Biography
Dr Frank Jiang is a mature and active mid-career researcher with over 15 years teaching experiences within Australia, holding a senior lectureship in cyber security at School of IT at Deakin University, Australia. He completed his PhD degree in communication engineering and cyber security at University of Technology, Sydney (UTS). In 2011, he was awarded a highly prestigious UNSW Vice-Chancellor's Postdoctoral Fellowship (successful rate less than 4.5%) by University of New South Wales at Australian Defence Force Academy for four years (2011-2014). Frank received the research impact award from the School of IT at Deakin in 2019. Frank has been successful in securing a number of commercialised funds, he also has a deep understanding of business requirements and pressures, governance and risk management and worked with a number of organisations in Sydney area including government agencies and business corporations.
His broad research expertise and interests span across IoT security and privacy, Bio-inspired context-awareness, Quantum Cryptography, Embedded hardware FPGA and motes, Human factorised next generation authentication for the Critical Infrastructure, Active defence systems in V2X, Social behaviour-based personalised anomaly detection, Blockchain-based supply chain/logistics, Medical image segmentation for 3D electron microscopy-based (EM) images, High frequency modulation/demodulation for Underwater Communications. He holds one Australian invention patent in computer IDS security industry as the 1st inventor, published so far over 120 highly reputed journal and conference articles (H-index 18), which includes 78 papers in venues ranked A*/A by the 2020 CORE ranking, primarily published in IEEE Trustcom, AAAI, ICDM, BIBM, ICSOC, WCCI, ACM Computing Surveys, KBS, IEEE TNSM, IEEE TSMCS, EA of AI, PLA.
Read more on Frank's profileCareer highlights
- 2024: His PhD student (Chengzu Dong) is recently awarded the School of IT - Postgraduate Research Award.
- 2023: His PhD student (Angela Qi) won the Best student paper in an International conference on new engery vehicular systems. Angela also won the 'Cyber Security Tertiary Student of the Year 2023' by the Australian Information Security Association (AISA)
- 2020: Two papers accepted for publications in International Conference - IEEE Trustcom 2020 (Core A)
- 2019: Research Impact Award from the School of IT at Deakin
- 2019: One paper published at ACM Computing Survey titled "Applications of distributed ledger technologies to the internet of things: a survey" (Q1)
- 2018, 2019: two papers published in International Conference - ICSOC (Core A)
- 2013: The leading 1st inventor for one Australian patent on real-time FPGA-based computer intrusion detection security system
- 2013: UNSW Early Career Researcher Award 2013 (AUD$23,000)
- 2012: UNSW Early Career Researcher Award 2012 (AUD$ 15,260)
- 2011: UNSW Vice-chancellor Postdoctoral Fellow
- 2007: Highly-commended Student Paper award in the International conference on Wireless Broadband and Ultra Wideband Communication (Auswireless'07) in Sydney, Australia
- 2006: IEEE/IFIP Best student paper award for NOMs in Vancouver, Canada
Research interests
Frank's currently primary research interests include
- IoT security and privacy, OT security in MEC.
- Human factorised next generation authentication/IDS for the Critical Infrastructure.
- Personalised behavior-based anomaly detection in Social Nets.
- Quantum Cryptography and Quantum-inspired computing including Quantum reinforcement learning
- Active defence systems for connected autonomous vehicles,
- Social behaviour-based personalised anomaly detection;
- Fake news early stage detection and source traceability,
- Blockchain-enabled Social Trustworthy Schemes
- Blockchain-based supply chain/logistics.
- Medical image segmentation for 3D EM images
- High frequency modulation/demodulation for Underwater Communications
Teaching interests
- SIT327,
- SIT326,
- SIT382,
- SIT719,
- SIT735,
- SIT321,
- SIT105.
Research groups
- Centre for Cyber Security Research and Innovation (CSRI)
- Internet of Things (IoT) Research Cluster
- Smart Ed Tech Innovation Lab
Projects
1. Chief Investigator (5th CI), Cyber-Safe Connected Vehicles: Ensuring Secure, Trusted, and Robust Cooperative Automotive Systems, AEGP Grant, 2019 - 2021 ($494,900)
2. Chief Investigator (1st CI), An Advanced Blockchain-Based Authentication Scheme for Autonomous Vehicular Fog Infrastructure, SEBE RGS (2020), ($15000)
3. Chief Investigator (1st CI), A New Blockchain-based Social Media Users Anomaly Detection System, SEBE RGS (2019) , ($18000)
4. Chief Investigator (1st CI), Analytics Engagement Framework for NSW Trustee and Guardian – AUD200K; NSW Trustee & Guardian (NSW Trustee and Guardian) (2016)
