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2023 Conference Publication Energy aware smart sensing and implementation in green air pollution monitoring systemGhosh, Sushmita, Das, Payali, Murugesh, Shakthipriya, De, Swades, Chatterjee, Shouri and Portmann, Marius (2023). Energy aware smart sensing and implementation in green air pollution monitoring system. IEEE International Conference on Communications (IEEE ICC), Rome, Italy, 28 May - 1 June 2023. New York, NY, United States: IEEE. doi: 10.1109/icc45041.2023.10279138 |
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2023 Conference Publication DOC-NAD: A hybrid deep one-class classifier for network anomaly detectionSarhan, Mohanad, Kulatilleke, Gayan, Lo, Wai Weng, Layeghy, Siamak and Portmann, Marius (2023). DOC-NAD: A hybrid deep one-class classifier for network anomaly detection. 23rd International Symposium on Cluster, Cloud and Internet Computing Workshops (CCGridW), Bangalore, India, 1 - 4 May 2023. Piscataway, NJ, United States: IEEE. doi: 10.1109/ccgridw59191.2023.00016 |
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2022 Conference Publication Network intrusion detection system in a light bulbManocchio, Liam Daly, Layeghy, Siamak and Portmann, Marius (2022). Network intrusion detection system in a light bulb. 32nd International Telecommunication Networks and Applications Conference (ITNAC), Wellington, New Zealand, 30 November- 2 December 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/itnac55475.2022.9998371 |
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2022 Conference Publication Graph neural network-based android malware classification with jumping knowledgeLo, Wai Weng, Layeghy, Siamak, Sarhan, Mohanad, Gallagher, Marcus and Portmann, Marius (2022). Graph neural network-based android malware classification with jumping knowledge. 2022 IEEE Conference on Dependable and Secure Computing (DSC), Edinburgh, United Kingdom, 22-24 June 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers . doi: 10.1109/dsc54232.2022.9888878 |
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2022 Conference Publication FDGATII: Fast Dynamic Graph Attention with Initial Residual and IdentityKulatilleke, Gayan K., Portmann, Marius, Ko, Ryan and Chandra, Shekhar S. (2022). FDGATII: Fast Dynamic Graph Attention with Initial Residual and Identity. 35th Australasian Joint Conference on Artificial Intelligence: AI 2022, Perth, WA Australia, 5–8 December 2022. Cham, Switzerland: Springer. doi: 10.1007/978-3-031-22695-3_6 |
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2022 Conference Publication E-GraphSAGE: a graph neural network based intrusion detection system for IoTLo, Wai Weng, Layeghy, Siamak, Sarhan, Mohanad, Gallagher, Marcus and Portmann, Marius (2022). E-GraphSAGE: a graph neural network based intrusion detection system for IoT. NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium, Budapest, Hungary, 25-29 April 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers . doi: 10.1109/noms54207.2022.9789878 |
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2021 Conference Publication FlowGAN - Synthetic Network Flow Generation using Generative Adversarial NetworksManocchio, Liam Daly, Layeghy, Siamak and Portmann, Marius (2021). FlowGAN - Synthetic Network Flow Generation using Generative Adversarial Networks. International Conference on Computational Science and Engineering (CSE), Shenyang, China, 20-22 October 2021. Piscataway, NJ, United States: IEEE. doi: 10.1109/cse53436.2021.00033 |
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2021 Conference Publication SolAR: energy positive human activity recognition using solar cellsSandhu, Muhammad Moid, Khalifa, Sara, Geissdoerfer, Kai, Jurdak, Raja and Portmann, Marius (2021). SolAR: energy positive human activity recognition using solar cells. 2021 IEEE International Conference on Pervasive Computing and Communications (PerCom), Kassel, Germany, 22-26 March 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers . doi: 10.1109/PERCOM50583.2021.9439128 |
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2021 Conference Publication Scaling Spectrogram Data Representation for Deep Learning on Edge TPUHosseininoorbin, Seyedehfaezeh, Layeghy, Siamak, Kusy, Brano, Jurdak, Raja and Portmann, Marius (2021). Scaling Spectrogram Data Representation for Deep Learning on Edge TPU. 2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), Kassel, Germany, 22-26 March 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers Inc.. doi: 10.1109/PerComWorkshops51409.2021.9431041 |
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2021 Conference Publication NetFlow datasets for machine learning-based network intrusion detection systemsSarhan, Mohanad, Layeghy, Siamak, Moustafa, Nour and Portmann, Marius (2021). NetFlow datasets for machine learning-based network intrusion detection systems. 10th EAI International Conference, BDTA 2020 and 13th EAI International Conference on Wireless Internet, WiCON 2020, Virtual Event, 11 December 2020. Cham, Switzerland: Springer Science and Business Media Deutschland GmbH. doi: 10.1007/978-3-030-72802-1_9 |
