Dr Wanli   Xue
Senior Research Associate

Dr Wanli Xue

 

Engineering
Sch: Computer Science & Eng

I am a postdoc researcher at UNSW and Cybersecurity CRC working with Prof. Sanjay Jha in the secure and private Smart City. I obtained the Ph.D. degree in Computer Science and Engineering from the UNSW, Australia in January 2019.

My research interests are in cyber-physical security systems related to deep learning and IoT. Deep learning services tremendously increase the range of tasks that machine can handle, however, the model containing private data is a potential threat to the specific attacks. Experience from the previous project about differential privacy based deep learning model broadens my horizons about threat models and deep learning frameworks. Besides, to enable the seamless connection meanwhile provide privacy protection, I propose to build a distributed private IoT system with efficient data collaboration/processing methods.  IoT techniques combined with cybersecurity methodology are considered can provide a good trade-off between utility and privacy in real life/research scenarios.

Publications

  • Journal articles | 2021
    Dr Wanli Xue
    Xu W; Xue W; Lin Q; Lan G; Feng X; Wei B; Luo C; Li W; Zomaya AY, 2021, 'PrivGait: An Energy Harvesting-based Privacy-Preserving User Identification System by Gait Analysis', IEEE Internet of Things Journal, pp. 1 - 1, http://dx.doi.org/10.1109/jiot.2021.3089618
    Journal articles | 2020
    Dr Wanli Xue
    Ahmed N; Michelin RA; Xue W; Ruj S; Malaney R; Kanhere SS; Seneviratne A; Hu W; Janicke H; Jha SK, 2020, 'A Survey of COVID-19 Contact Tracing Apps', IEEE Access, vol. 8, pp. 134577 - 134601, http://dx.doi.org/10.1109/ACCESS.2020.3010226
    Journal articles | 2020
    Dr Wanli Xue
    Ahmed N; Michelin RA; Xue W; Ruj S; Malaney RA; Kanhere SS; Seneviratne A; Hu W; Janicke H; Jha SK, 2020, 'A Survey of COVID-19 Contact Tracing Apps.', ARXIV, vol. 2006.10306, https://arxiv.org/abs/2006.10306
    Journal articles | 2020
    Dr Wanli Xue
    Xu W; Zhang X; Yao L; Xue W; Wei B, 2020, 'A Multi-view CNN-based Acoustic Classification System for Automatic Animal Species Identification', Ad Hoc Networks, pp. 102115 - 102115
    Journal articles | 2020
    Dr Wanli Xue
    Xue W; Luo C; Shen Y; Rana R; Lan G; Jha S; Seneviratne A; Hu W, 2020, 'Towards A Compressive-Sensing-Based Lightweight Encryption Scheme for the Internet of Things', IEEE Transactions on Mobile Computing, pp. 1 - 1, http://dx.doi.org/10.1109/tmc.2020.2992737
    Journal articles | 2020
    Dr Wanli Xue
    Xue W; Vatsalan D; Hu W; Seneviratne A, 2020, 'Sequence Data Matching and Beyond: New Privacy-Preserving Primitives Based on Bloom Filters', IEEE Transactions on Information Forensics and Security, vol. 15, pp. 2973 - 2987, http://dx.doi.org/10.1109/TIFS.2020.2980835
    Journal articles | 2019
    Dr Wanli Xue
    Luo C; Liu X; Xue W; Shen Y; Li J; Hu W; Liu AX, 2019, 'Predictable Privacy-Preserving Mobile Crowd Sensing: A Tale of Two Roles', IEEE/ACM Transactions on Networking, vol. 27, pp. 361 - 374, http://dx.doi.org/10.1109/TNET.2019.2890860
    Journal articles | 2018
    Dr Wanli Xue
    Yang Q; Shen Y; Yang F; Zhang J; Xue W; Wen H, 2018, 'HealCam: Energy-efficient and privacy-preserving human vital cycles monitoring on camera-enabled smart devices', Computer Networks, vol. 138, pp. 192 - 200, http://dx.doi.org/10.1016/j.comnet.2018.03.033
  • Conference Papers | 2021
    Dr Wanli Xue
