Jiaojiao Jiang

Lecturer

Dr Jiaojiao Jiang is currently a lecturer at the School of Computer Science and Engineering at the University of New South Wales. She holds a Ph.D. degree from Deakin University, Melbourne, Australia. She has published over 25 articles in high quality journals and conferences.

Her current research focuses on Cybersecurity. In particular, she is interested in research at the detection of false information on social media. Her research areas include:

  • Detection of rumours on social media
  • Identification of rumour diffusion source
  • Epidemic Modelling
  • Complex Networks

In her previous job, she was an ECDF/Lecturer at the Department of Computing Sciences and Software Engineering, RMIT University, Melbourne. She also worked as Postdoc Research Fellow at the School of Software and Electrical Engineering, Swinburne University of Technology, Melbourne. 

Jiaojiao has served as PC members of a number of conferences: International Conference on Applications and Technologies in Information Security (ATIS), International Conference on Knowledge Science, Engineering and Management (KSEM), and IEEE-RIVF International Conference on Computing and Communications Technologies.

publications

Journal articles
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Jiang J, 2021, 'Network Growth From Global and Local Influential Nodes', arXiv
2021
Yang S; Jiang J; Pal A; Yu K; Chen F; Yu S, 2020, 'Analysis and Insights for Myths Circulating on Twitter During the COVID-19 Pandemic', IEEE Open Journal of the Computer Society, vol. 1, pp. 209 - 219, http://dx.doi.org/10.1109/ojcs.2020.3028573
2020
Jiang J; Versteeg S; Han J; Hossain MDA; Schneider JG, 2020, 'A positional keyword-based approach to inferring fine-grained message formats', Future Generation Computer Systems, vol. 102, pp. 369 - 381, http://dx.doi.org/10.1016/j.future.2019.08.011
2020
Jiang J; Gao L; Jin J; Luan TH; Yu S; Xiang Y; Garg S, 2019, 'Sustainability Analysis for Fog Nodes with Renewable Energy Supplies', IEEE Internet of Things Journal, vol. 6, pp. 6725 - 6735, http://dx.doi.org/10.1109/JIOT.2019.2910875
2019
Jiang J; Versteeg S; Han J; Hossain MA; Schneider JG; Leckie C; Farahmandpour Z, 2019, 'P-Gram: Positional N-Gram for the Clustering of Machine-Generated Messages', IEEE Access, vol. 7, pp. 88504 - 88516, http://dx.doi.org/10.1109/ACCESS.2019.2924928
2019
Li X; Xie Q; Jiang J; Zhou Y; Huang L, 2019, 'Identifying and monitoring the development trends of emerging technologies using patent analysis and Twitter data mining: The case of perovskite solar cell technology', Technological Forecasting and Social Change, vol. 146, pp. 687 - 705, http://dx.doi.org/10.1016/j.techfore.2018.06.004
2019
Jiang J; Wen S; Yu S; Xiang Y; Zhou W, 2018, 'Rumor Source Identification in Social Networks with Time-Varying Topology', IEEE Transactions on Dependable and Secure Computing, vol. 15, pp. 166 - 179, http://dx.doi.org/10.1109/TDSC.2016.2522436
2018
Jiang J; Wen S; Yu S; Xiang Y; Zhou W, 2017, 'Identifying Propagation Sources in Networks: State-of-the-Art and Comparative Studies', IEEE Communications Surveys and Tutorials, vol. 19, pp. 465 - 481, http://dx.doi.org/10.1109/COMST.2016.2615098
2017