5. Chief Investigator (3rd CI), Building Deep Insights and Advanced Care Giver - Client Workforce Modeling – AUD 250K; KinCare Health Services Pty Ltd (2015)
6. Chief Investigator (4th CI), Discovering Deep Insights Into Customer Retention in Colonial First State (CFS) – AUD 400K; Colonial Mutual (2015)
Publications
A hybrid cyber defense framework for reconnaissance attack in industrial control systems
X Qin, F Jiang, C Dong, R Doss
(2024), Vol. 136, Computers and Security, C1
Ransomware early detection: A survey
M Cen, F Jiang, X Qin, Q Jiang, R Doss
(2024), Vol. 239, Computer Networks, C1
Securing Smart UAV Delivery Systems Using Zero Trust Principle-Driven Blockchain Architecture
C Dong, S Pal, Q An, A Yao, F Jiang, Z Xu, J Li, M Lu, Y Song, S Chen, X Liu
(2024), pp. 315-322, Proceedings of the 2023 IEEE International Conference on Blockchain 2023, Danzhou, China, E1
TBAF: A Two-Stage Biometric-Assisted Authentication Framework in Edge-Integrated UAV Delivery System
Z Zhang, H Wang, A Yao, X Li, F Jiang, J Xu, X Liu
(2024), Vol. 14493 LNCS, pp. 168-188, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), E1
Bowei Zhang, Xiaoliang Wang, Ru Xie, Chuncao Li, Huazheng Zhang, Frank Jiang
(2023), Vol. 139, pp. 17-28, Future Generation Computer Systems, Amsterdam, The Netherlands, C1
Intrusion Detection Scheme With Dimensionality Reduction in Next Generation Networks
Keshav Sood, Mohammad Nosouhi, Dinh Nguyen, Frank Jiang, Morshed Chowdhury, Robin Doss
(2023), Vol. 18, pp. 965-979, IEEE Transactions on Information Forensics and Security, Piscataway, N.J., C1
Hybrid cyber defense strategies using Honey-X: A survey
X Qin, F Jiang, M Cen, R Doss
(2023), Vol. 230, Computer Networks, C1
A Yao, G Li, X Li, F Jiang, J Xu, X Liu
(2023), Vol. 19, pp. 1-22, Array, Amsterdam, The Netherlands, C1
Chengzu Dong, Jingwen Zhou, Qi An, Frank Jiang, Shiping Chen, Lei Pan, Xiao Liu
(2023), Vol. 7, pp. 1-17, Drones, Basel, Switzerland, C1
Zero trust cybersecurity: Critical success factors and A maturity assessment framework
W Yeoh, M Liu, M Shore, F Jiang
(2023), Vol. 133, Computers and Security, C1
Improving National Digital Identity Systems Usage: Human-Centric Cybersecurity Survey
M Hilowle, W Yeoh, M Grobler, G Pye, F Jiang
(2023), pp. 1-15, Journal of Computer Information Systems, London, Eng., C1
D Liu, P Cheng, J Cheng, J Liu, M Lu, F Jiang
(2023), Vol. 280, pp. 1-14, Knowledge-Based Systems, Amsterdam, The Netherlands, C1-1
Multi-Featured Anomaly Detection for Mobile Edge Computing Based UAV Delivery Systems
Leilei Xu, Xiao Liu, Frank Jiang, Yi Xu, Aiting Yao, Jia Xu, Xuejun Li
(2023), pp. 58-65, ACSW 2023 : Proceedings of the Australasian Computer Science Week, Melbourne, Victoria, E1
A Secure and Efficient Renewable Energy Sharing Framework for Distributed Prosumers
Q An, C Dong, J Li, F Jiang
(2023), 2023 IEEE IAS Global Conference on Renewable Energy and Hydrogen Technologies, GlobConHT 2023, E1
BDFL: A Blockchain-Enabled FL Framework for Edge-based Smart UAV Delivery Systems
Chengzu Dong, Zhiyu Xu, Frank Jiang, Shantanu Pal, Chong Zhang, Shiping Chen, Xiao Liu
(2023), pp. 1-11, ASSS '23 : Proceedings of the Third International Symposium on Advanced Security on Software and Systems, Melbourne, Vic., E1
Revolutionizing Virtual Shopping Experiences: A Blockchain-Based Metaverse UAV Delivery Solution
C Dong, J Zhou, Q An, F Jiang, S Chen, X Liu
(2023), pp. 658-661, Proceedings - 2023 IEEE International Conference on Metaverse Computing, Networking and Applications, MetaCom 2023, E1
Secure Data Provenance for Internet of Vehicles with Verifiable Credentials
A Nepal, R Doss, F Jiang
(2023), pp. 210-218, 2023 IEEE 14th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2023, E1
C Dong, J Zhou, A Yao, Z Xu, F Jiang, S Chen, X Liu
(2023), pp. 1032-1039, ICDM Workshops 2023 : Proceedings of the IEEE International Conference on Data Mining Workshops, Shanghai, China, E1
Multi-Factor Continuous Authentication of Drivers Leveraging Smartphone
Y Song, F Jiang, S Ali Shah, R Doss
(2023), pp. 1-9, SWC 2023 : Smart World Congress : Proceedings of the 20th IEEE Autonomous and Trusted Vehicles Conference, Portsmouth, United Kingdom, E1
X Li, L Gong, X Liu, F Jiang, W Shi, L Fan, H Gao, R Li, J Xu
(2022), Vol. 34, Concurrency and Computation: Practice and Experience, C1
An Improved SLIC Algorithm for Segmentation of Microscopic Cell Images
F He, M Mahmud, A Kouzani, A Anwar, F Jiang, S Ling
(2022), Vol. 73, pp. 1-6, Biomedical Signal Processing and Control, Amsterdam, The Netherlands, C1
Rolling Surface Defect Inspection for Drum-Shaped Rollers Based on Deep Learning
J Tao, Y Zhu, F Jiang, H Liu, H Liu
(2022), Vol. 22, pp. 8693-8700, IEEE Sensors Journal, Piscataway, N.J., C1-1
