Hassan Habibi Gharakheili

Proceedings of the 25th IEEE International Symposium on a World of Wireless, 2025

2024

Efficient IoT Traffic Inference: From Multi-view Classification to Progressive Monitoring.

[BibT_eX]

[DOI]

Arman Pashamokhtari

ACM Trans. Internet Things, February, 2024

Unveiling Behavioral Transparency of Protocols Communicated by IoT Networked Assets (Full Version).

[BibT_eX]

[DOI]

Savindu Wannigama

CoRR, 2024

A Survey on Enterprise Network Security: Asset Behavioral Monitoring and Distributed Attack Detection.

[BibT_eX]

[DOI]

IEEE Access, 2024

Poster: Understanding and Managing Changes in IoT Device Behaviors for Reliable Network Traffic Inference.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2024 Conference: Posters and Demos, 2024

Quantification Over Time.

[BibT_eX]

[DOI]

Feiyu Li

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Realizing Open and Decentralized Marketplace for Exchanging Data of Expected IoT Behaviors.

[BibT_eX]

[DOI]

Song Guo

Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

UAV Operation Time Minimization for Wireless-Powered Data Collection.

[BibT_eX]

[DOI]

Yijia Zhang

Deepak Mishra

Derrick Wing Kwan Ng

Proceedings of the IEEE International Conference on Acoustics, 2024

Secure Energy Efficiency Fairness Maximization in Backscatter Throughput Constrained UAV-Assisted Data Collection.

[BibT_eX]

[DOI]

Jiawang Zeng

Deepak Mishra

Aruna Seneviratne

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Enterprise DNS Asset Mapping and Cyber-Health Tracking via Passive Traffic Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., September, 2023

Dynamic Inference From IoT Traffic Flows Under Concept Drifts in Residential ISP Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., September, 2023

PEDDA: Practical and Effective Detection of Distributed Attacks on enterprise networks via progressive multi-stage inference.

[BibT_eX]

[DOI]

Comput. Networks, September, 2023

Combining Stochastic and Deterministic Modeling of IPFIX Records to Infer Connected IoT Devices in Residential ISP Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2023

A Survey on DNS Encryption: Current Development, Malware Misuse, and Inference Techniques.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2023

Detecting Anomalous Microflows in IoT Volumetric Attacks via Dynamic Monitoring of MUD Activity.

[BibT_eX]

[DOI]

Theophilus A. Benson

CoRR, 2023

Quantifying and Managing Impacts of Concept Drifts on IoT Traffic Inference in Residential ISP Networks.

[BibT_eX]

[DOI]

CoRR, 2023

Programmable Active Scans Controlled by Passive Traffic Inference for IoT Asset Characterization.

[BibT_eX]

[DOI]

Hugo Sullivan

Proceedings of the NOMS 2023, 2023

Exploring the Reliability of IoT Packet Classifiers: An Experimental Study.

[BibT_eX]

[DOI]

Aleksandar Pasquini

Rajesh Vasa

Irini Logothetis

Minh Tran

Alexander Chambers

Proceedings of the IEEE Globecom Workshops 2023, 2023

2022

Loading Manufacturer Usage Description (MUD) URLs from QR Codes.

[BibT_eX]

[DOI]

Michael Richardson

Jacques Latour

RFC, May, 2022

Automatic Detection of DGA-Enabled Malware Using SDN and Traffic Behavioral Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2022

Verifying and Monitoring IoTs Network Behavior Using MUD Profiles.

[BibT_eX]

[DOI]

Dinesha Ranathunga

Theophilus A. Benson

Matthew Roughan

IEEE Trans. Dependable Secur. Comput., 2022

Estimating Passenger Queue for Bus Resource Optimization Using LoRaWAN-Enabled Ultrasonic Sensors.

[BibT_eX]

[DOI]

IEEE Syst. J., 2022

Monetizing Parking IoT Data via Demand Prediction and Optimal Space Sharing.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Understanding and Reducing HVAC Power Consumption Post-Evacuation Events in Commercial Buildings.

[BibT_eX]

[DOI]

Iresha Pasquel Mohottige

IEEE Internet Things J., 2022

Combining Device Behavioral Models and Building Schema for Cybersecurity of Large-Scale IoT Infrastructure.

