Dr Frank Jiang

STAFF PROFILE

Position

Senior Lecturer in Cyber Security

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Melbourne Burwood Campus

Contact

frank.jiang@deakin.edu.au
+61 3 924 46677

Publications

Filter by

2020

A new Markov decision process based behavioral prediction system for airborne crews

Yaozhong Zhang, Kangjia Yao, Jiandong Zhang, Frank Jiang, Matthew Warren

(2020), Vol. 8, pp. 28021-28032, IEEE Access, Piscataway, N.J., C1

journal

A Scheme of Intelligent Traffic Light System Based on Distributed Security Architecture of Blockchain Technology

Pengjie Zeng, Xiaoliang Wang, Hao Li, Frank Jiang, Robin Doss

(2020), Vol. 8, pp. 33644-33657, IEEE Access, Piscataway, N.J., C1

journal

VoterChoice: A ransomware detection honeypot with multiple voting framework

Chee Ng, Sutharshan Rajasegarar, Lei Pan, Frank Jiang, Yu Zhang

(2020), pp. 1-29, Concurrency and Computation: Practice and Experience, Hoboken, N.J., C1

journal

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, pp. 1-21, Sensors, Basel, Switzerland, C1

journal

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

conference
2019

An improved authentication scheme for Internet of Vehicles based on blockchain technology

Xiaoliang Wang, Pengjie Zeng, Nick Patterson, Frank Jiang, Robin Doss

(2019), Vol. 7, pp. 45061-45072, IEEE access, Piscataway, N.J., C1

journal

An early warning system for curved road based on OV7670 image acquisition and STM32

Xiaoliang Wang, Wenhua Song, Bowei Zhang, Brandon Mausler, Frank Jiang

(2019), Vol. 59, pp. 135-147, Computers, materials and continua, Duluth, Ga., C1

journal

Static malware clustering using enhanced deep embedding method

Chee Ng, Frank Jiang, Leo Zhang, Wanlei Zhou

(2019), Vol. 31, pp. 1-16, Concurrency and computation: practice & experience, Chichester, Eng., C1

journal

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

conference

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

conference

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

journal

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

journal

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

conference

Effective quarantine and recovery scheme against advanced persistent threat

L Yang, P Li, X Yang, Y Xiang, F Jiang, W Zhou

(2019), pp. 1-15, IEEE transactions on systems, man, and cybernetics: systems, Piscataway, N.J., C1

journal

Responsible use of technology to protect young people who are experiencing cyberbullying in Australia

Chintha Kaluarachchi, Matthew Warren, Frank Jiang

(2019), pp. 1-6, AiCE 2019 : Proceedings of 8th Australian Institute of Computer Ethics Conference, Melbourne, Victoria, E1

conference
2018

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, Piscataway, N.J., C1

journal

A double-image encryption scheme based on amplitude-phase encoding and discrete complex random transformation

Y Luo, S Tang, X Qin, L Cao, F Jiang, J Liu

(2018), Vol. 6, pp. 77740-77753, IEEE access, Piscataway, N.J., C1

journal

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

journal
2017

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

journal

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

journal

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

conference

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

conference
2016

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

conference

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

conference

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

conference

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

conference

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

conference

Quality and robustness improvement for real world industrial systems using a fuzzy particle swarm optimization

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

journal
2015

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

conference

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

conference

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

conference

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

conference
2014

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

conference

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

journal

Application on self-provisioning of communication network service using fuzzy particle swarm optimization

S Ling, F Jiang

(2014), pp. 1245-1250, ICARCV 2014 : Proceedings of the 13th International Conference on Control Automation Robotics & Vision, Singapore, E1-1

conference

A new coupled metric learning for real-time anomalies detection with high-frequency field programmable gate arrays

F Jiang, D Luo

(2014), pp. 1254-1261, ICDMW 2014 : Proceedings of the IEEE International Conference on Data Mining Workshop, Shenzhen, China, E1-1

conference

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

conference
2013

Towards a reliable aquatic-based cyber physical system: A new context-situation aware low overhead routing scheme

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

conference

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

journal

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

journal

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

conference

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

journal

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, Dr Lei Pan, Dr Rolando Trujillo Rasua, Dr Frank Jiang, Dr Leo Zhang

  • 2019: $296,940

Supervisions

Associate Supervisor
2019

Chee Keong (Allan) Ng

Thesis entitled: VoterChoice: A Ransomware Detection Honeypot with Multiple Voting Concept

Doctor of Philosophy (Information Technology), School of Information Technology