Research interests
AI assisted healthcare
Location privacy
Smart meter privacy
Multimedia watermarking
Teaching interests
Feature engineering, Mahcine learning, Database, Data egineering
Publications
Bluetooth Low Energy Mesh: Applications, Considerations and Current State-of-the-Art
Iynkaran Natgunanathan, Niroshinie Fernando, Seng Loke, Charitha Weerasuriya
(2023), Vol. 23, pp. 1-25, Sensors, Basel, Switzerland, C1
Deakin microgrid digital twin and analysis of AI models for power generation prediction
I Natgunanathan, V Mak-Hau, S Rajasegarar, A Anwar
(2023), Vol. 18, pp. 1-11, Energy Conversion and Management: X, Amsterdam, The Netherlands, C1
Privacy Preservation in Smart Meters: Current Status, Challenges and Future Directions
Jonathan Kua, Mohammad Hossain, Iynkaran Natgunanathan, Yong Xiang
(2023), Vol. 23, pp. 1-35, Sensors, Basel, Switzerland, C1
T Zong, J Zhao, Y Xiang, I Natgunanathan, L Gao, W Zhou
(2022), Vol. 25, pp. 357-379, World Wide Web, Berlin, Germany, C1
Smart-Area-Selection Based Location Privacy Enhancement
I Natgunanathan, N Nisha, Y Xiang, S Yi
(2022), pp. 1-12, IEEE Systems Journal, Piscataway, NJ, C1
An Enhanced Location Scattering Based Privacy Protection Scheme
N Nisha, I Natgunanathan, Y Xiang
(2022), Vol. 10, pp. 21250-21263, IEEE Access02 Mar 2022, Piscataway, New Jersey, C1
I Natgunanathan, P Praitheeshan, L Gao, Y Xiang, L Pan
(2022), Vol. 18, ACM Transactions on Multimedia Computing, Communications and Applications, C1
Efficient and Privacy Preserving Clustering Algorithm for Spatiotemporal Data
A Mehmood, I Natgunanathan, Y Xiang
(2022), pp. 1-26, International Journal of Information Technology and Decision Making, Singapore, C1
Robustness of electrocardiogram signal quality indices
S Rahman, C Karmakar, I Natgunanathan, J Yearwood, M Palaniswami
(2022), Vol. 19, pp. 1-15, Journal of the Royal Society Interface, London, Eng., C1
A novel privacy protection scheme for location-based services using collaborative caching
N Nisha, I Natgunanathan, S Gao, Y Xiang
(2022), Vol. 213, pp. 109107-109107, Computer Networks, C1
Error Spectrum Analysis of Solar Power Prediction for Deakin Microgrid Digital Twin
I Natgunanathan, A Anwar, S Rajasegarar, V Mak-Hau
(2022), Vol. 2022-November, pp. 1-6, APPEEC 2022 : Proceedings of the 14th Asia-Pacific Power and Energy Engineering Conference, Melbourne, Victoria, E1
Non-linear-echo based anti-collusion mechanism for audio signals
T Zong, Y Xiang, I Natgunanathan, L Gao, G Hua, W Zhou
(2021), Vol. 29, pp. 969-984, IEEE/ACM transactions on audio speech and language processing, Piscataway, N.J., C1
Cost-Friendly Differential Privacy of Smart Meters Using Energy Storage and Harvesting Devices
M Hossain, I Natgunanathan, Y Xiang, Y Zhang
(2021), pp. 1-10, IEEE Transactions on Services Computing, Piscataway, N.J., C1
Robust patient information embedding and retrieval mechanism for ECG signals
I Natgunanathan, C Karmakar, S Rajasegarar, T Zong, A Habib
(2020), Vol. 8, pp. 181233-181245, IEEE Access, C1
Channel correlation based robust audio watermarking mechanism for stereo signals
Tianrui Zong, Yong Xiang, Iynkaran Natgunanathan, Longxiang Gao, Wanlei Zhou
