By Associate Professor Hassan Habibi Gharakheili

Books

Gharakheili HH, 2017, Role of SDN in Broadband Networks, SPRINGER-VERLAG SINGAPORE PTE LTD, http://dx.doi.org/10.1007/978-981-10-3479-4

Book Chapters

Gharakheili HH; Hamza A; Sivaraman V, 2021, 'Cyber-securing IoT infrastructure by modeling network traffic', in Security and Privacy in the Internet of Things Architectures Techniques and Applications, pp. 151 - 176, http://dx.doi.org/10.1002/9781119607755.ch6

Gharakheili HH, 2017, 'Dynamic Fast Lanes with Two-Sided Control', in ROLE OF SDN IN BROADBAND NETWORKS, SPRINGER-VERLAG SINGAPORE PTE LTD, pp. 61 - 85, http://dx.doi.org/10.1007/978-981-10-3479-4_5

Gharakheili HH, 2017, 'Dynamic Fast-Lanes and Slow-Lanes for Content Provider', in ROLE OF SDN IN BROADBAND NETWORKS, SPRINGER-VERLAG SINGAPORE PTE LTD, pp. 23 - 46, http://dx.doi.org/10.1007/978-981-10-3479-4_3

Gharakheili HH, 2017, 'Economic Model for Broadband Fast Lanes and Slow Lanes', in ROLE OF SDN IN BROADBAND NETWORKS, SPRINGER-VERLAG SINGAPORE PTE LTD, pp. 47 - 59, http://dx.doi.org/10.1007/978-981-10-3479-4_4

Gharakheili HH, 2017, 'Perspectives on Net Neutrality and Internet Fast-Lanes', in ROLE OF SDN IN BROADBAND NETWORKS, SPRINGER-VERLAG SINGAPORE PTE LTD, pp. 5 - 22, http://dx.doi.org/10.1007/978-981-10-3479-4_2

Gharakheili HH, 2017, 'The Role of SDN in Broadband Networks Conclusions and Future Work', in ROLE OF SDN IN BROADBAND NETWORKS, SPRINGER-VERLAG SINGAPORE PTE LTD, pp. 109 - 111, http://dx.doi.org/10.1007/978-981-10-3479-4_7

Gharakheili HH, 2017, 'The Role of SDN in Broadband Networks Introduction', in ROLE OF SDN IN BROADBAND NETWORKS, SPRINGER-VERLAG SINGAPORE PTE LTD, pp. 1 - 4, http://dx.doi.org/10.1007/978-981-10-3479-4_1

Gharakheili HH, 2017, 'Third-Party Customization of Residential Internet Sharing', in ROLE OF SDN IN BROADBAND NETWORKS, SPRINGER-VERLAG SINGAPORE PTE LTD, pp. 87 - 107, http://dx.doi.org/10.1007/978-981-10-3479-4_6

Journal articles

Zeng J; Mishra D; Habibi Gharakheili H; Seneviratne A, 2025, 'Fairness aware secure energy efficiency maximization for UAV-assisted data collection in backscattering networks', Vehicular Communications, 52, http://dx.doi.org/10.1016/j.vehcom.2025.100881

Zhang S; Sullivan H; Lahoti KK; Gharakheili HH, 2025, 'Systematic Verification of IoT Device Conformance to Ietf Manufacturer Usage Description Standard', IEEE Communications Magazine, 9, pp. 59 - 66, http://dx.doi.org/10.1109/MCOMSTD.0001.2400051

Pasquini A; Vasa R; Logothetis I; Gharakheili HH; Chambers A; Tran M, 2025, 'Descriptor: Deakin IoT Traffic (D-IoT)', IEEE Data Descriptions, 2, pp. 8 - 16, http://dx.doi.org/10.1109/ieeedata.2025.3549716

Pasquini A; Vasa R; Logothetis I; Habibi Gharakheili H; Chambers A; Tran M, 2025, 'Robust and Lightweight Modeling of IoT Network Behaviors From Raw Traffic Packets', IEEE Transactions on Machine Learning in Communications and Networking, 3, pp. 98 - 116, http://dx.doi.org/10.1109/tmlcn.2024.3517613