Sensitive Information Protection Model Based on Bayesian Game
Y Liu, Z Liu, X Wang, Q Yang, G Zuo, F Jiang
(2022), Vol. 73, pp. 883-898, Computers, Materials and Continua, Henderson, Nev., C1-1
Users' Adoption of National Digital Identity Systems: Human-Centric Cybersecurity Review
M Hilowle, W Yeoh, M Grobler, G Pye, F Jiang
(2022), pp. 1-16, Journal of Computer Information Systems, London, Eng., C1
A New Zero-Trust Aided Smart Key Authentication Scheme in IoV
Y Song, F Jiang, S Ali Shah, R Doss
(2022), pp. 630-636, Proceedings of the IEEE Conference on Pervasive Computing and Communications 2022 Conference, Workshops and other Affiliated Events, Pisa, Italy, E1
A Scheme to Improve the Security of IoT Communication
J Fu, X Wang, Y Liu, Q Yang, F Jiang
(2022), Vol. 13340, pp. 455-468, ICAIS 2022 : Proceedings of the Artificial Intelligence and Security 2022 Conference, Qinghai, China and Online, E1
Continuous Authentication for UAV Delivery Systems under Zero-Trust Security Framework
C Dong, F Jiang, S Chen, X Liu
(2022), pp. 123-132, IEEE EDGE 2022 : Proceedings of the 6th IEEE International Conference on Edge Computing 2022, Barcelona, Spain, E1
A Decentralised Blockchain-Based Secure Authentication Scheme for IoT Devices
E Haqani, Z Baig, F Jiang
(2022), Vol. 436, pp. 123-144, Lecture Notes in Networks and Systems, E1
Demo:Dynamic Suppression of Selfish Node Attack Motivation in the Process of VANET Communication
B Zhang, X Wang, R Xie, H Zhang, F Jiang
(2022), pp. 1288-1291, ICDCS 2022 : Proceedings of the IEEE International Conference on Distributed Computing Systems 2022, Bologna, Italy, E1
Towards Improving the Adoption and Usage of National Digital Identity Systems
Malyun Hilowle, William Yeoh, Marthie Grobler, Graeme Pye, Frank Jiang
(2022), pp. 1-6, ASE 2022 : Automated Software Engineering : Proceedings of Institute of Electrical and Electronics Engineers 2022 conference, Rochester, Michigan, U.S., E1
Effective Quarantine and Recovery Scheme against Advanced Persistent Threat
L Yang, P Li, X Yang, Y Xiang, F Jiang, W Zhou
(2021), Vol. 51, pp. 5977-5991, IEEE Transactions on Systems, Man, and Cybernetics: Systems, C1
R Li, X Li, J Xu, F Jiang, Z Jia, D Shao, L Pan, X Liu
(2021), Vol. 33, Concurrency and Computation: Practice and Experience, C1
A neuron image segmentation method based Deep Boltzmann Machine and CV model
F He, X Huang, X Wang, S Qiu, F Jiang, S Ling
(2021), Vol. 89, Computerized Medical Imaging and Graphics, United States, C1
Improving Language Translation Using the Hidden Markov Model
Y Chang, X Wang, M Xue, Y Liu, F Jiang
(2021), Vol. 67, pp. 3921-3931, Computers, Materials and Continua, C1
A Novel Anonymous Authentication Scheme Based on Edge Computing in Internet of Vehicles
X Wang, X She, L Bai, Y Qing, F Jiang
(2021), Vol. 67, pp. 3349-3361, Computers, Materials and Continua, C1
Smooth Surface Defect Detection by Deep Learning Based on Wrapped Phase Map
J Tao, Y Zhu, W Liu, F Jiang, H Liu
(2021), Vol. 21, pp. 16236-16244, IEEE Sensors Journal, C1
LSTM android malicious behavior analysis based on feature weighting
Q Yang, X Wang, J Zheng, W Ge, M Bai, F Jiang
(2021), Vol. 15, pp. 2188-2203, KSII transactions on internet and information systems, Seoul, Republic of Korea, C1
Design of intelligent mosquito nets based on deep learning algorithms
Y Liu, X Wang, X She, M Yi, Y Li, F Jiang
(2021), Vol. 69, pp. 2261-2276, Computers, Materials and Continua, C1
EEG-based emotion recognition via capsule network with channel-wise attention and LSTM models
L Deng, X Wang, F Jiang, R Doss
(2021), Vol. 3, pp. 425-435, CCF Transactions on Pervasive Computing and Interaction, C1
Blockchain for Cybersecurity: Systematic Literature Review and Classification
M Liu, W Yeoh, F Jiang, K Choo
(2021), Journal of Computer Information Systems, C1
A Blockchain-aided Self-Sovereign Identity Framework for Edge-based UAV Delivery System
Chengzu Dong, Frank Jiang, Xuejun Li, Aiting Yao, Gang Li, Xiao Liu
(2021), pp. 622-624, CCGrid 2021 : Proceedings of the 21st IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, Melbourne, Victoria, E1
Federated Learning with Extreme Label Skew: A Data Extension Approach
Saheed Tijani, Xingjun Ma, Ran Zhang, Frank Jiang, Robin Ram Mohan Doss
(2021), pp. 1-8, IJCNN 2021 : Proceedings of the International Joint Conference on Neural Networks, Shenzhen, China, E1
An Edge based Federated Learning Framework for Person Re-identification in UAV Delivery Service
Chong Zhang, Xiao Liu, Jia Xu, Tianxiang Chen, Gang Li, Frank Jiang, Xuejun Li
(2021), pp. 500-505, IEEE ICWS 2021 : Proceedings of the 2021 IEEE International Conference on Web Services, Chicago, Ill., E1
