Projects per year
Personal profile
Biography
Dr. Carsten Rudolph is Associate Professor for Cybersecurity, the Head of Department for Software Systems and Cybersecurity at the Faculty of IT, and Director for Research of 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
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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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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Data61 CRP43 - Novel security solutions in the context of AI and potential quantum supremacy
Rudolph, C., Liu, J., Steinfeld, R., Sakzad, A., Yuan, X., Nepal, S., Globler, M., Ruj, S., Liu, D. & Knight, K.
1/01/20 → 31/12/22
Project: Research
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ARC Research Hub for Digital Enhanced Living
Mouzakis, K., Grundy, J., Venkatesh, S., Maeder, A. J., Hutchinson, A. M., Berk, M., Maddison, R., Kouzani, A. Z., Vasa, R., Calvo, R., Christensen, H. M., Williams, P., Phung, D., Yearwood, J., Gordon, S., Powers, D. M. W., Wickramasinghe, N., Bidargaddi, N., Rana, S., Tran, T., Gupta, S., Luo, W., Abdelrazek, M., Tan, F. T. C., Langberg, H., Kayser, L., Kensing, F., Bodendorf, F., Hansen, J. P., Warren, J. R., Sinha, R., Smeaton, A., Aitken, I., Voukelatos, F., Fiebig, J., Serroni, D., Farquhar, C., Nagarajan, R., Tripodi, B., Biggin, J., Fouyaxis, J., Gerasimou, E., Varley, D., Pitcher, M. & Rudolph, C.
Cancer Council Victoria , Interrelate Limited, Health Metrics Pty Ltd, Uniting Care NSW ACT, Dementia Australia Limited, Uniting Agewell Limited, Black Dog Institute, Monash University – Internal Faculty Contribution
15/03/18 → 14/03/23
Project: Research
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Developing cybercrime roadmap: Challenges facing the Federated States of Micronesia
Chang, L., Clough, J., Rudolph, C. & Boorman, J.
Oceania Cyber Security Centre Limited
1/07/21 → 31/01/22
Project: Research
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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
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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
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OCTOPUS: overcoming performance and privatization bottlenecks in distributed learning
Wang, S., Nepal, S., Moore, K., Grobler, M., Rudolph, C. & Abuadbba, A., 7 Mar 2022, (Accepted/In press) In: IEEE Transactions on Parallel and Distributed Systems. 18 p.Research output: Contribution to journal › Article › Research › peer-review
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Cyber attacks in transactive energy market-based microgrid systems
Dasgupta, R., Sakzad, A. & Rudolph, C., 21 Feb 2021, In: Energies. 14, 4, 17 p., 1137.Research output: Contribution to journal › Article › Research › peer-review
Open Access3 Citations (Scopus) -
Defending adversarial attacks via semantic feature manipulation
Wang, S., Nepal, S., Rudolph, C., Grobler, M., Chen, T., Chen, S. & An, Z., 18 Jun 2021, (Accepted/In press) In: IEEE Transactions on Services Computing. 10 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