Lyu M; Habibi Gharakheili H; Sivaraman V, 2024, 'A Survey on Enterprise Network Security: Asset Behavioral Monitoring and Distributed Attack Detection', IEEE Access, 12, pp. 89363 - 89383, http://dx.doi.org/10.1109/ACCESS.2024.3419068

Pashamokhtari A; Batista G; Gharakheili HH, 2023, 'Efficient IoT Traffic Inference: From Multi-view Classification to Progressive Monitoring', ACM Transactions on Internet of Things, 5, http://dx.doi.org/10.1145/3625306

Pashamokhtari A; Okui N; Nakahara M; Kubota A; Batista G; Habibi Gharakheili H, 2023, 'Dynamic Inference from IoT Traffic Flows under Concept Drifts in Residential ISP Networks', IEEE Internet of Things Journal, 10, pp. 15761 - 15773, http://dx.doi.org/10.1109/JIOT.2023.3265012

Lyu M; Habibi Gharakheili H; Russell C; Sivaraman V, 2023, 'Enterprise DNS Asset Mapping and Cyber-Health Tracking via Passive Traffic Analysis', IEEE Transactions on Network and Service Management, 20, pp. 3699 - 3716, http://dx.doi.org/10.1109/TNSM.2022.3221981

Lyu M; Habibi Gharakheili H; Sivaraman V, 2023, 'PEDDA: Practical and Effective Detection of Distributed Attacks on enterprise networks via progressive multi-stage inference', Computer Networks, 233, http://dx.doi.org/10.1016/j.comnet.2023.109873

Lyu M; Gharakheili HH; Sivaraman V, 2023, 'A Survey on DNS Encryption: Current Development, Malware Misuse, and Inference Techniques', ACM Computing Surveys, 55, http://dx.doi.org/10.1145/3547331

Pashamokhtari A; Okui N; Miyake Y; Nakahara M; Gharakheili HH, 2023, 'Combining Stochastic and Deterministic Modeling of IPFIX Records to Infer Connected IoT Devices in Residential ISP Networks', IEEE Internet of Things Journal, 10, pp. 5128 - 5145, http://dx.doi.org/10.1109/JIOT.2022.3222116

Lyu M; Habibi Gharakheili H; Sivaraman V, 2022, 'Classifying and tracking enterprise assets via dual-grained network behavioral analysis', Computer Networks, 218, http://dx.doi.org/10.1016/j.comnet.2022.109387

Hamza A; Habibi Gharakheili H; Pering T; Sivaraman V, 2022, 'Combining Device Behavioral Models and Building Schema for Cybersecurity of Large-Scale IoT Infrastructure', IEEE Internet of Things Journal, 9, pp. 24174 - 24185, http://dx.doi.org/10.1109/JIOT.2022.3189350

Sutjarittham T; Gharakheili HH; Kanhere SS; Sivaraman V, 2022, 'Estimating Passenger Queue for Bus Resource Optimization Using LoRaWAN-Enabled Ultrasonic Sensors', IEEE Systems Journal, 16, pp. 6265 - 6276, http://dx.doi.org/10.1109/JSYST.2022.3159577

Mohottige IP; Gharakheili HH; Vishwanath A; Kanhere SS; Sivaraman V, 2022, 'Understanding and Reducing HVAC Power Consumption Post-Evacuation Events in Commercial Buildings', IEEE Internet of Things Journal, 9, pp. 17235 - 17248, http://dx.doi.org/10.1109/JIOT.2022.3152138

Mohottige IP; Gharakheili HH; Moors T; Sivaraman V, 2022, 'Modeling Classroom Occupancy Using Data of WiFi Infrastructure in a University Campus', IEEE Sensors Journal, 22, pp. 9981 - 9996, http://dx.doi.org/10.1109/JSEN.2022.3165138