(2020), pp. 240-251, WISE 2020 : Proceedings of the 21st International Conference on Web Information Systems Engineering, Amsterdam and Leiden, The Netherlands, E1
Location privacy protection in smart health care system
I Natgunanathan, A Mehmood, Y Xiang, L Gao, S Yu
(2019), Vol. 6, pp. 3055-3069, IEEE Internet of Things Journal, C1
Enhanced smart meter privacy protection using rechargeable batteries
M Hossain, I Natgunanathan, Y Xiang, L Yang, G Huang
(2019), Vol. 6, pp. 7079-7092, IEEE internet of things journal, Piscataway, N.J., C1
Progressive average-based smart meter privacy enhancement using rechargeable batteries
I Natgunanathan, M Hossain, Y Xiang, L Gao, D Peng, J Li
(2019), Vol. 6, pp. 9816-9828, IEEE internet of things journal, Piscataway, N.J., C1
An overview of protection of privacy in multibiometrics
I Natgunanathan, A Mehmood, Y Xiang, G Hua, G Li, S Bangay
(2018), Vol. 77, pp. 6753-6773, Multimedia tools and applications, New York, N.Y., C1
Y Xiang, I Natgunanathan, D Peng, G Hua, B Liu
(2018), Vol. 26, pp. 529-539, IEEE/ACM transactions on audio speech and language processing, Piscataway, N.J., C1
Massive MIMO linear precoding: a survey
N Fatema, G Hua, Y Xiang, D Peng, I Natgunanathan
(2018), Vol. 12, pp. 3920-3931, IEEE systems journal, Piscataway, N.J., C1
Anonymous Authentication Scheme for Smart Cloud Based Healthcare Applications
A Mehmood, I Natgunanathan, Y Xiang, H Poston, Y Zhang
(2018), Vol. 6, pp. 33552-33567, IEEE Access, C1
Patchwork-based multilayer audio watermarking
I Natgunanathan, Y Xiang, G Hua, G Beliakov, J Yearwood
(2017), Vol. 25, pp. 2176-2187, IEEE/ACM transactions on audio speech and language processing, Piscataway, N.J., C1
Analysis of a semi blind pilot decontamination method in massive MIMO
N Fatema, Y Xiang, I Natgunanathan
(2017), pp. 325-330, ITNAC 2017: Proceedings of the 27th International Telecommunication Networks and Applications Conference, Melbourne, Australia, E1-1
Protection of Privacy in Biometric Data
I Natgunanathan, A Mehmood, Y Xiang, G Beliakov, J Yearwood
(2016), Vol. 4, pp. 880-892, IEEE Access, C1
Protection of big data privacy
A Mehmood, I Natgunanathan, Y Xiang, G Hua, S Guo
(2016), Vol. 4, pp. 1821-1834, IEEE Access, C1
New directions in IoT privacy using attribute-based authentication
G Alpár, L Batina, L Batten, V Moonsamy, A Krasnova, A Guellier, I Natgunanathan
(2016), pp. 461-466, 2016 ACM International Conference on Computing Frontiers Proceedings, Como, Italy, E1
Robustness and embedding capacity enhancement in time-spread echo-based audio watermarking
I Natgunanathan, Y Xiang, L Pan, P Chen, D Peng
(2016), pp. 1536-1541, ICIEA 2016: Proceedings of the IEEE 11th Conference on Industrial Electronics and Applications, Hefei, China, E1
Robust histogram shape-based method for image watermarking
T Zong, Y Xiang, I Natgunanathan, S Guo, W Zhou, G Beliakov
(2015), Vol. 25, pp. 717-729, IEEE Transactions on Circuits and Systems for Video Technology, New York, NY, C1
Spread spectrum-based high embedding capacity watermarking method for audio signals
Y Xiang, I Natgunanathan, Y Rong, S Guo
(2015), Vol. 23, pp. 2228-2237, IEEE-ACM transactions on audio speech and language processing, Piscataway, NJ, C1
Robust patchwork-based watermarking method for stereo audio signals