Evaluating the Current State of Application Programming Interfaces for Verifiable Credentials
N Lalchandani, F Jiang, J Jeong, Y Zolotavkin, R Doss
(2021), pp. 1-11, PST 2021: Proceedings of the 18th Privacy, Security and Trusts 2021 International Conference, Auckland, N.Z., E1
A Novel Security Framework for Edge Computing based UAV Delivery System
Aiting Yao, Frank Jiang, Xuejun Li, Chengzu Dong, Jia Xu, Yi Xu, Gang Li, Xiao Liu
(2021), pp. 1-8, TrustCom 2021 : Proceedings of the 20th IEEE International Conference on Trust, Security and Privacy in Computing and Communications 2021, Shenyang, China, E1
A Blockchain Scheme Based on DAG Structure Security Solution for IIoT
P Zeng, X Wang, L Dong, X She, F Jiang
(2021), pp. 935-943, Proceedings - 2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2021, Shenyang, China, E1
Social Spammer Detection Based on Semi-Supervised Learning
X Zhang, F Jiang, R Zhang, S Li, Y Zhou
(2021), pp. 849-855, TrustCom 2021 : Proceedings of the 2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications, Shenyang, China, E1
A New Markov Decision Process Based Behavioral Prediction System for Airborne Crews
Y Zhang, K Yao, J Zhang, F Jiang, M Warren
(2020), Vol. 8, pp. 28021-28032, IEEE Access, C1
Pengjie Zeng, Xiaoliang Wang, Hao Li, Frank Jiang, Robin Doss
(2020), Vol. 8, pp. 33644-33657, IEEE Access, Piscataway, N.J., C1
VoterChoice: A ransomware detection honeypot with multiple voting framework
C Keong Ng, S Rajasegarar, L Pan, F Jiang, L Zhang
(2020), Vol. 32, Concurrency and Computation: Practice and Experience, C1
Uav swarm mission planning in dynamic environment using consensus-based bundle algorithm
Y Zhang, W Feng, G Shi, F Jiang, M Chowdhury, S Ling
(2020), Vol. 20, Sensors (Switzerland), Switzerland, C1
Responsible use of technology to combat cyberbullying among young people
C Kaluarachchi, M Warren, F Jiang
(2020), Vol. 24, Australasian Journal of Information Systems, Melbourne, AUSTRALIA, C1
Image super-resolution based on generative adversarial networks: A brief review
K Fu, J Peng, H Zhang, X Wang, F Jiang
(2020), Vol. 64, pp. 1977-1997, Computers, Materials and Continua, C1
BlockMeds: a Blockchain-based online prescription system with privacy protection
M He, X Han, F Jiang, R Zhang, X Liu, X Liu
(2020), Vol. 12019, pp. 299-303, ICSOC 2019 : Proceedings of the 17th International Conference on Service-Oriented Computing 2019, Toulouse, France, E1
Malware classifications based on static-dynamic features and factorization machines
H Long, Z Li, F Jiang
(2020), Vol. 1254, pp. 246-257, ICAIS 2020 : Proceedings of the 6th International Conference on Artificial Intelligence and Security, Hohhot, China, E1
Biologically inspired smart contract: A blockchain-based DDoS detection system
Xu Han, Rongbai Zhang, Xingzi Liu, Frank Jiang
(2020), ICNSC 2020 : Proceedings of IEEE International Conference on Networking, Sensing and Control, Nanjing, Chine (online), E1
A new social user anomaly behavior detection system based on blockchain and smart contract
Xingzi Liu, Frank Jiang, Rongbai Zhang
(2020), ICNSC 2020 : Proceedings of IEEE International Conference on Networking, Sensing and Control, Nanjing, China (Online), E1
A Feedback-Driven Lightweight Reputation Scheme for IoV
Rohan Dahiya, Frank Jiang, Robin Ram Mohan Doss
(2020), pp. 1060-1068, TrustCom 2020 : Proceedings of the 19th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, Guangzhou, China, E1
Avoiding Geographic Regions in Tor
Matthew Ryan, Morshed Chowdhury, Frank Jiang, Robin Ram Mohan Doss
(2020), pp. 802-809, TrustCom 2020 : Proceedings of the 19th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, Guangzhou, China, E1
An improved authentication scheme for internet of vehicles based on blockchain technology
X Wang, P Zeng, N Patterson, F Jiang, R Doss
(2019), Vol. 7, pp. 45061-45072, IEEE Access, C1
An early warning system for curved road based on oV7670 image acquisition and STM32
X Wang, W Song, B Zhang, B Mausler, F Jiang
(2019), Vol. 59, pp. 135-147, Computers, Materials and Continua, C1
Static malware clustering using enhanced deep embedding method
C Ng, F Jiang, L Zhang, W Zhou
(2019), Vol. 31, Concurrency and Computation: Practice and Experience, C1
A dual privacy-preservation scheme for cloud-based eHealth systems
X Wang, L Bai, Q Yang, L Wang, F Jiang
(2019), Vol. 47, pp. 132-138, Journal of information security and applications, Amsterdam, The Netherlands, C1-1
Applications of distributed ledger technologies to the internet of things: a survey
Q Zhu, S Loke, R Trujillo Rasua, F Jiang, Y Xiang
(2019), Vol. 52, pp. 1-34, ACM computing surveys, New York, N.Y., C1
Cyber security insights into self-proclaimed virtual world hackers
Nicholas Patterson, M Hobbs, F Jiang, L Pan
