Dr Portmann's research interests are in the area of Computer Networks and Information Security.
Dr Portmann received his PhD in Electrical Engineering from the Swiss Federal Institute of Technology (ETH) in Zurich in 2003. His research interests are in overlay and Peer-to-peer networks and network security.
Employment History:
2013 - present Associate Professor ITEE/UQ
2009 – 2013 Senior Lecturer ITEE/UQ
2004 – 2008 Lecturer ITEE/UQ
2003 – 2004 Research Manager, School of Electrical Engineering and Telecommunications, UNSW
2002 – 2003 Senior Research Officer, School of Electrical Engineering and Telecommunications, UNSW
Journal Article: Automatically monitoring environmental performance in tourism – The example of plate waste at all-you-can-eat buffets
Dolnicar, Sara, Gray, Angus, Grün, Bettina, Li, Hongwei and Portmann, Marius (2023). Automatically monitoring environmental performance in tourism – The example of plate waste at all-you-can-eat buffets. Annals of Tourism Research Empirical Insights, 4 (2) 100100, 1-3. doi: 10.1016/j.annale.2023.100100
Journal Article: Exploring Edge TPU for Network Intrusion Detection in IoT
Hosseininoorbin, Seyedehfaezeh, Layeghy, Siamak, Sarhan, Mohanad, Jurdak, Raja and Portmann, Marius (2023). Exploring Edge TPU for Network Intrusion Detection in IoT. Journal of Parallel and Distributed Computing, 179 104712, 1-11. doi: 10.1016/j.jpdc.2023.05.001
Journal Article: HARBIC: Human activity recognition using bi-stream convolutional neural network with dual joint time-frequency representation
Hosseininoorbin, Seyedehfaezeh, Layeghy, Siamak, Kusy, Brano, Jurdak, Raja and Portmann, Marius (2023). HARBIC: Human activity recognition using bi-stream convolutional neural network with dual joint time-frequency representation. Internet of Things, 22 100816, 1-17. doi: 10.1016/j.iot.2023.100816
Blockchain-based Event Ticketing System
(2022–2023) Innovation Connections
Reducing plate waste in hotels - which interventions are most effective?
(2021–2024) ARC Linkage Projects
Machine Learning for Automated Network Anomaly Detection, Cyber Security and Analysis - Phase II
(2019) Innovation Connections
The Detection of Network Cyber Attacks Using Machine Learning
Doctor Philosophy
Deep Learning at the Edge: Exploring in-situ Classification in IoT
(2023) Doctor Philosophy
Graph Representation Learning for Cyberattack Detection and Forensics
(2023) Master Philosophy
Sandhu, Muhammad Moid, Khalifa, Sara, Portmann, Marius and Jurdak, Raja (2023). Self-Powered Internet of Things : How Energy Harvesters Can Enable Energy-Positive Sensing, Processing, and Communication. Cham: Springer International Publishing. doi: 10.1007/978-3-031-27685-9
Sandhu, Muhammad Moid, Khalifa, Sara, Portmann, Marius and Jurdak, Raja (2023). Activity Recognition in IoT. Self-Powered Internet of Things. (pp. 13-25) Cham: Springer International Publishing. doi: 10.1007/978-3-031-27685-9_2
Energy Harvester as an Information Source
Sandhu, Muhammad Moid, Khalifa, Sara, Portmann, Marius and Jurdak, Raja (2023). Energy Harvester as an Information Source. Self-Powered Internet of Things. (pp. 53-67) Cham: Springer International Publishing. doi: 10.1007/978-3-031-27685-9_4
Energy-Positive Activity Recognition: Future Directions
Sandhu, Muhammad Moid, Khalifa, Sara, Portmann, Marius and Jurdak, Raja (2023). Energy-Positive Activity Recognition: Future Directions. Self-Powered Internet of Things. (pp. 145-151) Cham: Springer International Publishing. doi: 10.1007/978-3-031-27685-9_8
Fusion-Based Activity Recognition
Sandhu, Muhammad Moid, Khalifa, Sara, Portmann, Marius and Jurdak, Raja (2023). Fusion-Based Activity Recognition. Self-Powered Internet of Things. (pp. 119-144) Cham: Springer International Publishing. doi: 10.1007/978-3-031-27685-9_7
Sandhu, Muhammad Moid, Khalifa, Sara, Portmann, Marius and Jurdak, Raja (2023). Introduction. Self-Powered Internet of Things. (pp. 3-12) Cham: Springer International Publishing. doi: 10.1007/978-3-031-27685-9_1
Simultaneous Sensing and Energy Harvesting
Sandhu, Muhammad Moid, Khalifa, Sara, Portmann, Marius and Jurdak, Raja (2023). Simultaneous Sensing and Energy Harvesting. Self-Powered Internet of Things. (pp. 71-93) Cham: Springer International Publishing. doi: 10.1007/978-3-031-27685-9_5
Solar Cell Based Activity Recognition
Sandhu, Muhammad Moid, Khalifa, Sara, Portmann, Marius and Jurdak, Raja (2023). Solar Cell Based Activity Recognition. Self-Powered Internet of Things. (pp. 95-117) Cham: Springer International Publishing. doi: 10.1007/978-3-031-27685-9_6
Using Ambient Energy to Power IoT Sensors
Sandhu, Muhammad Moid, Khalifa, Sara, Portmann, Marius and Jurdak, Raja (2023). Using Ambient Energy to Power IoT Sensors. Self-Powered Internet of Things. (pp. 29-51) Cham: Springer International Publishing. doi: 10.1007/978-3-031-27685-9_3
SCOR: a constraint programming approach to software defined networking
Layeghy, Siamak and Portmann, Marius (2022). SCOR: a constraint programming approach to software defined networking. Horizons in computer science research. Volume 22. (pp. 141-191) edited by Thomas S. Clary. New York, NY United States: Nova Science Publishers.
Quality of service provisioning in wireless mobile ad hoc networks: Current state of the art
Marwaha, Shivanajay, Indulska, Jadwiga and Portmann, Marius (2010). Quality of service provisioning in wireless mobile ad hoc networks: Current state of the art. Intelligent quality of service technologies and network management: Models for enhancing communication. (pp. 75-94) edited by Pattarasinee Bhattarakosol. Hershey, PA, United States: Information Science Reference. doi: 10.4018/978-1-61520-791-6.ch005
Securing route and path integrity in multihop wireless networks
Glass, Stephen, Portmann, Marius and Muthukkumarasamy, Vallipuram (2010). Securing route and path integrity in multihop wireless networks. Security of self-organizing networks: MANET, WSN, WMN, VANET. (pp. 25-43) edited by Al-Sakib Khan Pathan. Boca Raton, FL, U.S.: CRC Press Taylor & Francis Group.
Wireless Mesh Networks for Public Safety and Disaster Recovery Applications
Portmann, Marius and Pirzada, Asad Amir (2007). Wireless Mesh Networks for Public Safety and Disaster Recovery Applications. Wireless Mesh Networking: Architectures, Protocols and Standards. (pp. 545-576) edited by Zhang, Y., Luo, J. and Hu, H.. New York, USA: Taylor & Francis.
Peer-to-peer Networks - Promises and Challenges
Portmann, M, Ardon, and Senac, (2006). Peer-to-peer Networks - Promises and Challenges. Ambient Intelligence, Wireless Networking, and Ubiquitous Computing. (pp. 143-166) edited by A. Vasilakos and W. Pedrycz. Norwood, MA, USA: Artech House Publishers.
