Projects per year
Personal profile
Biography
Professor Carsten Rudolph is Deputy Dean at the Faculty of Information Technology and Director for Research at the Oceania Cyber Security Centre OCSC in Melbourne, Australia.
His research concentrates on information security, formal methods, cryptographic protocols, security of machine learning and human aspects of security with a strong focus inter-disciplinary topics. He contributes to the development of secure solutions for different areas, such as digital health or future energy networks. Further, he drives scientific exchange between cybersecurity, law and organisational informatics. Another focus of his research is on nation-level cybersecurity maturity and policy development. Dr. Rudolph has established the OCSC and leads cybersecurity maturity reviews for nations in the Pacific region, a collaboration with Oxford University.
Monash teaching commitment
Associate Professor Carsten Rudolph has experience as the Chief Examiner/Lecturer for the following units in the Faculty of IT:
- FIT1047 Introduction to computer systems, networks and security
- FIT3173 Software Security
- FIT3168 IT Forensics
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Information Security, Doctor of Philosophy, Queensland University of Technology
Award Date: 28 Mar 2002
Computer Science, Diplom Informatik, Goethe-Universität Frankfurt am Main (Goethe University Frankfurt)
Award Date: 30 Mar 1997
Research area keywords
- Cyber Security
- Trusted Computing
- Formal Methods
- Security Protocols
- Security Engineering
- Digital Forensics
- Forensic Readiness
- Network Security
- Security Verification
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Post-Quantum Cryptography in the Indo-Pacific
Steinfeld, R., Esgin, M., Sakzad, A., Rudolph, C., Phan, R. & Boorman, J.
Bureau Of East Asian and Pacific Affairs
26/09/22 → 30/09/25
Project: Research
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Algorand Centre of Excellence (ACE) on Sustainability Informatics for the Pacific
Liu, J., Rudolph, C., Pink, S., Yu, J., Gasevic, D., Steinfeld, R., Du, X., Liebman, A., Ma, X., Luebbers, J., Ince, P., Sakzad, A., Yuan, X., Baiao Dowsley, R., He, W., Ko, R. K. L., Dong, N., Kuchta, V., Komarek, A., Radke, A., Carvalho, G., Risius, M., Dargusch, P., Gramoli, V., Salampasis, D., Wang, Z., Au, M. H., Luo, X., Ali, S., Sharma, B., Boorman, J., Wainwright, T., Esgin, M., Cui, S. & Cui, H.
1/08/22 → 31/07/27
Project: Research
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RACE for 2030: Reliable Affordable Clean Energy for 2030 Cooperative Research Centre (RACE for 2030 CRC)
Beins, D., Liebman, A., Bahrani, B., Leroux, A., Kraal, D., Razzaghi, R., Strengers, Y., Goodwin, S., Pink, S., Rudolph, C., Raven, R., Bergmeir, C., Saunderson, J., Leslie, G., Gangadharan, L., Islam, A., Wang, L. C., Ward, M., Xiao, E., Wallace, M., Tack, G., Stuckey, P., Li, Y., Pan, S., de Nijs, F., Buckingham, E., Denis-Ryan, A., Ens, B., Dargaville, R., Chang, X., Yu, J., White, S., Zlatanov, N., Hyndman, R., Panagiotelis, A. & Athanasopoulos, G.
1/07/20 → 30/06/31
Project: Research
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A blockchain-based consent mechanism for access to fitness data in the healthcare context
Alhajri, M., Rudolph, C. & Shahraki, A. S., 24 Feb 2022, In: IEEE Access. 10, p. 22960-22979 20 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile -
Adversarial detection by latent style transformations
Wang, S., Nepal, S., Abuadbba, A., Rudolph, C. & Grobler, M., 2 Mar 2022, In: IEEE Transactions on Information Forensics and Security. 17, p. 1099-1114 16 p.Research output: Contribution to journal › Article › Research › peer-review
3 Citations (Scopus) -
Backdoor attacks against transfer learning with pre-trained deep learning models
Wang, S., Nepal, S., Rudolph, C., Grobler, M., Chen, S. & Chen, T., May 2022, In: IEEE Transactions on Services Computing. 15, 3, p. 1526-1539 14 p.Research output: Contribution to journal › Article › Research › peer-review
8 Citations (Scopus) -
Blockchain applications in smart grid
Xu, Z., Salehi Shahraki, A. & Rudolph, C., 2022, Proceedings of 2022 Australasian Computer Science Week (ACSW 2022). Dinh, M. (ed.). New York NY USA: Association for Computing Machinery (ACM), p. 37-45 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research
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Defeating misclassification attacks against transfer learning
Wu, B., Wang, S., Yuan, X., Wang, C., Rudolph, C. & Yang, X., 25 Jan 2022, (Accepted/In press) In: IEEE Transactions on Dependable and Secure Computing. 16 p.Research output: Contribution to journal › Article › Research › peer-review
Activities
- 1 External research organisation, centre or institute
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Member - Faculty Research Committee - Faculty of Information Technology, Monash University
Carsten Rudolph (Member)
1 Jan 2016Activity: External Academic Engagement › External research organisation, centre or institute