(2019), pp. 73-87, CSITEC 2019 : Proceedings of the 5th International Conference on Computer Science, Information Technology, Vienna, Austria, E1
An efficient dynamic group-based batch verification scheme for vehicular sensor networks
L Jiang, Y Wang, J Tian, F Jiang, Nicholas Patterson, R Ram Mohan Doss
(2019), pp. 52-64, FNSS 2019 : Proceedings of the 5th International Conference of Future Network Systems and Security, Melbourne, Victoria, E1
Quorum chain-based malware detection in android smart devices
F Gao, F Jiang, Y Zhang, R Doss
(2019), Vol. 1113, pp. 212-224, FNSS 2019 : Future Network Systems and Security : 5th International Conference, FNSS 2019 Melbourne, VIC, Australia, November 27–29, 2019 Proceedings, Melbourne, Vic., E1
Chintha Kaluarachchi, Matthew Warren, Frank Jiang
(2019), pp. 1-6, AiCE 2019 : Proceedings of 8th Australian Institute of Computer Ethics Conference, Melbourne, Victoria, E1
Mapping Functions Driven Robust Retinal Vessel Segmentation via Training Patches
H Xia, F Jiang, S Deng, J Xin, R Doss
(2018), Vol. 6, pp. 61973-61982, IEEE Access, C1
Y Luo, S Tang, X Qin, L Cao, F Jiang, J Liu
(2018), Vol. 6, pp. 77740-77753, IEEE access, Piscataway, N.J., C1
Single image rain removal via a simplified residual dense network
H Xia, R Zhuge, H Li, S Song, F Jiang, M Xu
(2018), Vol. 8, pp. 66522-66535, IEEE Access, Piscataway, N.J., C1-1
Classification of cardiovascular disease via a new softMax model
L Hao, S Ling, F Jiang
(2018), pp. 486-489, EMBC 2018 : Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Honolulu, Hi., E1-1
A new binary hybrid particle swarm optimization with wavelet mutation
F Jiang, H Xia, Q Anh Tran, Q Minh Ha, N Quang Tran, J Hu
(2017), Vol. 130, pp. 90-101, Knowledge-Based Systems, Amsterdam, The Netherlands, C1-1
Constrained NMF-based semi-supervised learning for social media spammer detection
D Yu, N Chen, F Jiang, B Fu, A Qin
(2017), Vol. 125, pp. 64-73, Knowledge-Based Systems, Amsterdam, The Netherlands, C1-1
Dynamic power allocation for a multiuser transmitter with hybrid energy sources
D Liu, J Lin, J Wang, F Jiang
(2017), Vol. 2017, pp. 1-12, EURASIP Journal on Wireless Communications and Networking, Berlin, Germany, C1-1
Road vehicle alert system using IOT
Z Chaczko, F Jiang, B Ahmed
(2017), pp. 488-493, ICSEng 2017 : Proceedings of the 25th International Conference on Systems Engineering, Las Vegas, Nev., E1-1
Deformable template matching using proposal-based best-buddies similarity
H Xia, W Zhao, Z Zhou, F Jiang, H Li, X He
(2017), pp. 517-521, Proceedings - 16th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, 11th IEEE International Conference on Big Data Science and Engineering and 14th IEEE International Conference on Embedded Software and Systems, Trustcom/BigDataSE/ICESS 2017, Sydney, N.S.W., E1-1
S Ling, K Chan, F Leung, F Jiang, H Nguyen
(2016), Vol. 47, pp. 68-80, Engineering Applications of Artificial Intelligence, Amsterdam, The Netherlands, C1-1
Classifying sybil in MSNs using C4.5
A Chinchore, G Xu, F Jiang
(2016), pp. 1-6, BESC 2016 - Proceedings of the 2016 International Conference on Behavioral, Economic, Socio - Cultural Computing, Durham, N.C., E1-1
Coupled behavioral analysis for user preference-based email spamming
F Jiang, J Gan, Y Xu, G Xu
(2016), pp. 1-5, BESC 2016 - Proceedings of IEEE 2016 International Conference on Behavioral, Economic, Socio - Cultural Computing, Durham, N.C., E1-1
Robust retinal vessel segmentation via clustering-based patch mapping functions
H Xia, S Deng, M Li, F Jiang
(2016), pp. 520-523, BIBM 2016 : Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, Shenzhen, China, E1-1
A novel method of cervical cell image segmentation via region merging and SLIC
H Xia, K Jin, F Jiang, Q Tran
(2016), pp. 153-158, SoICT '16 : Proceedings of the Seventh Symposium on Information and Communication Technology, Ho Chi Minh City, Vietnam, E1-1
User preference-based spamming detection with coupled behavioral analysis
F Jiang, M Tang, Q Tran
(2016), Vol. 10066, pp. 466-477, SpaCCS 2016 : Proceedings of the Security, Privacy, and Anonymity in Computation, Communication, and Storage 9th International Conference, Zhangjiajie, China, E1-1
A gradient learning optimization for dynamic power management
Y Li, F Jiang
(2015), pp. 2061-2066, SMC 2015 : Proceedings of the 2015 IEEE International Conference on Systems, Man, and Cybernetics, Hong Kong, E1-1
Effectively predicting whether and when a topic will become prevalent in a social network
W Liu, Z Deng, X Gong, F Jiang, I Tsang
(2015), Vol. 1, pp. 210-216, AAAI 2015 : Proceedings of the 29th AAAI Conference on Artificial Intelligence, Austin, Texax, E1-1
Binary hybrid particle swarm optimization withwavelet mutation
Q Tran, Q Dinh, F Jiang