Dolnicar, Sara, Gray, Angus, Grün, Bettina, Li, Hongwei and Portmann, Marius (2023). Automatically monitoring environmental performance in tourism – The example of plate waste at all-you-can-eat buffets. Annals of Tourism Research Empirical Insights, 4 (2) 100100, 1-3. doi: 10.1016/j.annale.2023.100100
Exploring Edge TPU for Network Intrusion Detection in IoT
Hosseininoorbin, Seyedehfaezeh, Layeghy, Siamak, Sarhan, Mohanad, Jurdak, Raja and Portmann, Marius (2023). Exploring Edge TPU for Network Intrusion Detection in IoT. Journal of Parallel and Distributed Computing, 179 104712, 1-11. doi: 10.1016/j.jpdc.2023.05.001
Hosseininoorbin, Seyedehfaezeh, Layeghy, Siamak, Kusy, Brano, Jurdak, Raja and Portmann, Marius (2023). HARBIC: Human activity recognition using bi-stream convolutional neural network with dual joint time-frequency representation. Internet of Things, 22 100816, 1-17. doi: 10.1016/j.iot.2023.100816
XG-BoT: an explainable deep graph neural network for botnet detection and forensics
Lo, Wai Weng, Kulatilleke, Gayan, Sarhan, Mohanad, Layeghy, Siamak and Portmann, Marius (2023). XG-BoT: an explainable deep graph neural network for botnet detection and forensics. Internet of Things, 22 100747, 100747. doi: 10.1016/j.iot.2023.100747
Light-Weight ML Aided Autonomous IoT Networks
Ghosh, Sushmita, Mandal, Akash Kumar, De, Swades, Chatterjee, Shouri and Portmann, Marius (2023). Light-Weight ML Aided Autonomous IoT Networks. IEEE Communications Magazine, 61 (6), 51-57. doi: 10.1109/mcom.001.2200539
DI-NIDS: domain invariant network intrusion detection system
Layeghy, Siamak, Baktashmotlagh, Mahsa and Portmann, Marius (2023). DI-NIDS: domain invariant network intrusion detection system. Knowledge-Based Systems, 273 110626, 110626. doi: 10.1016/j.knosys.2023.110626
Explainable cross-domain evaluation of ML-based network intrusion detection systems
Layeghy, Siamak and Portmann, Marius (2023). Explainable cross-domain evaluation of ML-based network intrusion detection systems. Computers and Electrical Engineering, 108 108692, 1-15. doi: 10.1016/j.compeleceng.2023.108692
From zero-shot machine learning to zero-day attack detection
Sarhan, Mohanad, Layeghy, Siamak, Gallagher, Marcus and Portmann, Marius (2023). From zero-shot machine learning to zero-day attack detection. International Journal of Information Security, 22 (4), 947-959. doi: 10.1007/s10207-023-00676-0
Inspection-L: self-supervised GNN node embeddings for money laundering detection in bitcoin
Lo, Wai Weng, Kulatilleke, Gayan K., Sarhan, Mohanad, Layeghy, Siamak and Portmann, Marius (2023). Inspection-L: self-supervised GNN node embeddings for money laundering detection in bitcoin. Applied Intelligence, 53 (16), 1-12. doi: 10.1007/s10489-023-04504-9
Exploring Edge TPU for deep feed-forward neural networks
Hosseininoorbin, Seyedehfaezeh, Layeghy, Siamak, Kusy, Brano, Jurdak, Raja and Portmann, Marius (2023). Exploring Edge TPU for deep feed-forward neural networks. Internet of Things, 22 100749, 100749. doi: 10.1016/j.iot.2023.100749
FusedAR: Energy-Positive Human Activity Recognition using Kinetic and Solar Signal Fusion
Sandhu, Muhammad Moid, Khalifa, Sara, Geissdoerfer, Kai, Jurdak, Raja, Portmann, Marius and Kusy, Brano (2023). FusedAR: Energy-Positive Human Activity Recognition using Kinetic and Solar Signal Fusion. IEEE Sensors Journal, 23 (11), 1-1. doi: 10.1109/jsen.2023.3268687
Anomal-E: A self-supervised network intrusion detection system based on graph neural networks
Caville, Evan, Lo, Wai Weng, Layeghy, Siamak and Portmann, Marius (2022). Anomal-E: A self-supervised network intrusion detection system based on graph neural networks. Knowledge-Based Systems, 258 110030, 1-11. doi: 10.1016/j.knosys.2022.110030
Sarhan, Mohanad, Layeghy, Siamak and Portmann, Marius (2022). Evaluating Standard Feature Sets Towards Increased Generalisability and Explainability of ML-Based Network Intrusion Detection. Big Data Research, 30 100359, 1-9. doi: 10.1016/j.bdr.2022.100359
Cyber threat intelligence sharing scheme based on federated learning for network intrusion detection
Sarhan, Mohanad, Layeghy, Siamak, Moustafa, Nour and Portmann, Marius (2022). Cyber threat intelligence sharing scheme based on federated learning for network intrusion detection. Journal of Network and Systems Management, 31 (1) 3. doi: 10.1007/s10922-022-09691-3
Sarhan, Mohanad, Lo, Wai Weng, Layeghy, Siamak and Portmann, Marius (2022). HBFL: a hierarchical blockchain-based federated learning framework for collaborative IoT intrusion detection. Computers and Electrical Engineering, 103 108379, 1-17. doi: 10.1016/j.compeleceng.2022.108379
Feature extraction for machine learning-based intrusion detection in IoT networks
Sarhan, Mohanad, Layeghy, Siamak, Moustafa, Nour, Gallagher, Marcus and Portmann, Marius (2022). Feature extraction for machine learning-based intrusion detection in IoT networks. Digital Communications and Networks. doi: 10.1016/j.dcan.2022.08.012
Local reference free in-field calibration of low cost air pollution monitoring sensors
Ghosh, Sushmita, Das, Payali, De, Swades, Chatterjee, Shouri and Portmann, Marius (2022). Local reference free in-field calibration of low cost air pollution monitoring sensors. IEEE Transactions on Instrumentation and Measurement, 71, 1-13. doi: 10.1109/tim.2022.3203446
Edge intelligence framework for data-driven dynamic priority sensing and transmission
Ghosh, Sushmita, De, Swades, Chatterjee, Shouri and Portmann, Marius (2021). Edge intelligence framework for data-driven dynamic priority sensing and transmission. IEEE Transactions on Green Communications and Networking, 6 (1), 376-390. doi: 10.1109/TGCN.2021.3136139
Towards a standard feature set for network intrusion detection system datasets
Sarhan, Mohanad, Layeghy, Siamak and Portmann, Marius (2021). Towards a standard feature set for network intrusion detection system datasets. Mobile Networks and Applications, 27 (1), 357-370. doi: 10.1007/s11036-021-01843-0
Task scheduling for energy harvesting-based IoT: a survey and critical analysis
Sandhu, Muhammad Moid, Khalifa, Sara, Jurdak, Raja and Portmann, Marius (2021). Task scheduling for energy harvesting-based IoT: a survey and critical analysis. IEEE Internet of Things Journal, 8 (18) 9446528, 13825-13848. doi: 10.1109/JIOT.2021.3086186
Deep learning-based cattle behaviour classification using joint time-frequency data representation
Hosseininoorbin, Seyedehfaezeh, Layeghy, Siamak, Kusy, Brano, Jurdak, Raja, Bishop-Hurley, Greg J., Greenwood, Paul L and Portmann, Marius (2021). Deep learning-based cattle behaviour classification using joint time-frequency data representation. Computers and Electronics in Agriculture, 187 106241, 106241. doi: 10.1016/j.compag.2021.106241
Learning-based adaptive sensor selection framework for multi-sensing WSN
Ghosh, Sushmita, De, Swades, Chatterjee, Shouri and Portmann, Marius (2021). Learning-based adaptive sensor selection framework for multi-sensing WSN. IEEE Sensors Journal, 21 (12), 13551-13563. doi: 10.1109/jsen.2021.3069264
P-SCOR: integration of constraint programming orchestration and programmable data plane
Melis, Andrea, Layeghy, Siamak, Berardi, Davide, Portmann, Marius, Prandini, Marco and Callegati, Franco (2020). P-SCOR: integration of constraint programming orchestration and programmable data plane. IEEE Transactions on Network and Service Management, 18 (1) 9311177, 1-1. doi: 10.1109/tnsm.2020.3048277
Network traffic control for multi-homed end-hosts via SDN
Al-Najjar, Anees, Khan, Furqan Hameed and Portmann, Marius (2020). Network traffic control for multi-homed end-hosts via SDN. IET Communications, 14 (19), 3312-3323. doi: 10.1049/iet-com.2020.0335
Joint QoS-control and handover optimization in backhaul aware SDN-based LTE networks
Khan, Furqan Hameed and Portmann, Marius (2020). Joint QoS-control and handover optimization in backhaul aware SDN-based LTE networks. Wireless Networks, 26 (4), 2707-2729. doi: 10.1007/s11276-019-02021-7
MAC-layer rate control for 802.11 networks: a survey
Yin, Wei, Hu, Peizhao, Indulska, Jadwiga, Portmann, Marius and Mao, Ying (2020). MAC-layer rate control for 802.11 networks: a survey. Wireless Networks, 26 (5), 3793-3830. doi: 10.1007/s11276-020-02295-2
The (In)Security of Virtualization in Software Defined Networks
Alharbi, Talal and Portmann, Marius (2019). The (In)Security of Virtualization in Software Defined Networks. IEEE Access, 7 8718586, 66584-66594. doi: 10.1109/ACCESS.2019.2918101