Jiang J; Wen S; Yu S; Xiang Y; Zhou W; Hassan H, 2017, 'The structure of communities in scale-free networks', Concurrency and Computation: Practice and Experience, vol. 29, http://dx.doi.org/10.1002/cpe.4040
2017
Wen S; Jiang J; Liu B; Xiang Y; Zhou W, 2017, 'Using epidemic betweenness to measure the influence of users in complex networks', Journal of Network and Computer Applications, vol. 78, pp. 288 - 299, http://dx.doi.org/10.1016/j.jnca.2016.10.018
2017
Jiang J; Wen S; Yu S; Xiang Y; Zhou W, 2015, 'K-Center: An Approach on the Multi-Source Identification of Information Diffusion', IEEE Transactions on Information Forensics and Security, vol. 10, pp. 2616 - 2626, http://dx.doi.org/10.1109/TIFS.2015.2469256
2015
Zhang HB; Jiang JJ; Zhao YB, 2015, 'On the proximal Landweber Newton method for a class of nonsmooth convex problems', Computational Optimization and Applications, vol. 61, pp. 79 - 99, http://dx.doi.org/10.1007/s10589-014-9703-7
2015
Wen S; Jiang J; Xiang Y; Yu S; Zhou W; Jia W, 2014, 'To shut them up or to clarify: Restraining the spread of rumors in online social networks', IEEE Transactions on Parallel and Distributed Systems, vol. 25, pp. 3306 - 3316, http://dx.doi.org/10.1109/TPDS.2013.2297115
2014
Wen S; Jiang J; Xiang Y; Yu S; Zhou W, 2014, 'Are the popular users always important for information dissemination in online social networks?', IEEE Network, vol. 28, pp. 64 - 67, http://dx.doi.org/10.1109/MNET.2014.6915441
2014
Zhang H; Jiang J; Luo Z-Q, 2013, 'On the Linear Convergence of a Proximal Gradient Method for a Class of Nonsmooth Convex Minimization Problems', JOURNAL OF THE OPERATIONS RESEARCH SOCIETY OF CHINA, vol. 1, pp. 163 - 186, http://dx.doi.org/10.1007/s40305-013-0015-x
2013
Jiang JJ; Zhanga HB; Yu S, 2012, 'An interior point trust region method for nonnegative matrix factorization', NEUROCOMPUTING, vol. 97, pp. 309 - 316, http://dx.doi.org/10.1016/j.neucom.2012.05.008
2012
Book Chapters
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Jiang J; Wen S; Yu S; Liu B; Xiang Y; Zhou W, 2019, 'Identifying multiple propagation sources', in Advances in Information Security, pp. 139 - 157, http://dx.doi.org/10.1007/978-3-030-02179-5_11
2019
Jiang J; Wen S; Yu S; Liu B; Xiang Y; Zhou W, 2019, 'Source identification under complete observations: A maximum likelihood (ML) source estimator', in Advances in Information Security, pp. 69 - 77, http://dx.doi.org/10.1007/978-3-030-02179-5_6
2019
Jiang J; Wen S; Yu S; Liu B; Xiang Y; Zhou W, 2019, 'Preliminary of modeling malicious attack propagation', in Advances in Information Security, pp. 11 - 19, http://dx.doi.org/10.1007/978-3-030-02179-5_2
2019
Jiang J; Wen S; Yu S; Liu B; Xiang Y; Zhou W, 2019, 'Source identification under snapshots: A sample path based source estimator', in Advances in Information Security, pp. 79 - 87, http://dx.doi.org/10.1007/978-3-030-02179-5_7
2019
Jiang J; Wen S; Yu S; Liu B; Xiang Y; Zhou W, 2019, 'Comparative study and numerical analysis', in Advances in Information Security, pp. 95 - 114, http://dx.doi.org/10.1007/978-3-030-02179-5_9
2019
Jiang J; Wen S; Yu S; Liu B; Xiang Y; Zhou W, 2019, 'Source identification under sensor observations: A Gaussian source estimator', in Advances in Information Security, pp. 89 - 93, http://dx.doi.org/10.1007/978-3-030-02179-5_8
2019
Jiang J; Wen S; Yu S; Liu B; Xiang Y; Zhou W, 2019, 'User influence in the propagation of malicious attacks', in Advances in Information Security, pp. 21 - 39, http://dx.doi.org/10.1007/978-3-030-02179-5_3