Sutjarittham T; Gharakheili HH; Kanhere SS; Sivaraman V, 2022, 'Monetizing Parking IoT Data via Demand Prediction and Optimal Space Sharing', IEEE Internet of Things Journal, 9, pp. 5629 - 5644, http://dx.doi.org/10.1109/JIOT.2020.3044900

Ahmed J; Gharakheili HH; Russell C; Sivaraman V, 2022, 'Automatic Detection of DGA-Enabled Malware Using SDN and Traffic Behavioral Modeling', IEEE Transactions on Network Science and Engineering, 9, pp. 2922 - 2939, http://dx.doi.org/10.1109/TNSE.2022.3173591

Hamza A; Ranathunga D; Gharakheili HH; Benson TA; Roughan M; Sivaraman V, 2022, 'Verifying and Monitoring IoTs Network Behavior Using MUD Profiles', IEEE Transactions on Dependable and Secure Computing, 19, pp. 1 - 18, http://dx.doi.org/10.1109/TDSC.2020.2997898

Chinaei MH; Habibi Gharakheili H; Sivaraman V, 2021, 'Optimal Witnessing of Healthcare IoT Data Using Blockchain Logging Contract', IEEE Internet of Things Journal, 8, pp. 10117 - 10130, http://dx.doi.org/10.1109/JIOT.2021.3051433

Lyu M; Gharakheili HH; Russell C; Sivaraman V, 2021, 'Hierarchical Anomaly-Based Detection of Distributed DNS Attacks on Enterprise Networks', IEEE Transactions on Network and Service Management, 18, pp. 1031 - 1048, http://dx.doi.org/10.1109/TNSM.2021.3050091

Sivanathan A; Gharakheili HH; Sivaraman V, 2020, 'Detecting Behavioral Change of IoT Devices Using Clustering-Based Network Traffic Modeling', IEEE Internet of Things Journal, 7, pp. 7295 - 7309, http://dx.doi.org/10.1109/JIOT.2020.2984030

Sivanathan A; Habibi Gharakheili H; Sivaraman V, 2020, 'Managing IoT Cyber-Security Using Programmable Telemetry and Machine Learning', IEEE Transactions on Network and Service Management, 17, pp. 60 - 74, http://dx.doi.org/10.1109/TNSM.2020.2971213

Kumar H; Gharakheili HH; Russell C; Sivaraman V, 2019, 'Enhancing Security Management at Software-Defined Exchange Points', IEEE Transactions on Network and Service Management, 16, pp. 1479 - 1492, http://dx.doi.org/10.1109/TNSM.2019.2944368

Sutjarittham T; Habibi Gharakheili H; Kanhere SS; Sivaraman V, 2019, 'Experiences with IoT and AI in a Smart Campus for Optimizing Classroom Usage', IEEE Internet of Things Journal, 6, pp. 7595 - 7607, http://dx.doi.org/10.1109/JIOT.2019.2902410

Gharakheili HH; Lyu M; Wang Y; Kumar H; Sivaraman V, 2019, 'iTeleScope: Softwarized Network Middle-Box for Real-Time Video Telemetry and Classification', IEEE Transactions on Network and Service Management, 16, pp. 1071 - 1085, http://dx.doi.org/10.1109/TNSM.2019.2929511

Sivanathan A; Gharakheili HH; Loi F; Radford A; Wijenayake C; Vishwanath A; Sivaraman V, 2019, 'Classifying IoT Devices in Smart Environments Using Network Traffic Characteristics', IEEE Transactions on Mobile Computing, 18, pp. 1745 - 1759, http://dx.doi.org/10.1109/TMC.2018.2866249

Habibi Gharakheili H; Sivanathan A; Hamza A; Sivaraman V, 2019, 'Network-level security for the internet of things: Opportunities and challenges', Computer, 52, pp. 58 - 62, http://dx.doi.org/10.1109/MC.2019.2917972

Ahmed J; Gharakheili HH; Raza Q; Russell C; Sivaraman V, 2019, 'Monitoring Enterprise DNS Queries for Detecting Data Exfiltration from Internal Hosts', IEEE Transactions on Network and Service Management, 17, http://dx.doi.org/10.1109/TNSM.2019.2940735