Flow-level load balancing of HTTP traffic using open flow
Al-Najjar, Anees, Layeghy, Siamak, Portmann, Marius and Indulska, Jadwiga (2018). Flow-level load balancing of HTTP traffic using open flow. Australian Journal of Telecommunications and the Digital Economy, 6 (4), 75-95. doi: 10.18080/ajtde.v6n4.166
A new QoS routing northbound interface for SDN
Layeghy, Siamak, Pakzad, Farzaneh and Portmann, Marius (2017). A new QoS routing northbound interface for SDN. Australian Journal of Telecommunications and the Digital Economy, 5 (1), 92-115. doi: 10.18080/ajtde.v5n1.91
An efficient hybrid MANET-DTN routing scheme for OLSR
Azzuhri, Saaidal Razalli, Ahmad, Harith, Portmann, Marius, Ahmedy, Ismail and Pathak, Ranjana (2016). An efficient hybrid MANET-DTN routing scheme for OLSR. Wireless Personal Communications, 89 (4), 1335-1354. doi: 10.1007/s11277-016-3323-8
Modelling and verifying the AODV routing protocol
van Glabbeek, Rob, Hofner, Peter, Portmann, Marius and Tan, Wee Lum (2016). Modelling and verifying the AODV routing protocol. Distributed Computing, 29 (4), 279-315. doi: 10.1007/s00446-015-0262-7
Hassan, Mahbub, Portmann, Marius and Zarepour, Eisa (2016). PerCom WiP 2016: 2016 IEEE international conference on pervasive computing and communications work in progress - Welcome and committees: Welcome message - PERCOM WIP 2016. 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2016 7457019 doi: 10.1109/PERCOMW.2016.7457019
Efficient topology discovery in OpenFlow-based Software Defined Networks
Pakzad, Farzaneh, Portmann, Marius, Tan, Wee Lum and Indulska, Jadwiga (2016). Efficient topology discovery in OpenFlow-based Software Defined Networks. Computer Communications, 77, 52-61. doi: 10.1016/j.comcom.2015.09.013
Bettini, Claudio, Gruteser, Marco, Julien, Christine and Portmann, Marius (2014). Editorial. Pervasive and Mobile Computing, 10 (PART A), 1-2. doi: 10.1016/j.pmcj.2013.11.001
Smith, David B., Portmann, Marius, Tan, Wee Lum and Tushar, Wayes (2013). Multi source-destination distributed wireless networks: Pareto-efficient dynamic power control game with rapid convergence. IEEE Transactions on Vehicular Technology, Early Access, 1-11. doi: 10.1109/TVT.2013.2294019
A review of methods for preventing spam in IP telephony
Khan, Saeed Farooq, Portmann, Marius and Bergmann, Neil W. (2013). A review of methods for preventing spam in IP telephony. Modern Applied Science, 7 (7), 48-58. doi: 10.5539/mas.v7n7p48
Analytical model for approximating node throughputs in wireless mesh networks
Hunchangsith, Konglit, Bialkowski, Marek E., Portmann, Marius and Tan, Wee Lum (2012). Analytical model for approximating node throughputs in wireless mesh networks. International Journal of Communication Systems, 27 (5), 750-762. doi: 10.1002/dac.2383
Wireless mesh networks for public safety and crisis management applications
Portmann, Marius and Pirzada, Asad Amir (2011). Wireless mesh networks for public safety and crisis management applications. IEEE Engineering Management Review, 39 (4), 114-122.
MeshVision: An adaptive wireless mesh network video surveillance system
Hu, Peizhao, Tan, Wee Lum, Wishart, Ryan, Portmann, Marius and Indulska, Jadwiga (2010). MeshVision: An adaptive wireless mesh network video surveillance system. Multimedia Systems, 16 (4-5), 243-254. doi: 10.1007/s00530-010-0191-z
Tag anti-collision algorithms in RFID systems - a new trend
Alotaibi, Majid, Postula, Adam and Portmann, Marius (2009). Tag anti-collision algorithms in RFID systems - a new trend. WSEAS Transactions on Communications, 8 (12), 1216-1232.
Zhang, Daqing, Portmann, Marius, Tan, Ah-Hwee and Indulska, Jadwiga (2009). Preface. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5585 LNCS.
SafeMesh: A wireless mesh network routing protocol for incident area communications
Pirzada, Asad Amir, Portmann, Marius, Wishart, Ryan and Indulska, Jadwiga (2009). SafeMesh: A wireless mesh network routing protocol for incident area communications. Pervasive and Mobile Computing, 5 (2), 201-221. doi: 10.1016/j.pmcj.2008.11.005
AODV-HM: A Hybrid Mesh Ad-hoc On-demand Distance Vector Routing Protocol
Pirzada, Asad Ami, Portmann, Marius and Indulska, Jadwiga (2009). AODV-HM: A Hybrid Mesh Ad-hoc On-demand Distance Vector Routing Protocol. Journal of Research and Practice In Information Technology, 41 (1), 65-84.
Securing wireless mesh networks
Glass, Steve, Portmann, Marius and Muthukkumarasamy, Vallipuram (2008). Securing wireless mesh networks. IEEE Internet Computing, 12 (4), 30-36. doi: 10.1109/MIC.2008.85
Performance analysis of multi-radio AODV in hybrid wireless mesh networks
Pirzada, Asad Amir, Portmann, Marius and Indulska, Jadwiga (2008). Performance analysis of multi-radio AODV in hybrid wireless mesh networks. Computer Communications, 35 (1), 885-895. doi: 10.1016/j.comcom.2007.12.012
Wireless mesh networks for public safety and crisis management applications
Portmann, Marius and Pirzada, Asad Amir (2008). Wireless mesh networks for public safety and crisis management applications. IEEE Internet Computing, 12 (1), 18-25. doi: 10.1109/MIC.2008.25
Cost-effective broadcast for fully decentralized peer-to-peer networks
Portmann, Marius and Seneviratne, Aruna (2003). Cost-effective broadcast for fully decentralized peer-to-peer networks. Computer Communications, 26 (11), 1159-1167. doi: 10.1016/S0140-3664(02)00250-5
MARCH: A distributed content adaptation architecture
Ardon, S., Gunningberg , P., Landfeldt, B., Ismailov, Y., Portmann, M. and Seneviratne , A. (2003). MARCH: A distributed content adaptation architecture. International Journal of Communication Systems, 16 (1), 97-115. doi: 10.1002/dac.582
DOC-NAD: A hybrid deep one-class classifier for network anomaly detection
Sarhan, 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
Network intrusion detection system in a light bulb
Manocchio, 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
Graph neural network-based android malware classification with jumping knowledge
Lo, 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
E-GraphSAGE: a graph neural network based intrusion detection system for IoT
Lo, 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
FDGATII: Fast Dynamic Graph Attention with Initial Residual and Identity
Kulatilleke, 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
FlowGAN - Synthetic Network Flow Generation using Generative Adversarial Networks
Manocchio, 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
Scaling Spectrogram Data Representation for Deep Learning on Edge TPU
Hosseininoorbin, 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
SolAR: energy positive human activity recognition using solar cells
Sandhu, 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
NetFlow datasets for machine learning-based network intrusion detection systems
Sarhan, 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
Towards optimal kinetic energy harvesting for the batteryless IoT
Sandhu, 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
Towards energy positive sensing using kinetic energy harvesters
Sandhu, 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
A model for reliable uplink transmissions in LoRaWAN
Khan, 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
Enhancing quality of experience of VoIP traffic in SDN based end-hosts
Al-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
Experimental evaluation of LoRaWAN in NS-3
Khan, 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
R2Lab testbed evaluation for wireless mesh network experiments
Pakzad, 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
A system-level architecture for software-defined LTE networks
Khan, 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
Backhaul, QoS, and Channel-aware Load balancing Optimization in SDN-based LTE Networks
Khan, 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
Evaluation of Mininet-WiFi integration via ns-3
Pakzad, 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
Experimental evaluation of the impact of DoS attacks in SDN
Alharbi, Talal, Layeghy, Siamak and Portmann, Marius (2017). Experimental evaluation of the impact of DoS attacks in SDN. 27th International Telecommunication Networks and Applications Conference (ITNAC), Melbourne, Australia, 22-24 November 2017. Piscataway, NJ, United States: IEEE.