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2020 Conference Publication Towards optimal kinetic energy harvesting for the batteryless IoTSandhu, Muhammad Moid, Geissdoerfer, Kai, Khalifa, Sara, Jurdak, Raja, Portmann, Marius and Kusy, Brano (2020). Towards optimal kinetic energy harvesting for the batteryless IoT. 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, Austin, TX, United States, 23-27 March 2020. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/PerComWorkshops48775.2020.9156195 |
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2020 Conference Publication Towards energy positive sensing using kinetic energy harvestersSandhu, Muhammad Moid, Geissdoerfer, Kai, Khalifa, Sara, Jurdak, Raja, Portmann, Marius and Kusy, Brano (2020). Towards energy positive sensing using kinetic energy harvesters. 2020 IEEE International Conference on Pervasive Computing and Communications, Austin, TX, United States, 23 - 27 March 2020. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/PerCom45495.2020.9127356 |
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2019 Conference Publication R2Lab testbed evaluation for wireless mesh network experimentsPakzad, Farzaneh, Portmann, Marius, Turletti, Thierry, Parmentelat, Thierry, Mahfoudi, Mohamed Naoufal and Dabbous, Walid (2019). R2Lab testbed evaluation for wireless mesh network experiments. 28th International Telecommunication Networks and Applications Conference, ITNAC 2018, Sydney, NSW Australia, 21-23 November 2018. New York, NY USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/ATNAC.2018.8615202 |
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2019 Conference Publication A model for reliable uplink transmissions in LoRaWANKhan, Furqan Hameed, Jurdak, Raja and Portmann, Marius (2019). A model for reliable uplink transmissions in LoRaWAN. 15th Annual International Conference on Distributed Computing in Sensor Systems (DCOSS 2019), Santorini Island, Greece, 29-31 May 2019. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/DCOSS.2019.00042 |
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2019 Conference Publication Enhancing quality of experience of VoIP traffic in SDN based end-hostsAl-Najjar, Anees, Layeghy, Siamak, Portmann, Marius and Indulska, Jadwiga (2019). Enhancing quality of experience of VoIP traffic in SDN based end-hosts. 28th International Telecommunication Networks and Applications Conference, ITNAC 2018, Sydney, NSW Australia, 21-23 November 2018. New York, NY USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/ATNAC.2018.8615286 |
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2019 Conference Publication Experimental evaluation of LoRaWAN in NS-3Khan, Furqan Hameed and Portmann, Marius (2019). Experimental evaluation of LoRaWAN in NS-3. 28th International Telecommunication Networks and Applications Conference, ITNAC 2018, Sydney, NSW, 21-23 November 2018. New York, NY USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/ATNAC.2018.8615313 |
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2017 Conference Publication A system-level architecture for software-defined LTE networksKhan, Furqan H. and Portmann, Marius (2017). A system-level architecture for software-defined LTE networks. 10th International Conference on Signal Processing and Communication Systems, ICSPCS 2016, Surfers Paradise, QLD, Australia, 19 - 21 December 2016. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICSPCS.2016.7843360 |
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2017 Conference Publication Flow-based load balancing of web traffic using OpenFlowAl-Najjar, Anees, Teed, Samuel, Indulska, Jadwiga and Portmann, Marius (2017). Flow-based load balancing of web traffic using OpenFlow. 27th International Telecommunication Networks and Applications Conference (ITNAC), Melbourne, Australia, 22-14 November 2017. Piscataway, NJ, United States: IEEE. doi: 10.1109/ATNAC.2017.8215411 |
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2017 Conference Publication Evaluation of Mininet-WiFi integration via ns-3Pakzad, Farzaneh, Layeghy, Siamak and Portmann, Marius (2017). Evaluation of Mininet-WiFi integration via ns-3. 26th International Telecommunication Networks and Applications Conference, ITNAC 2016, Dunedin, New Zealand, 7 - 9 December 2016. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ATNAC.2016.7878816 |
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2017 Conference Publication Backhaul, QoS, and Channel-aware Load balancing Optimization in SDN-based LTE NetworksKhan, Furqan and Portmann, Marius (2017). Backhaul, QoS, and Channel-aware Load balancing Optimization in SDN-based LTE Networks. 11th International Conference on Signal Processing and Communication Systems (ICSPCS), Gold Coast, QLD, Australia, 13-15 December 2017. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICSPCS.2017.8270500 |