2019
Jiang J; Wen S; Yu S; Liu B; Xiang Y; Zhou W, 2019, 'Identifying propagation source in large-scale networks', in Advances in Information Security, pp. 159 - 178, http://dx.doi.org/10.1007/978-3-030-02179-5_12
2019
Jiang J; Wen S; Yu S; Liu B; Xiang Y; Zhou W, 2019, 'Preliminary of identifying propagation sources', in Advances in Information Security, pp. 65 - 67, http://dx.doi.org/10.1007/978-3-030-02179-5_5
2019
Jiang J; Wen S; Yu S; Liu B; Xiang Y; Zhou W, 2019, 'Identifying propagation source in time-varying networks', in Advances in Information Security, pp. 117 - 137, http://dx.doi.org/10.1007/978-3-030-02179-5_10
2019
Jiang J; Wen S; Yu S; Liu B; Xiang Y; Zhou W, 2019, 'Restrain malicious attack propagation', in Advances in Information Security, pp. 41 - 62, http://dx.doi.org/10.1007/978-3-030-02179-5_4
2019
Jiang J; Wen S; Yu S; Liu B; Xiang Y; Zhou W, 2019, 'Future directions and conclusion', in Advances in Information Security, pp. 179 - 181, http://dx.doi.org/10.1007/978-3-030-02179-5_13
2019
Jiang J; Wen S; Liu B; Yu S; Xiang Y; Zhou W, 2019, 'Malicious attack propagation and source identification', in Advances in Information Security, pp. 1 - 192, http://dx.doi.org/10.1007/978-3-030-02179-5_1
2019
Jiang J; Wen S; Yu S; Liu B; Xiang Y; Zhou W, 2018, 'Introduction', in Malicious Attack Propagation and Source Identification, pp. 1 - 8, http://dx.doi.org/10.1007/978-3-030-02179-5_1
2018
Bowden BM, 2009, 'Introduction', in Bowden B (ed.), Civilization; Critical Concepts in Political Science, edn. First, Routledge, London and New York, pp. 1 - 18
2009
Books
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Jiang J; Wen S; Liu B; Yu S; Xiang Y; Zhou W, 2019, Preface
2019
Conference Papers
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Zheng X; Jiang J; Zhang Y; Deng Y; Fu M; Zheng T; Liu X, 2018, 'SmartVM: A multi-layer microservice-based platform for deploying SaaS', in Proceedings - 15th IEEE International Symposium on Parallel and Distributed Processing with Applications and 16th IEEE International Conference on Ubiquitous Computing and Communications, ISPA/IUCC 2017, pp. 470 - 474, http://dx.doi.org/10.1109/ISPA/IUCC.2017.00077
2018
Jiang J; Gao L; Yu S; Jin J; Yuan D, 2018, 'Preferential attachment and the spreading influence of users in online social networks', in 2017 IEEE/CIC International Conference on Communications in China, ICCC 2017, pp. 1 - 6, http://dx.doi.org/10.1109/ICCChina.2017.8330470
2018
Hossain MA; Versteeg S; Han J; Kabir MA; Jiang J; Schneider JG, 2018, 'Mining accurate message formats for service APIs', in 25th IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2018 - Proceedings, pp. 266 - 276, http://dx.doi.org/10.1109/SANER.2018.8330215
2018
Jiang J; Qu Y; Yu S; Zhou W; Wu W, 2017, 'Studying the global spreading influence and local connections of users in online social networks', in Proceedings - 2016 16th IEEE International Conference on Computer and Information Technology, CIT 2016, 2016 6th International Symposium on Cloud and Service Computing, IEEE SC2 2016 and 2016 International Symposium on Security and Privacy in Social Networks and Big Data, SocialSec 2016, pp. 431 - 435, http://dx.doi.org/10.1109/CIT.2016.15
2017
Jiang J; Gao L; Jin J; Luan TH; Yu S; Yuan D; Xiang Y; Yuan D, 2017, 'Towards an analysis of traffic shaping and policing in fog networks using stochastic fluid models', in ACM International Conference Proceeding Series, pp. 196 - 204, http://dx.doi.org/10.1145/3144457.3144496
2017
Feng B; Zhou H; Zhang H; Jiang J; Yu S, 2016, 'A popularity-based cache consistency mechanism for information-centric networking', in 2016 IEEE Global Communications Conference, GLOBECOM 2016 - Proceedings, http://dx.doi.org/10.1109/GLOCOM.2016.7841535
2016
Liu B; Zhou W; Jiang J; Wang K, 2016, 'K-Source: Multiple source selection for traffic offloading in mobile social networks', in 2016 8th International Conference on Wireless Communications and Signal Processing, WCSP 2016, http://dx.doi.org/10.1109/WCSP.2016.7752474
2016
Wen S; Jiang J; Yazdi KM; Xiang Y; Zhou W, 2016, 'The relation between local and global influence of individuals in scale-free networks', in Proceedings - 2015 International Symposium on Security and Privacy in Social Networks and Big Data, SocialSec 2015, pp. 80 - 84, http://dx.doi.org/10.1109/SocialSec2015.20
2016
Jiang J; Wen S; Yu S; Zhou W; Qian Y, 2016, 'Analysis of the spreading influence variations for online social users under attacks', in 2016 IEEE Global Communications Conference, GLOBECOM 2016 - Proceedings, http://dx.doi.org/10.1109/GLOCOM.2016.7841605
2016
Jiang J; Zhou A; Yazdi KM; Wen S; Yu S; Xiang Y, 2015, 'Identifying diffusion sources in large networks: A community structure based approach', in Proceedings - 14th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2015, pp. 302 - 309, http://dx.doi.org/10.1109/Trustcom.2015.388
2015
Jiang J; Zhou A; Yazdi KM; Wen S; Yu S; Xiang Y, 2015, 'Identifying Diffusion Sources in Large Networks: A Community Structure Based Approach', in 2015 IEEE TRUSTCOM/BIGDATASE/ISPA, VOL 1, IEEE, Aalto Univ, Helsinki, FINLAND, pp. 302 - 309, presented at Joint 14th IEEE Int Conf on Trust, Secur and Privacy in Comp and Commun / 13th IEEE Int Symposium on Parallel and Distributed Proc with Applications / 9th IEEE Int Conf on Big Data Science and Engineering (IEEE TrustCom-ISPA-BigDataSE), Aalto Univ, Helsinki, FINLAND, 20 August 2015 - 22 August 2015, http://dx.doi.org/10.1109/Trustcom-2015.388
2015
Jiang J; Zhang H; Xue Y, 2012, 'Fast Local Learning Regularized Nonnegative Matrix Factorization', in Lee G (ed.), ADVANCES IN COMPUTATIONAL ENVIRONMENT SCIENCE, SPRINGER-VERLAG BERLIN, Melbourne, AUSTRALIA, pp. 67 - 75, presented at International Conference on Environment Science (ICES 2012), Melbourne, AUSTRALIA, 15 January 2012 - 16 January 2012, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000310241100009&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
2012
Jiang J; Zhang H; Yu S, 2011, 'A Novel Monotonic Fixed-Point Algorithm for l(1)-Regularized Least Square Vector and Matrix Problem', in Wu YW (ed.), HIGH PERFORMANCE NETWORKING, COMPUTING, AND COMMUNICATION SYSTEMS, SPRINGER-VERLAG BERLIN, Singapore, SINGAPORE, pp. 476 - +, presented at 2nd International Conference on Theoretical and Mathematical Foundations of Computer Science (ICHCC 2011), Singapore, SINGAPORE, 05 May 2011 - 06 May 2011, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000310948200067&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
2011