Flow-based load balancing of web traffic using OpenFlow
Al-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
Link capacity estimation in SDN-based end-hosts
Al-Najjar, Anees, Pakzad, Farzaneh, Layeghy, Siamak and Portmann, Marius (2017). Link capacity estimation in SDN-based end-hosts. 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.2016.7843372
SProxy ARP - efficient ARP handling in SDN
Alharbi, Talal and Portmann, Marius (2017). SProxy ARP - efficient ARP handling in SDN. 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.2016.7878805
Pushing SDN to the end-host, network load balancing using OpenFlow
Al-Najjar, Anees, Layeghy, Siamak and Portmann, Marius (2016). Pushing SDN to the end-host, network load balancing using OpenFlow. 13th IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2016, Sydney, NSW, Australia, 14-18 March 2016. NEW YORK: Institute of Electrical and Electronics Engineers. doi: 10.1109/PERCOMW.2016.7457129
SCOR: constraint programming based northbound interface for SDN
Layeghy, Siamak, Pakzad, Farzaneh and Portmann, Marius (2016). SCOR: constraint programming based northbound interface for SDN. International Telecommunication Networks and Applications Conference, ITNAC, Dunedin, New Zealand, 7-9 December 2016. Piscataway, NJ, United States: IEEE. doi: 10.1109/ATNAC.2016.7878788
Securing ARP in software defined networks
Alharbi, Talal, Durando, Dario, Pakzad, Farzaneh and Portmann, Marius (2016). Securing ARP in software defined networks. 41st IEEE Conference on Local Computer Networks, LCN 2016, Dubai, United Arab Emirates, 7 - 10 November 2016. Washington, DC, United States: I E E E Computer Society. doi: 10.1109/LCN.2016.83
Link capacity estimation in wireless software defined networks
Pakzad, Farzaneh, Portmann, Marius and Hayward, Jared (2015). Link capacity estimation in wireless software defined networks. 25th International Telecommunication Networks and Applications Conference, ITNAC 2015, Sydney, NSW, Australia, 18-20 November 2015. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ATNAC.2015.7366814
The (In)security of topology discovery in software defined networks
Alharbi, Talal, Portmann, Marius and Pakzad, Farzaneh (2015). The (In)security of topology discovery in software defined networks. IEEE Local Computer Networks, Clearwater Beach, FL, United States, 26-29 October 2015. Piscataway, NJ, United States: IEEE. doi: 10.1109/LCN.2015.7366363
Development of collaborative video streaming for mobile networks: from overview to prototype
Zhong, Mingyang, Indulska, Jadwiga, Peizhao, Hu, Portmann, Marius and Kumar, Mohan J. (2014). Development of collaborative video streaming for mobile networks: from overview to prototype. 2014 IEEE UIC/ATC/ScalCom Multi-Conference, Bali, Indonesia, 9-12 December 2014. Institute of Electrical and Electronics Engineers Inc.. doi: 10.1109/UIC-ATC-ScalCom.2014.87
Efficient topology discovery in software defined networks
Pakzad, Farzaneh, Portmann, Marius, Tan, Wee Lum and Indulska, Jadwiga (2014). Efficient topology discovery in software defined networks. 2014 8th International Conference on Signal Processing and Communication Systems (ICSPCS), Gold Coast, Australia, 15-17 December 2014. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICSPCS.2014.7021050
A performance study of hybrid protocols for opportunistic communications
Pathak, Ranjana, Hu, Peizhao, Indulska, Jadwiga, Portmann, Marius and Azzuhri, Saaidal (2013). A performance study of hybrid protocols for opportunistic communications. 9th IEEE International Workshop on Performance and Management of Wireless and Mobile Networks, Sydney, Australia, 21-24 October 2013. Piscataway, NJ, United States: IEEE. doi: 10.1109/LCNW.2013.6758492
Protocol for efficient opportunistic communication
Pathak, Ranjana, Hu, Peizhao, Indulska, Jadwiga and Portmann, Marius (2013). Protocol for efficient opportunistic communication. 38th Annual IEEE Conference on Local Computer Networks (LCN 2013), Sydney, Australia, 21-24 October 2013. Washington, United States: I E E E Computer Society. doi: 10.1109/LCN.2013.6761240
Sequence numbers do not guarantee loop freedom - AODV can yield routing loops
Van Glabbeek, Rob, Hofner, Peter, Tan, Wee Lum and Portmann, Marius (2013). Sequence numbers do not guarantee loop freedom - AODV can yield routing loops. 16th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, MSWiM 2013, Barcelona, Spain, 3 - 8 November 2013. New York, NY United States: ACM Press. doi: 10.1145/2507924.2507943
Specification versus reality: experimental evaluation of link capacity estimation in IEEE 802.11
Glass, Steve, Guerin, Jonathan, Hu, Peizhao, Portmann, Marius and Tan, Wee Lum (2013). Specification versus reality: experimental evaluation of link capacity estimation in IEEE 802.11. IEEE Wireless Communications and Networking Conference (WCNC), Shanghai, China, 7-10 April 2013. New York, NY, United States: I E E E Communications Society. doi: 10.1109/WCNC.2013.6554594
Stochastic local search based channel assignment in wireless mesh networks
Hankim Newton, M. A., Pham, Duc Nghia, Tan, Wee Lum, Portmann, Marius and Sattar, Abdul (2013). Stochastic local search based channel assignment in wireless mesh networks. 19th International Conference on Principles and Practice of Constraint Programming, CP 2013, Uppsala, Sweden, 16 - 20 September 2013. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-40627-0_61
Towards efficient opportunistic communications: a hybrid approach
Pathak, Ranjana, Hu, Peizhao, Indulska, Jadwiga, Portmann, Marius and Tan, Wee Lum (2013). Towards efficient opportunistic communications: a hybrid approach. 2013 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops), San Diego, United States, 18-22 March 2013. Piscataway, NJ, United States: IEEE. doi: 10.1109/PerComW.2013.6529491
Khan, Saeed Farooq, Portmann, Marius and Bergmann, Neil W. (2013). VoIP spam prevention. IEEE TrustCom-13: 12th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, Melbourne, VIC, Australia, 16-18 July, 2013. Piscataway, NJ, USA: The Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/TrustCom.2013.177
A process algebra for wireless mesh networks
Fehnker, Ansgar, van Glabbeek, Rob, Hofner, Peter, McIver, Annabelle, Portmann, Marius and Tan, Wee Lum (2012). A process algebra for wireless mesh networks. European Symposium on Programming (ESOP), Tallinn, Estonia, 24 March - 1 April 2012. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-28869-2_15
A rigorous analysis of AODV and its variants
Hoefner, Peter, van Glabbeek, Robert J., Tan, Wee Lum, Portmann, Marius, McIver, Annabelle and Fehnker, Ansgar (2012). A rigorous analysis of AODV and its variants. 15th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM '12), Paphos, Cyprus, 21-25 October 2012. New York, United States: ACM. doi: 10.1145/2387238.2387274
Automated analysis of AODV using UPPAAL
Fehnker, Ansgar, van Glabbeek, Rob, Hofner, Peter, McIver, Annabelle, Portmann, Marius and Tan, Wee Lum (2012). Automated analysis of AODV using UPPAAL. International Conference on Tools and Algorithms for the Construction and Analysis of Systems (TACAS 2012), Tallinn, Estonia, 24 March - 1 April 2012. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-28756-5_13
Evaluating the performance impact of protocol parameters on ad-hoc network routing protocols