[BibT_eX]

[DOI]

Trevor Pering

IEEE Internet Things J., 2022

Analyzing Enterprise DNS Traffic to Classify Assets and Track Cyber-Health.

[BibT_eX]

[DOI]

CoRR, 2022

AdIoTack: Quantifying and refining resilience of decision tree ensemble inference models against adversarial volumetric attacks on IoT networks.

[BibT_eX]

[DOI]

Arman Pashamokhtari

Comput. Secur., 2022

Classifying and tracking enterprise assets via dual-grained network behavioral analysis.

[BibT_eX]

[DOI]

Comput. Networks, 2022

PicP-MUD: Profiling Information Content of Payloads in MUD Flows for IoT Devices.

[BibT_eX]

[DOI]

Arman Pashamokhtari

Proceedings of the 23rd IEEE International Symposium on a World of Wireless, 2022

Classifying Time-Series of IoT Flow Activity using Deep Learning and Intransitive Features.

[BibT_eX]

[DOI]

Daravichet Tin

Maryam Shahpasand

Proceedings of the 14th International Conference on Software, 2022

Know Thy Lag: In-Network Game Detection and Latency Measurement.

[BibT_eX]

[DOI]

Proceedings of the Passive and Active Measurement - 23rd International Conference, 2022

Learning-Based Detection of Malicious Hosts by Analyzing Non-Existent DNS Responses.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

2021

Hierarchical Anomaly-Based Detection of Distributed DNS Attacks on Enterprise Networks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2021

Optimal Witnessing of Healthcare IoT Data Using Blockchain Logging Contract.

[BibT_eX]

[DOI]

Mohammad Hossein Chinaei

IEEE Internet Things J., 2021

Modeling Live Video Streaming: Real-Time Classification, QoE Inference, and Field Evaluation.

[BibT_eX]

[DOI]

Alex Mathai

CoRR, 2021

Modeling Classroom Occupancy using Data of WiFi Infrastructure in a University Campus.

[BibT_eX]

[DOI]

Iresha Pasquel Mohottige

Tim Moors

CoRR, 2021

Comparing Broadband ISP Performance using Big Data from M-Lab.

[BibT_eX]

[DOI]

Xiaohong Deng

Yun Feng

Blanca Gallego

CoRR, 2021

Inferring Connected IoT Devices from IPFIX Records in Residential ISP Networks.

[BibT_eX]

[DOI]

Proceedings of the 46th IEEE Conference on Local Computer Networks, 2021

ReCLive: Real-Time Classification and QoE Inference of Live Video Streaming Services.

[BibT_eX]

[DOI]

Alex Mathai

Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021

PARVP: passively assessing risk of vulnerable passwords for HTTP authentication in networked cameras.

[BibT_eX]

[DOI]

Jay Anand

Proceedings of the DAI-SNAC@CoNEXT 2021: Proceedings of the 2021 Workshop on Descriptive Approaches to IoT Security, 2021

2020

Managing IoT Cyber-Security Using Programmable Telemetry and Machine Learning.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2020

Monitoring Enterprise DNS Queries for Detecting Data Exfiltration From Internal Hosts.

[BibT_eX]

[DOI]

Qasim Raza

IEEE Trans. Netw. Serv. Manag., 2020

Detecting Behavioral Change of IoT Devices Using Clustering-Based Network Traffic Modeling.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

IoT Network Security: Requirements, Threats, and Countermeasures.

[BibT_eX]

[DOI]

CoRR, 2020

HazeDose: Design and Analysis of a Personal Air Pollution Inhaled Dose Estimation System using Wearable Sensors.

[BibT_eX]

[DOI]

Ke Hu

Ashfaqur Rahman

CoRR, 2020

Evaluating Emergency Evacuation Events Using Building WiFi Data.