I Natgunanathan, Y Xiang, Y Rong, D Peng
(2014), Vol. 72, pp. 1-24, Multimedia tools and applications, Berlin, Germany, C1
Patchwork-based audio watermarking method robust to de-synchronization attacks
Y Xiang, I Natgunanathan, S Guo, W Zhou, S Nahavandi
(2014), Vol. 22, pp. 1413-1423, IEEE Transactions on audio, speech and language processing, Piscataway, NJ, C1
Histogram shape-based robust image watermarking method
T Zong, Y Xiang, I Natgunanathan
(2014), pp. 878-883, IEEE ICC 2014 - Proceedings of the Communication and Information Systems Security Symposium, Sydney, NSW, E1
S Elbadry, Y Xiang, T Zong, I Natgunanathan
(2014), pp. 896-900, IEEE ICC 2014 - Communication and Information Systems Security Symposium, Sydney, N.S.W., E1
Robustness enhancement of quantization based audio watermarking method using adaptive safe-band
I Natgunanathan, Y Xiang, T Zong, Y Xiang
(2014), pp. 890-895, IEEE ICC 2014 - Communication and Information Systems Security Symposium, Sydney, N.S.W., E1
Analysis of a patchwork-based audio watermarking scheme
I Natgunanathan, Y Xiang, S Elbadry, W Zhou, Y Xiang
(2013), pp. 900-905, ICIEA 2013 : Proceedings of the 8th IEEE Conference on Industrial Electronics and Applications, Melbourne, Victoria, E1
A dual-channel time-spread echo method for audio watermarking
Y Xiang, I Natgunanathan, D Peng, W Zhou, S Yu
(2012), Vol. 7, pp. 383-392, IEEE transactions on information forensics and security, Piscataway, N.J., C1
Robust patchwork-based embedding and decoding scheme for digital audio watermarking
I Natgunanathan, Y Xiang, Y Rong, W Zhou, S Guo
(2012), Vol. 20, pp. 2232-2239, IEEE transactions on audio, speech and language processing, Piscataway, N. J., C1
Patchwork-based stereo audio watermarking against de-synchronization attack
I Natgunanathan, Y Xiang, T Zong
(2012), pp. 1601-1605, CISP 2012 : Proceedings of the 5th International Congress on Image and Signal Processing, Chongqing, China, E1
Y Xiang, D Peng, I Natgunanathan, W Zhou
(2011), Vol. 13, pp. 2-13, IEEE transactions on multimedia, Piscataway, N.J., C1
Echo hiding based stereo audio watermarking against pitch-scaling attacks
I Natgunanathan, Y Xiang
(2011), pp. 37-42, SIN 2011 : Proceedings of the 4th international conference on Security of information and networks, Sydney, N. S. W., E1
A novel bipolar time-spread echo hiding based watermarking method for stereo audio signals
I Natgunanathan, Y Xiang
(2010), pp. 1-7, ICSPCS 2010 : Proceedings of the 4th International Conference on Signal Processing and Communication Systems, Gold Coast, QLD., E1
A novel pseudonoise sequence for time-spread echo based audio watermarking
I Natgunanathan, Y Xiang
(2009), pp. 1-6, GLOBECOM 2009 : Riding the wave to global connectivity : Proceedings of the IEEE Global Telecommunication Conference 2009, Honolulu, Hawaii, E1
Funded Projects at Deakin
Industry and Other Funding
Signal-processing-based Watermarking Algorithms for Multimedia Data.
Prof Yong Xiang, Dr Iynkaran Natgunanathan
AusIntelli Technology Pty Ltd
- 2023: $100,000
Exploring Multimedia Watermarking Based on Deep Learning.
Prof Yong Xiang, Dr Iynkaran Natgunanathan
AusIntelli Technology Pty Ltd
- 2023: $50,000
Supervisions
No completed student supervisions to report