Azzuhri, Saaidal R., Portmann, Marius and Tan, Wee Lum (2012). Evaluating the performance impact of protocol parameters on ad-hoc network routing protocols. 2012 Australasian Telecommunication Networks and Applications Conference (ATNAC 2012), Brisbane, Australia, 7-9 November 2012. New York, United States: IEEE. doi: 10.1109/ATNAC.2012.6398062
Experimental evaluation of measurement-based SINR interference models
Tan, Wee Lum, Hu, Peizhao and Portmann, Marius (2012). Experimental evaluation of measurement-based SINR interference models. IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), San Francisco, CA, United States, 25-28 June 2012. Piscataway, NJ, United States: IEEE (Institute for Electrical and Electronic Engineers). doi: 10.1109/WoWMoM.2012.6263695
Robust MAC-layer rate control mechanism for 802.11 wireless networks
Yin, Wei, Hu, Peizhao, Indulska, Jadwiga I and Portmann, Marius (2012). Robust MAC-layer rate control mechanism for 802.11 wireless networks. 37th Annual IEEE Conference on Local Computer Networks (LCN 2012), Clearwater, FL, United States, 22-25 October 2012. Washington, DC, United States: IEEE. doi: 10.1109/LCN.2012.6423656
SNR-based link quality estimation
Tan, Wee Lum, Hu, Peizhao and Portmann, Marius (2012). SNR-based link quality estimation. 2012 IEEE 75th Vehicular Technology Conference: VTC2012-Spring, Yokohama, Japan, 6 - 9 May 2012. Piscataway, NJ, United States: IEEE (Institute for Electrical and Electronic Engineers). doi: 10.1109/VETECS.2012.6239865
Share your view: wireless multi-hop video streaming using Android phones
Hu, Peizhao, Symons, Nick, Indulska, Jadwiga and Portmann, Marius (2012). Share your view: wireless multi-hop video streaming using Android phones. 2012 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops), Lugano, Switzerland, 19-23 March 2012. Washington, DC, United States: IEEE. doi: 10.1109/PerComW.2012.6197565
Time-based and low-cost bandwidth estimation for IEEE 802.11 links
Guerin, Jonathan, Glass, Steve, Hu, Peizhao, Tan, Wee Lum and Portmann, Marius (2012). Time-based and low-cost bandwidth estimation for IEEE 802.11 links. 8th International Wireless Communications and Mobile Computing (IWCMC) Conference, Limassol, Cyprus, 27-31 August 2012. Piscataway, NJ, United States: IEEE (Institute for Electrical and Electronic Engineers). doi: 10.1109/IWCMC.2012.6314212
A systematic evaluation of interference characteristics in 802.11-based wireless networks
Tan, Wee Lum, Portmann, Marius and Hu, Peizhao (2011). A systematic evaluation of interference characteristics in 802.11-based wireless networks. 25th IEEE International Conference on Advanced Information Networking and Applications (AINA 2011), Biopolis, Singapore, 22 - 25 March 2011. Washington, DC, United States: IEEE Computer Society. doi: 10.1109/AINA.2011.19
Analysis of link break detection using HELLO messages
Zaidi, Zainab R., Portmann, Marius and Tan, Wee Lum (2011). Analysis of link break detection using HELLO messages. 14th ACM International Conference on Modeling, Analysis, and Simulation of Wireless and Mobile Systems, Miami Beach, FL, United States, 31 October - 4 November 2011. New York, United States: Association for Computing Machinery (ACM). doi: 10.1145/2068897.2068924
Insecurity in public-safety communications: APCO project 25
Glass, Stephen, Vallipuram, Muthukkumarasamy, Portmann, Marius and Robert, Matthew (2011). Insecurity in public-safety communications: APCO project 25. 7th International International Conference on Security and Privacy Conference (SecureComm 2011), London, United Kingdom, 7-9 September 2011. Heidelberg, Germany: Springer. doi: 10.1007/978-3-642-31909-9_7
Modelling and Analysis of AODV in UPPAAL
Fehnker, Ansgar, van Glabbeek, Rob, Höfner, Peter, McIver, Annabelle, Portmann, Marius and Tan, Wee Lum (2011). Modelling and Analysis of AODV in UPPAAL. International Workshop on Rigorous Protocol Engineering, Vancouver, Canada, 17 October 2011.
Adaptive wireless mesh networks routing protocols
Azzuhri, Saaidal, Portmann, Marius and Tan, Wee Lum (2010). Adaptive wireless mesh networks routing protocols. International Conference on Ubiquitous Intelligence & Computing (UIC), Xian, China, 26-29 October, 2010. Piscatawa, NJ, U.S.A.: IEEE. doi: 10.1109/UIC-ATC.2010.28
Design of testbed for wireless mesh networks
Bialkowski, Konstanty and Portmann, Marius (2010). Design of testbed for wireless mesh networks. IEEE International Symposium on Antennas and Propagation and CNC-USNC/URSI Radio Science Meeting - Leading the Wave, AP-S/URSI 2010, Toronto, Canada, 11-17 July, 2010. United States: IEEE. doi: 10.1109/APS.2010.5562247
Evaluating adjacent channel interference in IEEE 802.11 networks
Tan, Wee Lum, Bialkowski, K. and Portmann, M. (2010). Evaluating adjacent channel interference in IEEE 802.11 networks. IEEE Vehicular Technology Conference: VTC2010-Spring, Taipei, Taiwan, 16-19 May, 2010. United States: IEEE - Computer Society. doi: 10.1109/VETECS.2010.5493635
Hu, Peizhao, Bialkowski, K., Tan, Wee Lum and Portmann, M. (2010). Evaluation of commercial wireless mesh technologies in a public safety context: Methodology, analysis and experience. IEEE International Conference on Mobile Adhoc and Sensor Systems (MASS), San Francisco, CA, U.S.A, 8-12 November 2010. United States: IEEE - Computer Society. doi: 10.1109/MASS.2010.5663873
Evaluation of parameterised route repair in AODV
Azzuhri, Saaidal R., Portmann, Marius and Tan, Wee Lum (2010). Evaluation of parameterised route repair in AODV. 4th International Conference on Signal Processing and Communication Systems, ICSPCS'2010, Gold Coast , Qld, Australia, 13-15 December 2010. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICSPCS.2010.5709663
Hunchangsith, Konglit, Liu, Xia, Bialkowski, Marek E. and Portmann, Marius (2010). Investigations into a slotted ALOHA protocol for a mimo system operating under Rician channel conditions. International Conference on Signal Processing and Communication Systems, Gold Coast , QLD, Australia, 13-15 December 2010. Piscataway, NJ, USA: IEEE (Institute for Electrical and Electronic Engineers). doi: 10.1109/ICSPCS.2010.5709666
Low-cost wireless link capacity estimation
Guerin, Jonathan, Portmann, Marius, Bialkowski, Konstanty, Tan, Wee Lum and Glass, Steve (2010). Low-cost wireless link capacity estimation. 5th IEEE International Symposium on Wireless Pervasive Computing (ISWPC), Modena, Italy, 5-7 May, 2010. Piscataway, NJ, U.S.A.: IEEE Press. doi: 10.1109/ISWPC.2010.5483796
The insecurity of time-of-arrival distance-ranging in IEEE 802.11 wireless networks
Glass, Steve, Muthukkumarasamy, Vallipuram and Portmann, Marius (2010). The insecurity of time-of-arrival distance-ranging in IEEE 802.11 wireless networks. IEEE 30th International Conference on Distributed Computing Systems Workshops (ICDCSW), Genova, Italy, 21-25 June, 2010. United States: IEEE Computer Society. doi: 10.1109/ICDCSW.2010.59
Using CAPTCHAs to mitigate the VoIP spam problem
Ahmedy, Ismail and Portmann, Marius (2010). Using CAPTCHAs to mitigate the VoIP spam problem. The 2nd International Conference on Computer Research and Development (ICCRD 2010), Kuala Lumpur, Malaysia, 7-10 May 2010. Los Alamitos, CA, U.S.A.: Institute for Electrical and Electronic Engineers (IEEE). doi: 10.1109/ICCRD.2010.85
ALARM: An adaptive load-aware routing metric for Hybrid Wireless Mesh Networks
Pirzada, Asad Amir, Wishart, Ryan, Portmann, Marius and Indulska, Jadwiga (2009). ALARM: An adaptive load-aware routing metric for Hybrid Wireless Mesh Networks. 32nd Australasian Computer Science Conference, ACSC 2009, , , January 19, 2009-January 23, 2009.