[BibT_eX]

[DOI]

Iresha Pasquel Mohottige

Proceedings of the Fifth IEEE/ACM International Conference on Internet-of-Things Design and Implementation, 2020

2019

Enhancing Security Management at Software-Defined Exchange Points.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2019

iTeleScope: Softwarized Network Middle-Box for Real-Time Video Telemetry and Classification.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2019

Classifying IoT Devices in Smart Environments Using Network Traffic Characteristics.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2019

Experiences With IoT and AI in a Smart Campus for Optimizing Classroom Usage.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2019

Estimating Residential Broadband Capacity using Big Data from M-Lab.

[BibT_eX]

[DOI]

Xiaohong Deng

Yun Feng

CoRR, 2019

Network-Level Security for the Internet of Things: Opportunities and Challenges.

[BibT_eX]

[DOI]

Computer, 2019

Measuring and Modeling Car Park Usage: Lessons Learned from a Campus Field-Trial.

[BibT_eX]

[DOI]

Gary Chen

Proceedings of the 20th IEEE International Symposium on "A World of Wireless, 2019

Inferring Netflix User Experience from Broadband Network Measurement.

[BibT_eX]

[DOI]

Proceedings of the Network Traffic Measurement and Analysis Conference, 2019

OpenTD: Open Traffic Differentiation in a Post-Neutral World.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM Symposium on SDN Research, 2019

Detecting Volumetric Attacks on loT Devices via SDN-Based Monitoring of MUD Activity.

[BibT_eX]

[DOI]

Theophilus A. Benson

Proceedings of the 2019 ACM Symposium on SDN Research, 2019

Assisting Delay and Bandwidth Sensitive Applications in a Self-Driving Network.

[BibT_eX]

[DOI]

Proceedings of the 2019 Workshop on Network Meets AI & ML, 2019

Mapping an Enterprise Network by Analyzing DNS Traffic.

[BibT_eX]

[DOI]

Proceedings of the Passive and Active Measurement - 20th International Conference, 2019

Inferring IoT Device Types from Network Behavior Using Unsupervised Clustering.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE Conference on Local Computer Networks, 2019

Modeling and Monitoring Wi-Fi Calling Traffic in Enterprise Networks Using Machine Learning.

[BibT_eX]

[DOI]

Santosh Patil

Byju Pularikkal

Proceedings of the 44th IEEE Conference on Local Computer Networks, 2019

Demo Abstract: A Tool to Detect and Visualize Malicious DNS Queries for Enterprise Networks.

[BibT_eX]

[DOI]

Qasim Raza

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2019

Real-Time Detection of DNS Exfiltration and Tunneling from Enterprise Networks.

[BibT_eX]

[DOI]

Qasim Raza

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2019

2018

Smart IoT Devices in the Home: Security and Privacy Implications.

[BibT_eX]

[DOI]

Clinton Fernandes

Narelle Clark

Tanya Karliychuk

IEEE Technol. Soc. Mag., 2018

iTeleScope: Intelligent Video Telemetry and Classification in Real-Time using Software Defined Networking.

[BibT_eX]

[DOI]

CoRR, 2018

Clear as MUD: Generating, Validating and Applying IoT Behaviorial Profiles (Technical Report).

[BibT_eX]

[DOI]

Dinesha Ranathunga

Matthew Roughan

CoRR, 2018

Responsive high throughput congestion control for interactive applications over SDN-enabled networks.

[BibT_eX]

[DOI]

Aous Thabit Naman

Yu Wang

David Taubman

Comput. Networks, 2018

Clear as MUD: Generating, Validating and Applying IoT Behavioral Profiles.

[BibT_eX]

[DOI]

Dinesha Ranathunga

Matthew Roughan

Proceedings of the 2018 Workshop on IoT Security and Privacy, 2018

Combining MUD Policies with SDN for IoT Intrusion Detection.

[BibT_eX]

[DOI]

Proceedings of the 2018 Workshop on IoT Security and Privacy, 2018

Real-time detection, isolation and monitoring of elephant flows using commodity SDN system.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018

Data-driven monitoring and optimization of classroom usage in a smart campus.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2018

A tool to access and visualize classroom attendance data from a smart campus: demo abstract.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2018

Realizing a Smart University Campus: Vision, Architecture, and Implementation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Advanced Networks and Telecommunications Systems, 2018

2017

Enabling Fast and Slow Lanes for Content Providers Using Software Defined Networking.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2017

Quantifying the reflective DDoS attack capability of household IoT devices.