(2015), Vol. 326, pp. 261-272, KSE 2014 : Knowledge and Systems Engineering : Proceedings of the Sixth International Conference, Hanoi, Vietnam, E1-1
Intelligent Sybil attack detection on abnormal connectivity behavior in mobile social networks
A Chinchore, F Jiang, G Xu
(2015), Vol. 224, pp. 602-617, KMO 2015 : Knowledge management in organizations : 10th International Conference, KMO 2015, Maribor, Slovenia, August 24-28, 2015, Proceedings, Maribor, Slovenia, E1-1
Multi-qudit information splitting with multiple controllers
S Li, M Jiang, F Jiang, X Chen
(2014), Vol. 13, pp. 1057-1066, Quantum Information Processing, Berlin, Germany, C1-1
Automated generation of ham rules for Vietnamese spam filtering
Q Dang Dinh, Q Tran, F Jiang
(2014), pp. 1-5, CISDA 2014 : Proceedings of the Seventh IEEE Symposium on Computational Intelligence for Security and Defense Applications, Hanoi, Vietnam, E1-1
S Ling, F Jiang
(2014), pp. 1245-1250, ICARCV 2014 : Proceedings of the 13th International Conference on Control Automation Robotics & Vision, Singapore, E1-1
F Jiang, D Luo
(2014), pp. 1254-1261, ICDMW 2014 : Proceedings of the IEEE International Conference on Data Mining Workshop, Shenzhen, China, E1-1
Quantum information splitting with many-party controllers
M Jiang, F Jiang
(2014), pp. 1247-1251, WCICA 2014 : Proceeding of the 11th World Congress on Intelligent Control and Automation, Shenyang, China, E1-1
F Jiang, D Luo
(2014), pp. 1254-1261, Proceedings of the 2014 IEEE International Conference on Data Mining Workshop (ICDMW 2014), Shenzhen, China, E1-1
Agent-based self-adaptable context-aware network vulnerability assessment
F Jiang, D Dong, L Cao, M Frater
(2013), Vol. 10, pp. 255-270, IEEE transactions on network and service management, Piscataway, N.J., C1-1
Deterministic joint remote preparation of arbitrary multi-qudit states
M Jiang, F Jiang
(2013), Vol. 377, pp. 2524-2530, Physics Letters A, Amsterdam, The Netherlands, C1-1
LOARP: A low overhead routing protocol for underwater acoustic sensor networks
R Rahman, C Benson, F Jiang, M Frater
(2013), Vol. 8, pp. 317-330, Journal of networks, Oulu, Finland, C1-1
F Jiang, M Frater
(2013), pp. 30-35, IEEE-CYBER 2013 : 2013 IEEE International Conference on Cyber Technology in Automation, Control and Intelligent System : May 26-29, 2013, Nanjing, China, Nanjing, China, E1-1
Cooperative multi-target tracking in passive sensor-based networks
F Jiang, J Hu
(2013), pp. 4340-4345, WCNC 2013 : Proceedings of the IEEE Wireless Communications and Networking Conference, Shanghai, China, E1-1
The Implementation of 3TZ Model of Software Development
Z Chaczko, S Aslanzadeh, F Jiang, R Klempous
(2012), Vol. 58, pp. 433-439, International Journal of Electronics and Telecommunications, C1-1
A comparison of two IPv4/IPv6 transition mechanisms - OpenVPN and IVI
C Vu, Q Tran, F Jiang
(2012), Vol. 1479, pp. 1532-1538, International Conference on Numerical Analysis and Applied Mathematics 2012 (ICNAAM-2012), Kos, Greece, E1-1
Threshold-based image segmentation through an improved particle swarm optimisation
F Jiang, M Frater, M Pickering
(2012), 2012 International Conference on Digital Image Computing Techniques and Applications, DICTA 2012, Fremantle, W.A., E1-1
Hybrid control of uncertain quantum systems via fuzzy estimation and quantum reinforcement learning
C Chen, F Jiang, D Dong
(2012), pp. 7177-7182, 2012 31st Chinese Control Conference (CCC 2012), Hefei, China, E1-1
Email user ranking based on email networks
Q Tran, M Vu, M Frater, F Jiang
(2012), Vol. 1479, pp. 1512-1517, International Conference on Numerical Analysis and Applied Mathematics 2012 (ICNAAM-2012), Kos, Greece, E1-1
I Fathirad, J Devlin, F Jiang
(2012), Vol. 1479, pp. 1524-1531, International Conference on Numerical Analysis and Applied Mathematics 2012 (ICNAAM-2012), Kos, Greece, E1-1
The application of extreme learning machines to the network intrusion detection problem
G Creech, F Jiang
(2012), Vol. 1479, pp. 1506-1511, International Conference on Numerical Analysis and Applied Mathematics 2012 (ICNAAM-2012), Kos, Greece, E1-1
Semantics based multi-layered networks for spam email detection
G Creech, F Jiang
(2012), Vol. 1479, pp. 1518-1523, International Conference on Numerical Analysis and Applied Mathematics 2012 (ICNAAM-2012), Kos, Greece, E1-1
Self-provisioning of network services with quantum-inspired reinforcement learning and adaptation
F Jiang, D Dong, M Frater
(2012), pp. 169-174, Proceedings of 2012 9th IEEE International Conference on Networking, Sensing and Control, ICNSC 2012, E1-1
Q Tran, F Jiang, Q Ha
(2012), pp. 86-92, Proceedings - 4th International Conference on Knowledge and Systems Engineering, KSE 2012, E1-1
Q Tran, F Jiang, J Hu