A programmable structured peer-to-peer overlay
Portmann, Marius, Ardon, Sébastien and Sénac, Patrick (2009). A programmable structured peer-to-peer overlay. 7th International Working Conference on Active and Programmable Networks, IWAN 2005, , , November 21, 2005-November 23, 2005. doi: 10.1007/978-3-642-00972-3_12
A software-defined radio receiver for APCO Project 25 signals
Glass, S., Muthukkumarasamy, M. and Portmann, M. (2009). A software-defined radio receiver for APCO Project 25 signals. IWCMC 2009: The 5th International Wireless Communications and Mobile Computing Conference, Leibzig, Germany, 21-24 June 2009. New York, NY, U.S.A.: ACM Press (Association for Computing Machinery). doi: 10.1145/1582379.1582395
ALARM: An adaptive load-aware routing metric for hybrid wireless mesh networks
Pirzada, Asad Amir, Wishart, Ryan, Portmann, Marius and Indulska, Jadwiga (2009). ALARM: An adaptive load-aware routing metric for hybrid wireless mesh networks. Thirty-Second Australasian Computer Science Conference (ACSC 2009)), Wellington, New Zealand, 19-23 January 2009. Sydney, Australia: Australian Computer Society.
An enhanced method of estimating number of tags using signal strength properties in RFID systems
Alotaibi, Majid, Postula, Adam and Portmann, Marius (2009). An enhanced method of estimating number of tags using signal strength properties in RFID systems. The 2nd International Multi-Conference on Engineering and Technological Innovation: IMETI 2009, Orlando , Florida, USA, 10-13 July 2009. Florida , USA: International Institute of Informatics and Systemics.
Biologically inspired ant-based routing in Mobile Ad hoc NETworks (MANET): A survey
Marwaha, Shivanajay, Indulska, Jadwiga and Portmann, Marius (2009). Biologically inspired ant-based routing in Mobile Ad hoc NETworks (MANET): A survey. 2009 International Workshop on Ubiquitous Service Systems and Technologies In conjunction with The Sixth International Conference on Ubiquitous Intelligence and Computing, Australia, 7-9 July 2009. Piscataway, NJ, United States: IEEE. doi: 10.1109/UIC-ATC.2009.95
Challenges and evaluation of the state of the art routing protocols for wireless mesh networks
Marwaha, Shivanajay, Indulska, Jadwiga and Portmann, Marius (2009). Challenges and evaluation of the state of the art routing protocols for wireless mesh networks. 2009 International Symposium on Intelligence, Context-Awareness and Autonomy in Wireless Networks In conjunction with The Sixth International Conference on Ubiquitous Computing and Intelligence, Brisbane, Australia, 7-9 July 2009. Piscataway, NJ, United States: IEEE. doi: 10.1109/UIC-ATC.2009.96
Detecting man-in-the-middle and wormhole attacks in wireless mesh networks
Glass, Stephen, Muthukkumarasamy, Vallipuram and Portmann, Marius (2009). Detecting man-in-the-middle and wormhole attacks in wireless mesh networks. The IEEE 23rd International Conference on Advanced Information Networking and Applications (AINA-09), Bradford, U.K., 26-29 May, 2009. Washington, DC, U.S.A.: IEEE (The Institute of Electrical and Electronics Engineers) Computer Society. doi: 10.1109/AINA.2009.131
Maximum throughput of ALOHA employing multiple antenna technique
Hunchangsith, Konglit, Bialkowski, Marek E., Portmann, Marius and Liu, Xia (2009). Maximum throughput of ALOHA employing multiple antenna technique. The 5th International Conference on Wireless Communications, Networking and Mobile Computing (WiCOM 2009), Beijing, China, 24-26 September 2009. Piscataway, N.J, U.S.A.: IEEE. doi: 10.1109/WICOM.2009.5303019
MeshVision: An adaptive wireless mesh network video surveillance system
Hu, Peizhao, Wishart, Ryan, Ti, Jimmy, Portmann, Marius and Indulska, Jadwiga (2009). MeshVision: An adaptive wireless mesh network video surveillance system. 6th International Conference on Ubiquitous Intelligence and Computing, (UIC) 2009, Brisbane, Australia, 7-9 July, 2009. Germany: Springer. doi: 10.1007/978-3-642-02830-4_16
A light-weight internet gateway discovery scheme for infrastructure mesh networks
Wishart, Ryan, Pirzada, Asad Amir, Portmann, Marius and Indulska, Jadwiga (2008). A light-weight internet gateway discovery scheme for infrastructure mesh networks. 6th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks and Workshops, 2008: WiOPT 2008, Berlin, Germany, 31 March-4 April 2008. Brussels, Belgium: IEEE. doi: 10.1109/WIOPT.2008.4586082
Challenges and recent advances in QoS provisioning in wireless mesh networks
Marwaha, S., Indulska, J. and Portmann, M. (2008). Challenges and recent advances in QoS provisioning in wireless mesh networks. 8th IEEE International Conference on Computer and Information Technology, 2008 (CIT 2008), Sydney, Australia, 8-11 July 2008. Piscataway, NJ, U.S.A.: IEEE. doi: 10.1109/CIT.2008.4594746
Challenges and recent advances in QoS provisioning, signaling, routing and MAC protocols for MANETs
Marwaha, S., Indulska, J. and Portmann, M. (2008). Challenges and recent advances in QoS provisioning, signaling, routing and MAC protocols for MANETs. Australasian Telecommunication Networks and Applications Conference, 2008. ATNAC 2008., Adelaide Australia, 7-10 Dec 2008. USA: IEEE. doi: 10.1109/ATNAC.2008.4783303
Context-aware Routing in Wireless Mesh Networks
Hu, P., Robinson, R., Portmann, M. and Indulska, J (2008). Context-aware Routing in Wireless Mesh Networks. 2nd ACM International Conference on Context-Awareness for Self-Managing Systems, Sydney, Australia, 19 May 2008. USA: ACM. doi: 10.1145/1367943.1367945
Wishart, Ryan, Portmann, Marius and Indulska, Jadwiga (2008). Evaluation of wireless mesh network handoff approaches for public safety and disaster recovery networks. Australasian Telecommunication Networks and Applications Conference, 2008. ATNAC 2008., Adelaide, Australia, 7-10 December 2008. Piscataway, NJ, USA: IEEE. doi: 10.1109/ATNAC.2008.4783339
HOVER: Hybrid on-demand distance vector routing for wireless mesh networks
Mir, Stephan, Pirzada, Asad and Portmann, Marius (2008). HOVER: Hybrid on-demand distance vector routing for wireless mesh networks. ACSC 2008, 31st Australasian Computer Science Conference, Woolongong, NSW, Australia, 22-25 January 2008. Woolongong, Australia: Australian Computer Society.