    Ahmed N; Michelin RA; Xue W; Putra GD; Song W; Ruj S; Kanhere SS; Jha S, 2021, 'Towards Privacy-preserving Digital Contact Tracing', in 2021 IEEE International Conference on Blockchain and Cryptocurrency (ICBC), IEEE, presented at 2021 IEEE International Conference on Blockchain and Cryptocurrency (ICBC), 03 May 2021 - 06 May 2021, http://dx.doi.org/10.1109/icbc51069.2021.9461052
    Conference Papers | 2021
    Dr Wanli Xue
    Xu W; Li Z; Xue W; Yu X; Wei B; Wang J; Luo C; Li W; Zomaya AY, 2021, 'InaudibleKey', in Proceedings of the 20th International Conference on Information Processing in Sensor Networks (co-located with CPS-IoT Week 2021), ACM, presented at IPSN '21: The 20th International Conference on Information Processing in Sensor Networks, http://dx.doi.org/10.1145/3412382.3458260
    Conference Papers | 2020
    Dr Wanli Xue
    Xue W; Hu W; Gauranvaram P; Seneviratne A; Jha S, 2020, 'An Efficient Privacy-preserving IoT System for Face Recognition', in Proceedings - 2020 Workshop on Emerging Technologies for Security in IoT, ETSecIoT 2020, IEEE, pp. 7 - 11, presented at 2020 IEEE Workshop on Emerging Technologies for Security in IoT (ETSecIoT), 21 April 2020 - 21 April 2020, http://dx.doi.org/10.1109/ETSecIoT50046.2020.00006
    Conference Papers | 2020
    Dr Wanli Xue
    Xu W; Li Z; Xue W; Yu X; Wang J; Luo C; Li W; Zomaya AY, 2020, 'Inaudible acoustic signal based key agreement system for IoT devices: Poster abstract', in SenSys 2020 - Proceedings of the 2020 18th ACM Conference on Embedded Networked Sensor Systems, pp. 689 - 690, http://dx.doi.org/10.1145/3384419.3430424
    Conference Papers | 2018
    Dr Wanli Xue
    Xue W; Shen Y; Luo C; Hu W; Seneviratne A, 2018, 'Acies: A Privacy-Preserving System for Edge-Based Classification', in Proceedings - 17th IEEE International Conference on Trust, Security and Privacy in Computing and Communications and 12th IEEE International Conference on Big Data Science and Engineering, Trustcom/BigDataSE 2018, pp. 914 - 919, http://dx.doi.org/10.1109/TrustCom/BigDataSE.2018.00130
    Conference Papers | 2017
    Dr Wanli Xue
    Xue WANLI; Luo C; Lan G; Rana RAJIB; Hu WEN; Seneviratne ARUNA, 2017, 'Kryptein: A Compressive-Sensing-Based Encryption Scheme for the Internet of Things', in In Proceedings of the 16th ACM/IEEE conference on Information Processing in Sensor Networks,, 2017., Pittsburgh, Pennsylvania, USA, pp. 169 - 180, presented at In the 16th ACM/IEEE conference on Information Processing in Sensor Networks (IPSN'17), 2017., Pittsburgh, Pennsylvania, USA, 18 April 2017 - 21 April 2017, http://dx.doi.org/10.1145/3055031.3055079
    Conference Papers | 2016
    Dr Wanli Xue
    Xue W; Luo C; Rana R; Hu W; Seneviratne A, 2016, 'Demo Abstract: Cscrypt-a compressive-sensing-based encryption engine for the internet of things', in Proceedings of the 14th ACM Conference on Embedded Networked Sensor Systems, SenSys 2016, Stanford, CA, USA, pp. 286 - 287, presented at 14th ACM Conference on Embedded Network Sensor Systems, Stanford, CA, USA, 14 November 2016 - 16 November 2016, http://dx.doi.org/10.1145/2994551.2996525
    Conference Papers | 2014
    Dr Wanli Xue
    Xue W; Chung H; Han SC; Kim YS; Kang BH, 2014, 'Arduface: An Embedded System Analysis Tool', in Pham DN; Park SB (ed.), PRICAI 2014: TRENDS IN ARTIFICIAL INTELLIGENCE, SPRINGER-VERLAG BERLIN, Gold Coast, AUSTRALIA, pp. 472 - 483, presented at 13th Pacific Rim International Conference on Artificial Intelligence (PRICAI), Gold Coast, AUSTRALIA, 01 December 2014 - 05 December 2014, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000354778700038&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

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