(2012), pp. 201-208, Proc. of the 11th IEEE Int. Conference on Trust, Security and Privacy in Computing and Communications, TrustCom-2012 - 11th IEEE Int. Conference on Ubiquitous Computing and Communications, IUCC-2012, E1-1
F Jiang, S Ling, K Chan, Z Chaczko, F Leung, M Frater
(2012), IEEE International Conference on Fuzzy Systems, E1-1
A hypoglycemic episode diagnosis system based on neural networks for type 1 diabetes mellitus
K Chan, S Ling, H Nguyen, F Jiang
(2012), 2012 IEEE Congress on Evolutionary Computation, CEC 2012, Brisbane, QLD, E1-1
Intelligent fuzzy particle swarm optimization with cross-mutated operation
S Ling, H Nguyen, F Leung, K Chan, F Jiang
(2012), 2012 IEEE Congress on Evolutionary Computation, CEC 2012, Brisbane, QLD, E1-1
Hybrid fuzzy logic-based particle swarm optimization for flow shop scheduling problem
S Ling, F Jiang, H Nguyen, K Chan
(2011), Vol. 10, pp. 335-356, International Journal of Computational Intelligence and Applications, C1-1
A nature inspired anomaly detection system using multiple detection engines
F Jiang, S Ling, J Agbinya
(2011), pp. 200-205, IB2COM 2011 - 6th International Conference on Broadband Communications and Biomedical Applications, Program, E1-1
A bio-inspired host-based multi-engine detection system with sequential pattern recognition
F Jiang, M Frater, J Hu
(2011), pp. 145-150, Proceedings - IEEE 9th International Conference on Dependable, Autonomic and Secure Computing, DASC 2011, E1-1
A distributed smart routing scheme for terrestrial sensor networks with hybrid Neural Rough Sets
F Jiang, M Frater, S Ling
(2011), pp. 2238-2244, IEEE International Conference on Fuzzy Systems, E1-1
Permutation flow shop scheduling: Fuzzy particle swarm optimization approach
S Ling, F Jiang, H Nguyen, K Chan
(2011), pp. 572-578, IEEE International Conference on Fuzzy Systems, E1-1
A biologically inspired service architecture in ubiquitous computing environments
F Chiang, R Braun
(2009), Vol. 4388 LNCS, pp. 253-258, Active and Programmable Networks, B1-1
Frank Jiang
(2008), pp. 345-387, Advances in Broadband Communication and Networks, Gistrup, Denmark, B1-1
Self-configuration of network services with biologically inspired learning and adaptation
F Chiang, R Braun, J Agbinya
(2007), Vol. 15, pp. 87-116, Journal of Network and Systems Management, C1
A biologically-inspired multi-agent framework for autonomic service management
F Chiang, R Braun, J Hughes
(2007), Vol. 2, pp. 261-276, International Journal of Pervasive Computing and Communications, C1-1
Self-adaptability and vulnerability assessment of secure autonomic communication networks
F Chiang, R Braun
(2007), Vol. 4773, pp. 112-122, Managing next generation networks and services : 10th Asia-Pacific Network Operations and Management Symposium, APNOMS 2007, Sapporo, Japan, October 10-12, 2007 : proceedings, Sapporo-shi, Japan, E1-1
Ant-based topology convergence algorithms for resource management in VANETs
F Chiang, Z Chaczko, J Agbinya, R Braun
(2007), Vol. 4739, pp. 992-1000, Computer aided systems theory-- EUROCAST 2007 : 11th International Conference on Computer Aided Systems Theory, Las Palmas de Gran Canaria, Spain, February 12-16, 2007 : revised selected papers, Las Palmas, Canary Islands, E1-1
Towards a management paradigm with a constrained benchmark for autonomic communications
F Chiang, R Braun
(2007), Vol. 4456, pp. 250-258, Computational Intelligence and Security : International Conference, CIS 2006. Guangzhou, China, November 3-6, 2006. Revised Selected Papers, Guangzhou, Peoples Republic of China, E1-1
Integrating object-oriented O:XML semantics into autonomic decentralised functionalities
F Chiang, H Fernandez, R Braun, J Agbinya
(2007), pp. 768-773, ISCIT 2007 - 2007 International Symposium on Communications and Information Technologies Proceedings, E1-1
Autonomic service configuration for telecommunication MASs with extended role-based GAIA and JADEx
F Chiang, R Braun, Z Huaug, S Magrath, S Markovits
(2005), Vol. 2, pp. 1319-1324, 2005 International Conference on Services Systems and Services Management, Proceedings of ICSSSM'05, Chongquing, China, E1-1
Implementing an autonomic service activation paradigm through market-based design mechanisms
F Chiang
(2005), Vol. 2005, pp. 802-807, 2005 3rd IEEE International Conference on Industrial Informatics, INDIN, Perth, W.A., E1-1
Autonomics in telecommunications service activation
Shane Magrath, Frank Chiang, Shmuel Markovits, Robin Braun, Fernando Cuervo
(2005), pp. 731-737, ISADS 2005 : Proceedings of the International Symposium on Autonomous Decentralized Systems 2005 conference, Chengdu, China, E1-1
Funded Projects at Deakin
Other Public Sector Funding
Cyber-Safe Connected Vehicles: Ensuring Secure, Trusted, and Robust Cooperative Automotive systems.
