
  32. 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 (cite)
  33. 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 (cite)
  34. S. Chandra Madanapalli, M. Lyu, H. Kumar, H. Habibi Gharakheili and V. Sivaraman, "Real-time Detection, Isolation and Monitoring of Elephant Flows using Commodity SDN System", IEEE/IFIP NOMS workshop on Experience Sessions, Taipei, Taiwan, Apr 2018. DOI: 10.1109/NOMS.2018.8406200 (cite)
  35. T. Sutjarittham, H. Habibi Gharakheili, S. Kanhere and V. Sivaraman, "Data-Driven Monitoring and Optimization of Classroom Usage in a Smart Campus", ACM/IEEE IPSN, Porto, Portugal, Apr 2018. DOI: 10.1109/IPSN.2018.00050 (cite)
  36. T. Sutjarittham, H. Habibi Gharakheili, S. Kanhere and V. Sivaraman, "Demo Abstract: A Tool to Access and Visualize Classroom Attendance Data from a Smart Campus", ACM/IEEE IPSN Demos, Porto, Portugal, Apr 2018. DOI: 10.1109/IPSN.2018.00033 (cite)
  37. H. Habibi Gharakheili and V. Sivaraman, "Cloud Assisted Home Networks", ACM CoNEXT workshop on Cloud Assisted Networks (CAN), Incheon, Republic of Korea, Dec 2017. DOI: 10.1145/3155921.3158432 (cite)
  38. P. Sriram, V. Datla, H. Habibi Gharakheili and V. Sivaraman, "Enhancing Visibility into Home Networks using SDN", IEEE ANTS, Bhubaneswar, India, Dec 2017. DOI: 10.1109/ANTS.2017.8384142 (cite)
  39. 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 (cite)
  40. 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 (cite)
  41. 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
  42. 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
  43. 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
  44. Y. Wang, C. Orapinpatipat, H. Habibi Gharakheili and V. Sivaraman, "TeleScope: Flow-Level Video Telemetry using SDN", European Workshop on Software Defined Networks (EWSDN), The Hague, Netherlands, Oct 2016. DOI: 10.1109/EWSDN.2016.8
  45. H. Habibi Gharakheili, L. Exton and V. Sivaraman, "Managing Home Routers from the Cloud using Software Defined Networking", IEEE Consumer Communications and Networking Conference (CCNC), Las Vegas, Nevada, USA, Jan 2016. DOI: 10.1109/CCNC.2016.7444771
  46. H. Habibi Gharakheili, L. Exton, V. Sivaraman, J. Matthews and C. Russell, "Third-party Customization of Residential Internet Sharing using SDN", International Telecommunication Networks and Applications Conference (ITNAC), Sydney, Australia, Dec 2015. DOI: 10.1109/ATNAC.2015.7366815
  47. 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
  48. H. Habibi Gharakheili, V. Sivaraman, A. Vishwanath, L. Exton, J. Matthews and C. Russell, "Broadband Fast-Lanes with Two-Sided Control: Design, Evaluation and Economics", IEEE/ACM International Symposium on Quality and Service (IWQoS), Portland, Oregon, USA, Jul 2015. DOI: 10.1109/IWQoS.2015.7404733
  49. H. Habibi Gharakheili, A. Vishwanath and V. Sivaraman, "Pricing User-Sanctioned Dynamic Fast-Lanes Driven by Content Providers", IEEE INFOCOM workshop on Smart Data Pricing (SDP), Hong Kong, Apr 2015. [slides] DOI: 10.1109/INFCOMW.2015.7179439
  50. 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. [slides] DOI: 10.1109/CNS.2014.6997469
  51. H. Habibi Gharakheili, J. Bass, L. Exton and V. Sivaraman, "Personalizing the Home Network Experience using Cloud-Based SDN", IEEE WoWMoM workshop on SDN Architectures and Applications, Sydney, Australia, Jun 2014. DOI: 10.1109/WoWMoM.2014.6918984
  52. H. Kumar, H. Habibi Gharakheili and V. Sivaraman, "User Control of Quality of Experience in Home Networks using SDN", IEEE ANTS, Chennai, India, Dec 2013. [slides] DOI: 10.1109/ANTS.2013.6802847
  53. V. Sivaraman, T. Moors, H. Habibi Gharakheili, D. Ong, J. Matthews and C. Russell, "Virtualizing the Access Network via Open APIs", ACM CoNEXT, Santa Barbara, California, USA, Dec 2013. [slides] DOI: 10.1145/2535372.2535381
  54. H. Habibi Gharakheili and V. Sivaraman, "Virtualizing National Broadband Access Infrastructure", ACM CoNEXT student workshop, Santa Barbara, California, USA, Dec 2013. [slides] DOI: 10.1145/2537148.2537152
  55. H. Habibi Gharakheili, A. Vishwanath and V. Sivaraman, "Edge versus Host Pacing of TCP Traffic in Small Buffer Networks", IFIP Networking, Brooklyn, New York, USA, May 2013. [slides] DOI:

 

Preprints (not peer-reviewed):
  1. A. Sivanathan, D. Mishra, S. Ruj, N. Fernandes, Q. Z. Sheng, M. Tran, B. Luo, D. Coscia, G. Batista and H. Habibi Gharakheili, "Decoding Behavioral Patterns and Sequence Dynamics in IoT Traffic with Deep Learning", TechRxiv, Nov 2024. DOI: 10.36227/techrxiv.173202912.23807435/v1
  2. G. Yang, A. Pashamokhtari, A. Sivanathan, A. Hamza, D. Mishra and H. Habibi Gharakheili, "Characterizing Payload Types in MUD Flows for Enhanced Security Management of IoT Assets", TechRxiv, Nov 2024. DOI: 10.36227/techrxiv.173202504.45430134/v1
  3. S. Zhang, H. Sullivan, K. Lahoti and H. Habibi Gharakheili, "Systematic Verification of IoT Device Conformance to IETF Manufacturer Usage Description Standard", TechRxiv, Jul 2024. DOI: 10.36227/techrxiv.172054933.38594592/v1
  4. S. Wannigama, A. Sivanathan, A. Hamza and H. Habibi Gharakheili, "Unveiling Behavioral Transparency of Protocols Communicated by IoT Networked Assets (Full Version)", arXiv:2404.07408, Apr 2024.
  5. S. Guo, M. Lyu, and H. Habibi Gharakheili, "Realizing Open and Decentralized Marketplace for Exchanging Data of Expected IoT Behaviors (Full Version)", arXiv:2401.00141, Dec 2023.
  6. M. Lyu, H. Habibi Gharakheili, and V. Sivaraman, "A Survey on Enterprise Network Security: Asset Behavioral Monitoring and Distributed Attack Detection", arXiv:2306.16675, Jun 2023.
  7. A. Hamza, H. Habibi Gharakheili,T. A. Benson, G. Batista and V. Sivaraman, "Detecting Anomalous Microflows in IoT Volumetric Attacks via Dynamic Monitoring of MUD Activity", arXiv:2304.04987, Apr 2023.
  8. A. Pashamokhtari, N. Okui, M. Nakahara, A. Kubota, G. Batista, and H. Habibi Gharakheili, "Quantifying and Managing Impacts of Concept Drifts on IoT Traffic Inference in Residential ISP Networks", arXiv:2301.06695, Jan 2023.
  9. L. Moses, R. Buckland, B. Di Marco, A. Didenko, H. Habibi Gharakheili, K. Manwaring, J. Modini, R. Nicholls, N. Phair, S. Taylor, and S. Zhao, "Submission on Australia’s Cyber Security Regulations and Incentives", SSRN, Mar 2022. DOI: 10.2139/ssrn.4066114
  10. S. Madanapalli, A. Mathai, H. Habibi Gharakheili, V. Sivaraman, "Modeling Live Video Streaming: Real-Time Classification, QoE Inference, and Field Evaluation", arXiv:2112.02637, Dec 2021.
  11. X. Deng, Y. Feng, T. Sutjarittham, H. Habibi Gharakheili, B. Gallego and V. Sivaraman, "Comparing Broadband ISP Performance using Big Data from M-Lab", arXiv:1901.07059, Jan 2021.
  12. A. Hamza, H. Habibi Gharakheili and V. Sivaraman, "IoT Network Security: Requirements, Threats, and Countermeasures", arXiv:2008.09339, Aug 2020.
  13. K. Hu, A. Rahman, H. Habibi Gharakheili and V. Sivaraman, "HazeDose: Design and Analysis of a Personal Air Pollution Inhaled Dose Estimation System using Wearable Sensors", arXiv:2005.13745, May 2020.
  14. X. Deng, Y. Feng, H. Habibi Gharakheili and V. Sivaraman, "Estimating Residential Broadband Capacity using Big Data from M-Lab", arXiv:1901.07059, Jan 2019.

 

RFCs:
  1. "RFC9238: Loading Manufacturer Usage Description (MUD) URLs from QR Codes", M. Richardson, J. Latour, and H. Habibi Gharakheili, May 2022. DOI: 10.17487/RFC9238

 

Patents:
  1. "Process and Apparatus for Estimating Real-Time Quality of Experience", S. Madanapalli, H. Habibi Gharakheili, V. Sivaraman, U.S. Patent No. 11,888,920, granted Jan 2024.
  2. "Apparatus and Process for Monitoring Network Behaviour of Internet-of-Things (IoT) Devices", A. Hamza, H. Habibi Gharakheili, V. Sivaraman, U.S. Patent No. 11,743,153, granted Aug 2023.
  3. "A Network Device Classification Apparatus and Process", A. Sivanathan, H. Habibi Gharakheili, V. Sivaraman, U.S. Patent No. 11,570,070, granted Jan 2023.
  4. "Computer-Implemented Method and System for Assessing the Risk Status of One or More Networked Devices Using Best Practice Guidelines", J. Anand, A. Sivanathan, A. Hamza, Z. Long, H. Habibi Gharakheili, PCT Patent PCT/AU2022/051204, filed Oct 2022.
  5. "Combining Device Behavioral Models and Building Schema for Cyber-Security of Large-Scale IoT Infrastructure", H. Habibi Gharakheili, A. Hamza, V. Sivaraman, PCT Patent PCT/IB2022/058136, filed Aug 2022.
  6. "Process and Apparatus for Identifying and Classifying Video-Data", Y. Wang, H. Habibi Gharakheili, V. Sivaraman, U.S. Patent No. 11,418,420, granted Aug 2022.
  7. "Apparatus and Process for Detecting Network Security Attacks on IoT Devices", A. Hamza, H. Habibi Gharakheili, V. Sivaraman, U.S. Patent No. 11,374,835, granted Jun 2022.
  8. "Apparatus and Process for Monitoring Network Traffic of Networked Assets", A. Pashamokhtari, A. Sivanathan, A. Hamza, H. Habibi Gharakheili, AU Provisional Patent No. 2022901601, filed Jun 2022.
  9. "Apparatus and Process for Detecting, Identifying, and Estimating User Experience of Online Games", S. Madanapalli, H. Habibi Gharakheili, V. Sivaraman, PCT Patent WO2021042173A1, filed Sep 2020.
  10. "Network Bandwidth Apportioning", V. Sivaraman, S. Madanapalli, H. Kumar, H. Habibi Gharakheili, PCT Patent WO2020172721A1, filed Feb 2020.