Practical performance evaluation of peer-to-peer internet telephony using SIP
Meyer, Benjamin and Portmann, Marius (2008). Practical performance evaluation of peer-to-peer internet telephony using SIP. 8th IEEE International Conference on Computer and Information Technology Workshops, CIT Workshops 2008, Sydney, 8 - 11 July 2008. Los Alamitos, CA United States: IEEE Computer Society. doi: 10.1109/CIT.2008.Workshops.44
Slotted ALOHA with MIMO spatial multiplexing
Hunchangsith, K., Bialkowski, M. E. and Portmann, M. (2008). Slotted ALOHA with MIMO spatial multiplexing. 4th International Conference on Wireless Communications, Networking and Mobile Computing 2008 (WiCOM '08), Dalian, China, 12-14 October 2008. Piscataway NJ, U.S.A.: IEEE - Institute of Electrical Electronics Engineers Inc.. doi: 10.1109/WiCom.2008.80
A light-weight client mobility approach for infrastructure mesh networks
Wishart, R., Pirzada, A. A. and Portmann, M. (2007). A light-weight client mobility approach for infrastructure mesh networks. 15th IEEE International Conference on Networks 2007 (ICON 2007), Adelaide, Australia, 19-21 November 2007. Piscataway, NJ, U.S.A.: IEEE - Institute of Electrical Electronics Engineers Inc.. doi: 10.1109/ICON.2007.4444095
Congestion aware routing in hybrid wireless mesh networks
Pirzada, A. A., Wishart, R. and Portmann, M. (2007). Congestion aware routing in hybrid wireless mesh networks. 15th IEEE International Conference on Networks 2007 (ICON 2007), Adelaide, Australia, 19-21 November 2007. Piscataway, NJ, U.S.A.: IEEE - Institute of Electrical Electronics Engineers Inc.. doi: 10.1109/ICON.2007.4444139
Establishing high capacity routes in wireless mesh networks
Pirzada, Asad Amir and Portmann, Marius (2007). Establishing high capacity routes in wireless mesh networks. Asia-Pacific Conference on Communications 2007 (APCC 2007), Bangkok, Thailand, 18-20 October 2007. Piscataway, NJ, U.S.A.: IEEE - Institute of Electrical and Electronics Engineers Inc.. doi: 10.1109/APCC.2007.4433433
High performance AODV routing protocol for hybrid wireless mesh networks
Pirzada, A.A. and Portmann, M. (2007). High performance AODV routing protocol for hybrid wireless mesh networks. The Fourth Annual International Conference on Mobile and Ubiquitous Systems: Computing, Networking & Services (MobiQuitous-07), Philadelphia, USA, 6-10 August, 2007. Philadelphia, USA: IEEE. doi: 10.1109/MOBIQ.2007.4451011
Hybrid mesh ad-hoc on-demand distance vector routing protocol
Pirzada, Asad Amir, Portmann, Marius and Indulska, Jadwiga (2007). Hybrid mesh ad-hoc on-demand distance vector routing protocol. Australasian Computer Science Conference (ACSC-2007), Ballarat, Victoria, Australia, 30 January - 2 February, 2007. Sydney: Australian Computer Society, Inc..
Multi-linked AODV routing protocol for wireless mesh networks
Pirzada, Asad Amir, Wishart, Ryan and Portmann, Marius (2007). Multi-linked AODV routing protocol for wireless mesh networks. IEEE GLOBECOM 2007: 2007 IEEE Global Telecommunications Conference, Washington DC, U.S.A., 26-30 November 2007. Piscataway, NJ, U.S.A.: IEEE - Institute of Electrical Electronics Engineers Inc.. doi: 10.1109/GLOCOM.2007.934
Performance comparison of reactive routing protocols for hybrid wireless mesh networks
Khan, S., Pirzadfa, A.A. and Portmann, M. (2007). Performance comparison of reactive routing protocols for hybrid wireless mesh networks. The 2nd International Conference on Wireless Broadband and Ultra Wideband Communications (AusWireless 2007), Sydney, NSW, 27-30 August, 2007. Sydney: IEE. doi: 10.1109/AUSWIRELESS.2007.55
Robust communications using wireless mesh networks for safeguarding water infrastructures
Khan, S., Pirzada, A.A. and Portmann, M. (2007). Robust communications using wireless mesh networks for safeguarding water infrastructures. Recent Advances in Security Technology (RNSA) 2007, Melbourne, Australia, 28 September, 2007. Curtin, ACT: Australian Homeland Security Research Centre.
Routing metrics for multi-radio wireless mesh networks
Guerin, Jonathan, Portmann, Marius and Pirzada, Asad (2007). Routing metrics for multi-radio wireless mesh networks. 2007 Australasian Telecommunications, Networks and Applications Conference, Christchurch, New Zealand, 2-5 December, 2007. Christchurch, New Zealand: IEEE. doi: 10.1109/ATNAC.2007.4665270
Context-enhanced authentication for infrastructureless network environments
Wishart, R. G., Indulska, J., Portmann, M. and Sutton, P. R. (2006). Context-enhanced authentication for infrastructureless network environments. Third International Conference on Ubiquitous Intelligence and Computing, Wuhan, China, 3-6 September, 2006. Berlin: Springer-Verlag Berlin. doi: 10.1007/11833529_94
Evaluation of multi-radio extensions to AODV for wireless mesh networks
Pirzada, Asad Amir, Portmann, Marius and Indulska, Jadwiga (2006). Evaluation of multi-radio extensions to AODV for wireless mesh networks. 4th ACM International Workshop on Mobility Management and Wireless Access (MobiWac 2006), Torremolinos, Spain, 2 October, 2006. New York, USA: ACM Press. doi: 10.1145/1164783.1164791
Experimental evaluation of AODV in a hybrid wireless mesh network
Hu, P, Pirzada, Amir and Portmann, M (2006). Experimental evaluation of AODV in a hybrid wireless mesh network. The 5th Workshop on the Internet, Telecommunications and Signal Processing (WITSP'06), Hobart, Australia, 11-13 December, 2006. Hobart: DSP for Communication Systems.
Performance comparison of multi-path AODV and DSR protocols in hybrid mesh networks
Pirzada, Amir, Portmann, M and Indulska, J (2006). Performance comparison of multi-path AODV and DSR protocols in hybrid mesh networks. 2006 IEEE International Conference on Networks (ICON'06), Singapore, 13-15 September, 2006. Singapore: IEEE. doi: 10.1109/ICON.2006.302624
OPENDIR: An open distributed service directory
Ardon, S., Portmann, M., Rakotoarivelo, T., Senac, P., Zhou, S., Hogan, M. and Seneviratne, A. (2005). OPENDIR: An open distributed service directory. 2005 3rd IEEE International Conference on Industrial Informatics, INDIN, , , August 10, 2005-August 12, 2005. IEEE. doi: 10.1109/INDIN.2005.1560361
A programmable structured peer-to-peer overlay
Portmann, M., Ardon, S. and Senac, P. (2005). A programmable structured peer-to-peer overlay. 7th Annual International Working Conference on Active and Programmable Networks (IWAN), Sophia Antipolis, France, 21-23 November 2005. Nice, France: Inria.
ALASA: When service overlay networks meet peer-to-peer networks
Zhou, S., Hogan, M., Ardon, S., Portmann, M., Hu, T, Wongrujira, K and Seneviratne, A. (2005). ALASA: When service overlay networks meet peer-to-peer networks. Asia-Pacific Conference on Communications (APCC 2005), Perth, Australia, 3-5 October 2005. Perth, Australia: IEEE.
OPENDIR: An open distributed service directory
Ardon, S., Portmann, M., Rakotoarivelo, S, Senac, P., Zhou, S., Hogan, M. and Seneviratne, A. (2005). OPENDIR: An open distributed service directory. 2005 3rd IEEE International Conference on Industrial Informatics (INDIN), Perth, Australia, 10-12 August, 2005. USA: IEEE.
The problem of SPAM in internet telephony
Portmann, M. (2005). The problem of SPAM in internet telephony. 4th Workshop on the Internet, Telecommunications and Signal Processing, WITSP'2005, Noosa, Australia, 19-20 December 2005. Sydney, Australia: IEEE.