Prof Robin Ram Mohan Doss, Prof Seng Loke, A/Prof Lei Pan, Dr Rolando Trujillo Rasua, Dr Frank Jiang, Dr Leo Zhang
Department of Industry, Innovation and Science
- 2022: $74,235
- 2021: $123,725
- 2019: $296,940
Build Al into Edge Computing with Blockchain.
A/Prof Xiao Liu, Dr Frank Jiang
CSIRO Scholarship - Commonwealth Scientific and Industrial Research Organisation
- 2023: $20,000
- 2022: $4,906
- 2021: $3,066
Industry and Other Funding
A FPGA/DSP Demonstrator for OT / IT Converged ICS Security, Trustworthiness in Industry 4.0
Dr Frank Jiang
BCU World Pty Ltd
- 2021: $31,068
Learning Based Cyberbullying Dissemination and Source Identification Across Multiple Online Platforms.
Dr Frank Jiang
MDP Technology Pty Ltd
- 2021: $14,316
A Decentralised Intrinsic Authentication and Privacy Preserved FPGA System with Context Fingerprints for Trustworthy IoT Ecosystem.
Dr Frank Jiang
Smartface Fintech Pty Ltd
- 2021: $15,000
Australian Guide to Implementing Food Traceability (AGIFT) - Seafood.
Ms Rose Elphick-Darling, Mr David Downie, Dr Patricia Mclean, Mr Ruben Rendon Benavides, Dr Frank Jiang
Wayfinder - Woolworths Group
- 2022: $200,000
Trace-2-Place
Ms Rose Elphick-Darling, Dr Patricia Mclean, Dr Frank Jiang
Agribusiness Connect Ltd
- 2023: $74,200
Other Funding Sources
National Authentication Governance and Human Framework.
Prof Robin Ram Mohan Doss, A/Prof William Yeoh, Dr Graeme Pye, Dr Frank Jiang
Cyber Security Research Centre Limited
- 2023: $23,500
- 2022: $38,803
- 2021: $47,000
- 2020: $23,500
A Decentralised Blockchain-based Secure Authentication Scheme for IoT.
Dr Zubair Baig, Dr Frank Jiang
Cyber Security Research Centre Limited
- 2021: $10,700
Robust Authentication using Ambient Intelligence in Smart Environments (RAAISE).
Prof Robin Ram Mohan Doss, Dr Zubair Baig, Dr Adnan Anwar, Dr Frank Jiang
Cyber Security Research Centre Limited
- 2023: $259,606
- 2022: $159,674
Secure Data Provenance in the Internet of Vehicles.
Prof Robin Ram Mohan Doss, Dr Frank Jiang, Mr Anuj Nepal
iMove Australia Limited
- 2024: $2,700
- 2023: $13,500
- 2022: $4,507
Sharing Cybersecurity Data for Australian Research (SCReeD).
Prof Jemal Abawajy, Prof Chang-Tsun Li, Prof Gang Li, A/Prof William Yeoh, Dr Shamsul Huda, Dr Frank Jiang, Dr Jack Li
Cyber Security Research Centre Limited
- 2024: $25,000
- 2023: $12,500
- 2022: $10,320
Socrates: Software Security with a focus on critical technologies.
A/Prof Lei Pan, Dr Syed Wajid Ali Shah, Prof Robin Ram Mohan Doss, Dr Zubair Baig, Prof Jemal Abawajy, Prof Shiri Krebs, Dr Jayson Lamchek, Dr Shamsul Huda, Dr Muna Al-Hawawreh, Dr Naeem Syed, Dr Jack Li, Dr Ye Zhu, Dr Frank Jiang, A/Prof William Yeoh, Prof Chang-Tsun Li, A/Prof Lennon Chang, Prof Patrick Emerton, Dr Hourieh Khalajzadeh, Dr Van-Hau Trieu, Dr Yanjun Zhang, Dr Leo Zhang
Cyber Security Research Centre Limited
- 2024: $60,488
- 2023: $120,976
Supervisions
Akanksha Saini
Thesis entitled: Decentralised and lightweight blockchain-based framework for smart healthcare system
Doctor of Philosophy (Information Technology), School of Information Technology
Malyun Muhudin Hilowle
Thesis entitled: National Digital Identity Systems: A Perspective of Human-Centric Cybersecurity
Doctor of Philosophy (Information Technology), School of Information Technology
Muhmmad Abbas Kazim Al-Khiza'ay
Thesis entitled: Personalized Review Selection Using Micro-Reviews in Social Networks
Doctor of Philosophy (Information Technology), School of Information Technology
Chee Keong (Allan) Ng
Thesis entitled: VoterChoice: A Ransomware Detection Honeypot with Multiple Voting Concept
Doctor of Philosophy (Information Technology), School of Information Technology