Projects per year
Personal profile
Biography
Dr. Rafael Dowsley joined Monash University in 2020. He got his doctoral degree in 2016 from the Karlsruhe Institute of Technology, Germany. His research focuses on cryptography and its abundant intersections with fields such as machine learning, security, privacy and information theory. He has a keen interest on the design of cryptographic protocols to enhance privacy and some of his current investigations are into privacy-preserving machine learning, cryptocurrencies and blockchain technologies.
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
Informatics, Doctor of Natural Sciences, Cryptography Based on Correlated Data: Foundations and Practice
Award Date: 15 Jul 2016
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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CSIRO Next Generation Graduates Program: Privacy-Preserving Machine Learning: Technology Development and Adoption
Yuan, X., Liu, J., Ge, Z., Haffari, R., Yang, R., Yi, X., Sakzad, A., Fang, Y., Cui, S., Baiao Dowsley, R., Du, X., Salehi, M., Han, F., Wakefield, R., Abuadbba, S., Wu, T. & Liu, X.
1/01/23 → 31/12/27
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. D., Sakzad, A., Yuan, X., Baiao Dowsley, R., He, W., Ko, R. K. L., Dong, N., Kuchta, V., Komarek, A. M., Radke, A., Carvalho, G., Risius, M., Dargusch, P. J., 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 → 1/06/23
Project: Research
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An end-to-end framework for private DGA detection as a service
Maia, R. J. M., Ray, D., Pentyala, S., Dowsley, R., De Cock, M., Nascimento, A. C. A. & Jacobi, R., 28 Aug 2024, In: PLoS ONE. 19, 8, 24 p., e0304476.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile -
A decentralized information marketplace preserving input and output privacy
Golob, S., Pentyala, S., Dowsley, R., David, B., Larangeira, M., De Cock, M. & Nascimento, A., 2023, DEC 2023 - Proceedings of the Second ACM Data Economy Workshop. Koutrika, G., Laoutaris, N. & Trevisan, M. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 1-6 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research
Open AccessFile -
A Survey on Exotic Signatures for Post-quantum Blockchain: Challenges and Research Directions
Buser, M., Dowsley, R., Esgin, M., Gritti, C., Kermanshahi, S. K., Kuchta, V., Legrow, J., Liu, J., Phan, R., Sakzad, A., Steinfeld, R. & Yu, J., 2 Mar 2023, In: ACM Computing Surveys. 55, 12, 32 p., 3572771.Research output: Contribution to journal › Review Article › Research › peer-review
14 Citations (Scopus) -
CRAFT: Composable randomness beacons and output-independent abort MPC from time
Baum, C., David, B., Dowsley, R., Kishore, R., Nielsen, J. B. & Oechsner, S., 2023, Public-Key Cryptography – PKC 2023 - 26th IACR International Conference on Practice and Theory of Public-Key Cryptography Atlanta, GA, USA, May 7–10, 2023 Proceedings, Part I. Boldyreva, A. & Kolesnikov, V. (eds.). Cham Switzerland: Springer, p. 439-470 32 p. (Lecture Notes in Computer Science; vol. 13940).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
7 Citations (Scopus) -
FDIAs on hybrid trading Transactive Energy Markets: Attacks, impacts, and prevention
Dasgupta, R., Sakzad, A., Rudolph, C. & Dowsley, R., 2023, Proceedings of 2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE 2023). Buire, J. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Prizes
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Best paper award
Fu, Shange (Recipient), Yu, Jiangshan (Recipient), Baiao Dowsley, Rafael (Recipient) & Liu, Joseph (Recipient), 2021
Prize: Prize (including medals and awards)