Naman AT; Wang Y; Gharakheili HH; Sivaraman V; Taubman D; Habibi Gharakheili H, 2018, 'Responsive high throughput congestion control for interactive applications over SDN-enabled networks', Computer Networks, 134, pp. 152 - 166, http://dx.doi.org/10.1016/j.comnet.2018.01.043

Fernandes C; Sivaraman V; Habibi Gharakheili H, 2018, 'Smart IoT devices in the home: Security and Privacy Implications', IEEE Technology and Society Magazine, 37, pp. 71 - 79, http://dx.doi.org/10.1109/MTS.2018.2826079

Gharakheili HH; Sivaraman V; Moors T; Vishwanath A; Matthews J; Russell C, 2017, 'Enabling fast and slow lanes for content providers using software defined networking', IEEE ACM Transactions on Networking, 25, pp. 1373 - 1385, http://dx.doi.org/10.1109/TNET.2016.2627005

Gharakheili HH; Sivaraman V; Vishwanath A; Exton L; Matthews J; Russel C, 2016, 'SDN APIs and Models for Two-Sided Resource Management in Broadband Access Networks', IEEE Transactions on Network and Service Management, 13, pp. 823 - 834, http://dx.doi.org/10.1109/TNSM.2016.2615067

Gharakheili HH; Vishwanath A; Sivaraman V; Habibi Gharakheili H, 2016, 'An economic model for a new broadband ecosystem based on fast and slow lanes', IEEE Network, 30, pp. 26 - 31, http://dx.doi.org/10.1109/MNET.2016.7437021

Gharakheili HH; Vishwanath A; Sivaraman V; Habibi Gharakheili H, 2016, 'Perspectives on net neutrality and Internet fast-lanes', Computer Communication Review, 46, pp. 64 - 69, http://dx.doi.org/10.1145/2875951.2875962

Habibi Gharakheili H; Vishwanath A; Sivaraman V, 2015, 'Comparing edge and host traffic pacing in small buffer networks', Computer Networks, 77, pp. 103 - 116, http://dx.doi.org/10.1016/j.comnet.2014.11.021

Conference Papers

Gil MZ; Hu Z; Lyu M; Batista G; Habibi Gharakheili H, 2024, 'Systematic Mapping and Temporal Reasoning of IoT Cyber Risks using Structured Data', in Asian Internet Engineering Conference Aintec 2024, pp. 18 - 25, http://dx.doi.org/10.1145/3674213.3674216

Azizi S; Okui N; Nakahara M; Kubota A; Batista G; Gharakheili HH, 2024, 'Poster: Understanding and Managing Changes in IoT Device Behaviors for Reliable Network Traffic Inference', in SIGCOMM Posters and Demos 2024 Proceedings of the 2024 SIGCOMM Poster and Demo Sessions Part of SIGCOMM 2024, pp. 25 - 27, http://dx.doi.org/10.1145/3672202.3673723

Guo S; Lyu M; Gharakheili HH, 2024, 'Realizing Open and Decentralized Marketplace for Exchanging Data of Expected IoT Behaviors', in Proceedings of IEEE IFIP Network Operations and Management Symposium 2024 NOMS 2024, http://dx.doi.org/10.1109/NOMS59830.2024.10575272

Zeng J; Mishra D; Gharakheili HH; Seneviratne A, 2024, 'SECURE ENERGY EFFICIENCY FAIRNESS MAXIMIZATION IN BACKSCATTER THROUGHPUT CONSTRAINED UAV-ASSISTED DATA COLLECTION', in ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings, pp. 9041 - 9045, http://dx.doi.org/10.1109/ICASSP48485.2024.10446313

Zhang Y; Mishra D; Gharakheili HH; Wing Kwan Ng D, 2024, 'UAV Operation Time Minimization for Wireless-Powered Data Collection', in ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings, pp. 46 - 50, http://dx.doi.org/10.1109/ICASSP48485.2024.10448275

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