Mitigating routing misbehaviour of rational nodes in CHORD
Portmann, Marius, Ardon, Sebastien and Seneviratne, Aruna (2004). Mitigating routing misbehaviour of rational nodes in CHORD. 2004 International Symposium on Applications and the Internet Workshops (Saint 2004Workshop), Tokyo, Japan, 26 - 30 January 2004. Piscataway, N.J., U.S.A.: IEEE. doi: 10.1109/SAINTW.2004.1268685
Multi-path routing in the CHORD structured peer-to-peer network
Portmann, M., Ardon, S. and Seneviratne, A. (2004). Multi-path routing in the CHORD structured peer-to-peer network. Australian Telecommunication Networks and Applications Conference (ATNAC 2004), Sydney, Australia, 8-10 December 2004. Canberra, Australia: ATNAC.
PROST: A programmable structured peer-to-peer overlay network
Portmann, M., Ardon, S., Senac, P. and Seneviratne, A. (2004). PROST: A programmable structured peer-to-peer overlay network. The Fourth IEEE International Conference on Peer-to-Peer Computing (P2P 2004), Zurich, Switzerland, 25-27 August 2004. Los Alamitos, California, U.S.A.: The IEEE Computer Society. doi: 10.1109/PTP.2004.1334965
The Cost of Application-level Broadcast in a Fully Decentralized Peer-to-peer Network
Portmann, Marius and Seneviratne, Aruna (2002). The Cost of Application-level Broadcast in a Fully Decentralized Peer-to-peer Network. 7th IEEE International Symposium on Computers and Communications, Ramada Hotel, Taormina, Italy, 01-04 July 2002. Washington: EEE Computer Society.
Sarhan, Mohanad, Layeghy, Siamak and Portmann, Marus (2023). CIC-BoT-IoT. The University of Queensland. (Dataset) doi: 10.48610/c80fccd
Sarhan, Mohanad, Layeghy, Siamak and Portmann, Marius (2023). CIC-ToN-IoT. The University of Queensland. (Dataset) doi: 10.48610/f6884ce
Sarhan, Mohanad, Layeghy, Siamak and Portmann, Marius (2023). NF-BoT-IoT. The University of Queensland. (Dataset) doi: 10.48610/62e6d80
Sarhan, Mohanad, Layeghy, Siamak and Portmann, Marius (2023). NF-BoT-IoT-v2. The University of Queensland. (Dataset) doi: 10.48610/ec73920
Sarhan, Mohanad, Layeghy, Siamak and Portmann, Marius (2023). NF-ToN-IoT. The University of Queensland. (Dataset) doi: 10.48610/2fa2ed6
Sarhan, Mohanad, Layeghy, Siamak and Portmann, Marius (2023). NF-ToN-IoT-v2. The University of Queensland. (Dataset) doi: 10.48610/38a2d07
Sarhan, Mohanad, Layeghy, Siamak and Portmann, Marius (2023). NF-UNSW-NB15. The University of Queensland. (Dataset) doi: 10.48610/5d0832d
Sarhan, Mohanad, Layeghy, Siamak and Portmann, Marius (2023). NF-UNSW-NB15-v2. The University of Queensland. (Dataset) doi: 10.48610/ffbb0c1
Sarhan, Mohanad, Layeghy, Siamak and Portmann, Marius (2023). NF-UQ-NIDS. The University of Queensland. (Dataset) doi: 10.48610/69b5a53
Sarhan, Mohanad, Layeghy, Siamak and Portmann, Marius (2023). NF-UQ-NIDS-v2. The University of Queensland. (Dataset) doi: 10.48610/631a24a
Sarhan, Mohanad, Layeghy, Siamak and Portmann, Marius (2023). NF-CSE-CIC-IDS2018. The University of Queensland. (Dataset) doi: 10.48610/b9ed88b
Sarhan, Mohanad, Layeghy, Siamak and Portmann, Marius (2023). NF-CSE-CIC-IDS2018-v2. The University of Queensland. (Dataset) doi: 10.48610/e9636b7
Creating distributed proxy configurations
Ardon, Sebastien, Gunningberg, Per, Ismailov, Yuri, Landfeldt, Bjorn, Portmann, Marius and Seneviratne, Aruna (2007). Creating distributed proxy configurations. US 7200679.
Blockchain-based Event Ticketing System
(2022–2023) Innovation Connections
Reducing plate waste in hotels - which interventions are most effective?
(2021–2024) ARC Linkage Projects
Machine Learning for Automated Network Anomaly Detection, Cyber Security and Analysis - Phase II
(2019) Innovation Connections
Machine Learning for Automated Network Anomaly detection and Analysis
(2018–2019) Innovation Connections
(2018) Commonwealth Bank of Australia
Software Defined Networking for the Internet of Things
(2017–2020) Data 61 - University Collaboration Agreement (DUCA)
(2015–2016) University of New South Wales
Generic Platform for Peer-to-peer Networks and Applications
(2006–2008) UQ New Staff Research Start-Up Fund
The Detection of Network Cyber Attacks Using Machine Learning
Doctor Philosophy — Principal Advisor
Other advisors:
Learning-based optimisation strategies for sustainable IoT communications
Doctor Philosophy — Principal Advisor
Towards Autonomous Network Security
Doctor Philosophy — Principal Advisor
Other advisors:
Enhancing the Privacy-Preserving ML techniques with Functional Encryption approach
Doctor Philosophy — Associate Advisor
Other advisors:
Deep Learning at the Edge: Exploring in-situ Classification in IoT
(2023) Doctor Philosophy — Principal Advisor
Other advisors:
Graph Representation Learning for Cyberattack Detection and Forensics
(2023) Master Philosophy — Principal Advisor
Other advisors:
(2022) Doctor Philosophy — Principal Advisor
Energy-Positive Activity Recognition towards Batteryless IoT
(2022) Doctor Philosophy — Principal Advisor
Multi-Radio Data Fusion for Indoor localization using WiFi and Bluetooth
(2020) Doctor Philosophy — Principal Advisor
Performance Enhancement of Software Defined Cellular LTE and Internet-of-Things Networks
(2020) Doctor Philosophy — Principal Advisor
Traffic Control for Multi-homed End-hosts via Software Defined Networking
(2019) Doctor Philosophy — Principal Advisor
Other advisors:
SCOR: Software-defined Constrained Optimal Routing Platform for SDN
(2018) Doctor Philosophy — Principal Advisor
Other advisors:
Security in Software Defined Networks
(2018) Doctor Philosophy — Principal Advisor
Other advisors:
Towards Software Defined Wireless Mesh Networks
(2017) Doctor Philosophy — Principal Advisor
Other advisors:
TOWARDS TAILORED AND ADAPTIVE WIRELESS MULTI-HOP ROUTING PROTOCOLS
(2014) Doctor Philosophy — Principal Advisor
Other advisors:
Accurate and Low-Cost Link Capacity Estimation in IEEE 802.11-based Wireless Mesh Networks
(2013) Doctor Philosophy — Principal Advisor
Other advisors:
Random-access MIMO in Single Hop and Wireless Mesh Network Settings
(2012) Doctor Philosophy — Principal Advisor
Other advisors:
Towards Efficient Graph Neural Networks for Optimizing Illicit Dark Web Interventions
(2023) Doctor Philosophy — Associate Advisor
Other advisors:
Collaborative Streaming of On Demand Videos for Mobile Devices
(2016) Doctor Philosophy — Associate Advisor
Other advisors:
Context awareness in opportunistic computing
(2015) Doctor Philosophy — Associate Advisor
Other advisors:
A Context Management System for Wireless Mesh Networks
(2014) Doctor Philosophy — Associate Advisor
Other advisors:
MAC Rate Control Mechanisms in 802.11 Networks
(2012) Doctor Philosophy — Associate Advisor
Other advisors:
Tag Anti-Collision Algorithms in RFID Systems
(2011) Doctor Philosophy — Associate Advisor
An Autonomic Context Management System for Pervasive Computing
(2009) Doctor Philosophy — Associate Advisor
Other advisors: