By Professor Vijay Sivaraman

Conference Papers

Wang Y; Lyu M; Sivaraman V, 2024, 'Characterizing User Platforms for Video Streaming in Broadband Networks', in Proceedings of the 2024 ACM on Internet Measurement Conference, ACM, pp. 563 - 579, presented at IMC '24: ACM Internet Measurement Conference, http://dx.doi.org/10.1145/3646547.3688435

Lyu M; Wang Y; Sivaraman V, 2024, 'Measuring GenAI Usage Patterns in a University Campus via Network Traffic Analysis', in Asian Internet Engineering Conference, AINTEC 2024, pp. 1 - 9, http://dx.doi.org/10.1145/3674213.3674214

Wang Y; Lyu M; Sivaraman V, 2024, 'Standardizing Multimedia QoE Telemetry from Telecommunications Networks for Open Analytics', in EMS 2024 - Proceedings of the 2024 SIGCOMM Workshop on Emerging Multimedia Systems, pp. 14 - 20, http://dx.doi.org/10.1145/3672196.3673400

Lyu M; Tripathi RD; Sivaraman V, 2024, 'MetaVRadar: Measuring metaverse virtual reality network activity', in SIGMETRICS/PERFORMANCE 2024 - Abstracts of the 2024 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, pp. 11 - 12, http://dx.doi.org/10.1145/3652963.3655065

Lyu M; Wang Y; Sivaraman V, 2024, 'Do Cloud Games Adapt to Client Settings and Network Conditions?', in 2024 IFIP Networking Conference, IFIP Networking 2024, pp. 482 - 488, http://dx.doi.org/10.23919/IFIPNetworking62109.2024.10619817

Han J; Lyu M; Sivaraman V, 2022, 'On the Validity of Internet Speed Test Tools and Broadband Measurement Programs', in ACM International Conference Proceeding Series, pp. 1 - 9, http://dx.doi.org/10.1145/3570748.3570749

Madanapalli SC; Gharakheili HH; Sivaraman V, 2022, 'Know Thy Lag: In-Network Game Detection and Latency Measurement', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Virtual event, pp. 395 - 410, presented at 23rd International Conference, PAM 2022, Virtual event, 28 March 2022 - 30 March 2022, http://dx.doi.org/10.1007/978-3-030-98785-5_17

Ahmed J; Gharakheili HH; Sivaraman V, 2022, 'Learning-Based Detection of Malicious Hosts by Analyzing Non-Existent DNS Responses', in Proceedings - IEEE Global Communications Conference, GLOBECOM, pp. 3411 - 3416, http://dx.doi.org/10.1109/GLOBECOM48099.2022.10001429

Madanapalli SC; Mathai A; Gharakheili HH; Sivaraman V, 2021, 'ReCLive: Real-Time Classification and QoE Inference of Live Video Streaming Services', in 2021 IEEE/ACM 29th International Symposium on Quality of Service, IWQOS 2021, http://dx.doi.org/10.1109/IWQOS52092.2021.9521288

Babaria R; Madanapalli SC; Kumar H; Sivaraman V, 2021, 'FlowFormers: Transformer-based Models for Real-time Network Flow Classification', in Proceedings - 2021 17th International Conference on Mobility, Sensing and Networking, MSN 2021, pp. 231 - 238, http://dx.doi.org/10.1109/MSN53354.2021.00046

Gregory MA; Sivaraman V, 2021, 'Welcome Message', in 2021 31st International Telecommunication Networks and Applications Conference, ITNAC 2021, pp. I - III, http://dx.doi.org/10.1109/ITNAC53136.2021.9652160

Pasquel Mohottige I; Gharakheili HH; Vishwanath A; Kanhere SS; Sivaraman V, 2020, 'Evaluating emergency evacuation events using building wifi data', in Proceedings - 5th ACM/IEEE Conference on Internet of Things Design and Implementation, IoTDI 2020, pp. 116 - 127, http://dx.doi.org/10.1109/IoTDI49375.2020.00018

Pashamokhtari A; Gharakheili HH; Sivaraman V, 2020, 'Progressive Monitoring of IoT Networks Using SDN and Cost-Effective Traffic Signatures', in Proceedings - 2020 Workshop on Emerging Technologies for Security in IoT, ETSecIoT 2020, pp. 1 - 6, http://dx.doi.org/10.1109/ETSecIoT50046.2020.00005

Sivanathan A; Gharakheili HH; Sivaraman V, 2019, 'Inferring IoT Device Types from Network Behavior Using Unsupervised Clustering', in Proceedings - Conference on Local Computer Networks, LCN, pp. 230 - 233, http://dx.doi.org/10.1109/LCN44214.2019.8990797

Madanapalli SC; Sivanathan A; Gharakheili HH; Sivaraman V; Patil S; Pularikkal B, 2019, 'Modeling and Monitoring Wi-Fi Calling Traffic in Enterprise Networks Using Machine Learning', in Proceedings - Conference on Local Computer Networks, LCN, pp. 222 - 225, http://dx.doi.org/10.1109/LCN44214.2019.8990802

Madanapalli SC; Gharakheili HH; Sivaraman V, 2019, 'Assisting delay and bandwidth sensitive applications in a self-driving network', in NetAI 2019 - Proceedings of the 2019 ACM SIGCOMM Workshop on Network Meets AI and ML, Part of SIGCOMM 2019, pp. 64 - 69, http://dx.doi.org/10.1145/3341216.3342215

Madanapalli SC; Gharakhieli HH; Sivaraman V, 2019, 'Inferring netflix user experience from broadband network measurement', in TMA 2019 - Proceedings of the 3rd Network Traffic Measurement and Analysis Conference, pp. 41 - 48, http://dx.doi.org/10.23919/TMA.2019.8784609

Sutjarittham T; Chen G; Gharakheili HH; Sivaraman V; Kanhere SS, 2019, 'Measuring and modeling car park usage: Lessons learned from a campus field-trial', in 20th IEEE International Symposium on A World of Wireless, Mobile and Multimedia Networks, WoWMoM 2019, http://dx.doi.org/10.1109/WoWMoM.2019.8792972

Ahmed J; Gharakheili HH; Raza Q; Russell C; Sivaraman V, 2019, 'Demo Abstract: A tool to detect and visualize malicious DNS queries for enterprise networks', in 2019 IFIP/IEEE Symposium on Integrated Network and Service Management, IM 2019, pp. 729 - 730

Ahmed J; Gharakheili HH; Raza Q; Russell C; Sivaraman V, 2019, 'Real-time detection of DNS exfiltration and tunneling from enterprise networks', in 2019 IFIP/IEEE Symposium on Integrated Network and Service Management, IM 2019, pp. 649 - 653

Hamza A; Gharakheili HH; Benson TA; Sivaraman V, 2019, 'Detecting Volumetric Attacks on IoT Devices via SDN-Based Monitoring of MUD Activity', in SOSR 2019 - Proceedings of the 2019 ACM Symposium on SDN Research, pp. 36 - 48, http://dx.doi.org/10.1145/3314148.3314352

Sivaraman V; Madanapalli SC; Kumar H; Gharakheili HH, 2019, 'OpenTD: Open Traffic Differentiation in a Post-Neutral World', in SOSR 2019 - Proceedings of the 2019 ACM Symposium on SDN Research, pp. 119 - 126, http://dx.doi.org/10.1145/3314148.3314354

Lyu M; Habibi Gharakheili H; Russell C; Sivaraman V, 2019, 'Mapping an Enterprise Network by Analyzing DNS Traffic', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Puerto Varas, Chile, pp. 129 - 144, presented at 20th International Conference, PAM 2019 Puerto Varas, Chile, March 27-29, 2019, proceedings, Puerto Varas, Chile, 27 March 2019 - 29 March 2019, http://dx.doi.org/10.1007/978-3-030-15986-3_9

Habibi Gharakheili H; Sutjarittham T; Sivaraman V; Kanhere S, 2019, 'Realizing a Smart University Campus: Vision, Architecture, and Implementation', in IEEE ANTS, Indore, India, presented at IEEE International Conference on Advanced Networks and Telecommunications Systems, Indore, India, 16 March 2019 - 19 December 2018

Sivanathan A; Gharakheili HH; Sivaraman V, 2018, 'Can We Classify an IoT Device using TCP Port Scan?', in 2018 IEEE 9th International Conference on Information and Automation for Sustainability, ICIAfS 2018, http://dx.doi.org/10.1109/ICIAFS.2018.8913346

Mohottige IP; Sutjarittham T; Raju N; Gharakheili HH; Sivaraman V, 2018, 'Role of Campus WiFi Infrastructure for Occupancy Monitoring in a Large University', in 2018 IEEE 9th International Conference on Information and Automation for Sustainability, ICIAfS 2018, http://dx.doi.org/10.1109/ICIAFS.2018.8913341

Gregory MA; Sivaraman V, 2018, '28th International Telecommunication Networks and Applications Conference (ITNAC)', in 2018 28th International Telecommunication Networks and Applications Conference, ITNAC 2018, Sydney, AU, presented at ITNAC, Sydney, AU, 21 November 2018 - 23 November 2018

Sutjarittham T; Habibi Gharakheili H; Kanhere SS; Sivaraman V, 2018, 'Data-Driven Monitoring and Optimization of Classroom Usage in a Smart Campus', in Proceedings - 17th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN 2018, pp. 224 - 229, http://dx.doi.org/10.1109/IPSN.2018.00050

Sutjarittham T; Habibi Gharakheili H; Kanhere SS; Sivaraman V, 2018, 'Demo Abstract: A Tool to Access and Visualize Classroom Attendance Data from a Smart Campus', in Proceedings - 17th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN 2018, pp. 140 - 141, http://dx.doi.org/10.1109/IPSN.2018.00033

Hamza A; Ranathunga D; Gharakheili HH; Roughan M; Sivaraman V, 2018, 'Clear as MUD: Generating, validating and applying IoT behavioral profiles', in IoT S and P 2018 - Proceedings of the 2018 Workshop on IoT Security and Privacy, Part of SIGCOMM 2018, pp. 8 - 14, http://dx.doi.org/10.1145/3229565.3229566

Hamza A; Gharakheili HH; Sivaraman V, 2018, 'Combining MUD policies with SDN for IoT intrusion detection', in IoT S and P 2018 - Proceedings of the 2018 Workshop on IoT Security and Privacy, Part of SIGCOMM 2018, pp. 1 - 7, http://dx.doi.org/10.1145/3229565.3229571

Madanapalli SC; Lyu M; Kumar H; Gharakheili HH; Sivaraman V, 2018, 'Real-time detection, isolation and monitoring of elephant flows using commodity SDN system', in IEEE/IFIP Network Operations and Management Symposium: Cognitive Management in a Cyber World, NOMS 2018, pp. 1 - 5, http://dx.doi.org/10.1109/NOMS.2018.8406200

Sriram P; Datla VR; Gharakheili HH; Sivaraman V, 2018, 'Enhancing visibility into home networks using SDN', in 11th IEEE International Conference on Advanced Networks and Telecommunications Systems, ANTS 2017, pp. 1 - 6, http://dx.doi.org/10.1109/ANTS.2017.8384142

Sivanathan A; Loi F; Gharakheili HH; Sivaraman V, 2018, 'Experimental evaluation of cybersecurity threats to the smart-home', in 11th IEEE International Conference on Advanced Networks and Telecommunications Systems, ANTS 2017, pp. 1 - 6, http://dx.doi.org/10.1109/ANTS.2017.8384143

Habibi Gharakheili H; Sivaraman V, 2017, 'Cloud Assisted Home Networks', in 2nd Workshop on Cloud-Assisted Networking, Incheon, Republic of Korea, presented at ACM Cloud-Assisted Networking, Incheon, Republic of Korea, 11 December 2017 - 12 December 2017, http://dx.doi.org/10.1145/3155921.3158432

Sivanathan A; Sherratt D; Gharakheili HH; Radford A; Wijenayake C; Vishwanath A; Sivaraman V, 2017, 'Characterizing and classifying IoT traffic in smart cities and campuses', in 2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017, pp. 559 - 564, http://dx.doi.org/10.1109/INFCOMW.2017.8116438

Chinaei MH; Ostry D; Sivaraman V, 2017, 'A novel algorithm for secret key generation in passive backscatter communication systems', in Capkun S; Chow SSM (ed.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, Cham, Hong Kong, China, pp. 436 - 455, presented at International Conference on Cryptology and Network Security : CANS 2017, Hong Kong, China, 20 November 2017 - 02 December 2017, http://dx.doi.org/10.1007/978-3-030-02641-7_20

Loi F; Sivanathan A; Gharakheili HH; Radford A; Sivaraman V; Habibi Gharakheili H, 2017, 'Systematically evaluating security and privacy for consumer IoT devices', in IoT S and P 2017 - Proceedings of the 2017 Workshop on Internet of Things Security and Privacy, co-located with CCS 2017, Association for Computing Machinery (ACM), Dallas, Texas, USA, pp. 1 - 6, presented at 2017 Workshop on Internet of Things Security and Privacy, Dallas, Texas, USA, 03 November 2017 - 03 November 2017, http://dx.doi.org/10.1145/3139937.3139938

Lyu M; Sherratt D; Sivanathan A; Gharakheili HH; Radford A; Sivaraman V, 2017, 'Quantifying the reflective DDoS attack capability of household IoT devices', in Proceedings of the 10th ACM Conference on Security and Privacy in Wireless and Mobile Networks, WiSec 2017, Boston, Massachusetts, U.S.A, pp. 46 - 51, presented at 10th ACM Conference on Security and Privacy in Wireless and Mobile Networks, Boston, Massachusetts, U.S.A, 18 July 2017 - 20 July 2017, http://dx.doi.org/10.1145/3098243.3098264

Chinaei MH; Sivaraman V; Ostry D, 2017, 'An experimental study of secret key generation for passive Wi-Fi wearable devices', in 18th IEEE International Symposium on A World of Wireless, Mobile and Multimedia Networks, WoWMoM 2017 - Conference, Macau, China, presented at 2017 IEEE 18th International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM), Macau, China, 12 June 2017 - 15 June 2017, http://dx.doi.org/10.1109/WoWMoM.2017.7974298

Siddiqi M; All ST; Sivaraman V, 2017, 'Secure lightweight context-driven data logging for bodyworn sensing devices', in 2017 5th International Symposium on Digital Forensic and Security, ISDFS 2017, http://dx.doi.org/10.1109/ISDFS.2017.7916500

Kumary H; Mercian A; Banerjee S; Russell C; Sivaramany V, 2017, 'Implementing geo-blocking and spoofing protection in multi-domain software defined interconnects', in Proceedings of the 1st International Workshop on Security and Dependability of Multi-Domain Infrastructures, XDOM0 2017 - Co-located with European Conference on Computer Systems, EuroSys 2017, http://dx.doi.org/10.1145/3071064.3071065

Yang W; Hu J; Fernandes C; Sivaraman V; Wu Q, 2016, 'Vulnerability analysis of iPhone 6', in 2016 14th Annual Conference on Privacy, Security and Trust, PST 2016, Auckland, New Zealand, pp. 457 - 463, presented at 2016 14th Annual Conference on Privacy, Security and Trust (PST), Auckland, New Zealand, 12 December 2016 - 14 December 2016, http://dx.doi.org/10.1109/PST.2016.7907000

Sivanathan A; Sherratt D; Habibi Gharakheili H; Sivaraman V; Vishwanath A, 2016, 'Low-Cost Flow-Based Security Solutions for Smart-Home IoT Devices', in 2016 IEEE International Conference on Advanced Networks and Telecommunications Systems, ANTS 2016, IEEE, Bangalore, India, presented at 10th IEEE International Conference on Advanced Networks and Telecommunications Systems, Bangalore, India, 06 November 2016 - 09 November 2016, http://dx.doi.org/10.1109/ANTS.2016.7947781

Siddiqi M; Sivaraman V; Jha S, 2016, 'Timestamp Integrity in Wearable Healthcare Devices', in 2016 IEEE International Conference on Advanced Networks and Telecommunications Systems, ANTS 2016, IEEE, Bangalore, India, presented at 10th IEEE International Conference on Advanced Networks and Telecommunications Systems, Bangalore, India, 06 November 2016 - 09 November 2016, http://dx.doi.org/10.1109/ANTS.2016.7947783

Hu K; Sivaraman V; Bhrugubanda H; Kang S; Rahman A, 2016, 'SVR Based Dense Air Pollution Estimation Model Using Static and Wireless Sensor Network', in SENSORS, 2016 IEEE, IEEE, Orlando, Florida, USA, pp. 1 - 3, presented at IEEE Sensors 2016, Orlando, Florida, USA, 30 October 2016 - 02 November 2016, http://dx.doi.org/10.1109/ICSENS.2016.7808827

Kumar H; Sivaraman V; Russell C; Banerjee S, 2016, 'A Software-Defined Flexible Inter-Domain Interconnect using ONOS', in The European Workshop on Software Defined Networks, Institute of Electrical and Electronics Engineers (IEEE), The Hague, Netherlands, presented at The European Workshop on Software Defined Networks, The Hague, Netherlands, 10 October 2016 - 11 October 2016, http://dx.doi.org/10.1109/EWSDN.2016.10

Wang YU; Orapinpatipat C; Habibi Gharakheili H; Sivaraman V, 2016, 'TeleScope: Flow-Level Video Telemetry using SDN', in Proceedings - European Workshop on Software-Defined Networks, EWSDN, Institute of Electrical and Electronics Engineers (IEEE), The Hague, Netherlands, presented at The European Workshop on Software Defined Networks, The Hague, Netherlands, 10 October 2016 - 11 October 2016, http://dx.doi.org/10.1109/EWSDN.2016.8

Nobakht M; Sivaraman V; Boreli R, 2016, 'A Host-based Intrusion Detection and Mitigation Framework for Smart Home IoT Using OpenFlow', in 2016 11TH INTERNATIONAL CONFERENCE ON AVAILABILITY, RELIABILITY AND SECURITY, (ARES 2016), IEEE, Salzburg, Austria, presented at 2016 the 11th International Conference on Availability, Reliability and Security (ARES),, Salzburg, Austria, 31 August 2016 - 02 September 2016, http://dx.doi.org/10.1109/ARES.2016.64

Sivaraman V; Chan D; Earl D; Boreli R, 2016, 'Smart-Phones Attacking Smart-Homes', in WiSec 2016 - Proceedings of the 9th ACM Conference on Security and Privacy in Wireless and Mobile Networks, Association for Computing Machinery (ACM), GERMANY, Darmstadt, pp. 195 - 200, presented at Proceedings of the 9th ACM Conference on Security & Privacy in Wireless and Mobile Networks, GERMANY, Darmstadt, 18 July 2016 - 20 July 2016, http://dx.doi.org/10.1145/2939918.2939925

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