[BibT_eX]

[DOI]

Daniel Sherratt

Adam Radford

Proceedings of the 10th ACM Conference on Security and Privacy in Wireless and Mobile Networks, 2017

Characterizing and classifying IoT traffic in smart cities and campuses.

[BibT_eX]

[DOI]

Daniel Sherratt

Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

Cloud assisted home networks.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Cloud-Assisted Networking, 2017

Systematically Evaluating Security and Privacy for Consumer IoT Devices.

[BibT_eX]

[DOI]

Franco Loi

Adam Radford

Proceedings of the 2017 Workshop on Internet of Things Security and Privacy, 2017

Enhancing visibility into home networks using SDN.

[BibT_eX]

[DOI]

Prithvi Sriram

Veera Raghava Datla

Proceedings of the 2017 IEEE International Conference on Advanced Networks and Telecommunications Systems, 2017

Experimental evaluation of cybersecurity threats to the smart-home.

[BibT_eX]

[DOI]

Franco Loi

Proceedings of the 2017 IEEE International Conference on Advanced Networks and Telecommunications Systems, 2017

2016

SDN APIs and Models for Two-Sided Resource Management in Broadband Access Networks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2016

An economic model for a new broadband ecosystem based on fast and slow lanes.

[BibT_eX]

[DOI]

IEEE Netw., 2016

Perspectives on Net Neutrality and Internet Fast-Lanes.

[BibT_eX]

[DOI]

Comput. Commun. Rev., 2016

TeleScope: Flow-Level Video Telemetry Using SDN.

[BibT_eX]

[DOI]

Yu Wang

Chayut Orapinpatipat

Proceedings of the Fifth European Workshop on Software-Defined Networks, 2016

Managing home routers from the cloud using Software Defined Networking.

[BibT_eX]

[DOI]

Luke Exton

Proceedings of the 13th IEEE Annual Consumer Communications & Networking Conference, 2016

Low-cost flow-based security solutions for smart-home IoT devices.

[BibT_eX]

[DOI]

Daniel Sherratt

Proceedings of the 2016 IEEE International Conference on Advanced Networks and Telecommunications Systems, 2016

2015

Broadband Fast Lanes and Slow Lanes Powered by Software Defined Networking.

[BibT_eX]

[DOI]

PhD thesis, 2015

Comparing edge and host traffic pacing in small buffer networks.

[BibT_eX]

[DOI]

Comput. Networks, 2015

Network-level security and privacy control for smart-home IoT devices.

[BibT_eX]

[DOI]

Roksana Boreli

Olivier Mehani

Proceedings of the 11th IEEE International Conference on Wireless and Mobile Computing, 2015

Broadband fast-lanes with two-sided control: Design, evaluation, and economics.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Symposium on Quality of Service, 2015

Third-party customization of residential Internet sharing using SDN.

[BibT_eX]

[DOI]

Proceedings of the International Telecommunication Networks and Applications Conference, 2015

Pricing user-sanctioned dynamic fast-lanes driven by content providers.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

2014

Personalizing the home network experience using cloud-based SDN.

[BibT_eX]

[DOI]

Jacob Bass

Luke Exton

Proceedings of the Proceeding of IEEE International Symposium on a World of Wireless, 2014

An experimental study of security and privacy risks with emerging household appliances.

[BibT_eX]

[DOI]

Sukhvir Notra

Muhammad Siddiqi

Roksana Boreli

Proceedings of the IEEE Conference on Communications and Network Security, 2014

2013

Edge versus host pacing of TCP traffic in small buffer networks.

[BibT_eX]

[DOI]

Proceedings of the IFIP Networking Conference, 2013, Brooklyn, 2013

Virtualizing the access network via open APIs.

[BibT_eX]

[DOI]

Tim Moors

Dennis Ong

John Matthews

Proceedings of the Conference on emerging Networking Experiments and Technologies, 2013

Virtualizing national broadband access infrastructure.

[BibT_eX]

[DOI]

Proceedings of the 2013 workshop on Student workhop, 2013

User control of quality of experience in home networks using SDN.

[BibT_eX]

[DOI]