Rafael Dowsley
E-mail: rafael (dot) dowsley (at) monash (dot) edu
About me
I am a Senior Lecturer (Australian equivalent to Associate Professor in North America) at
Faculty of Information Technology at Monash University.
My research focuses on cryptography and its abundant intersections with machine learning, privacy and information theory.
I have a keen interest in the design of cryptographic protocols to enhance privacy and most of my current
investigations are into privacy-preserving machine learning and blockchain technologies.
I am an associate editor of the IEEE Transactions on Dependable and Secure Computing, and on the program committees of
FC 2025 and PKC 2025. Looking forward to read all your great contributions!
Papers
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MUSEN: Aggregatable Key-Evolving Veriļ¬able Random Functions and Applications
with Bernardo David, Anders Konring, Mario Larangeira
To appear at SCN 2024
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SePEnTra: A Secure and Privacy-Preserving Energy Trading Mechanism in the Transactive Energy Market
with Rumpa Dasgupta, Carsten Rudolph, Amin Sakzad
To appear at ProvSec 2024
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An End-to-End Framework for Private DGA Detection as a Service
with Martine De Cock, Ricardo Jacobi, Ricardo J. M. Maia, Anderson C. A. Nascimento, Sikha Pentyala, Dustin Ray
To appear at PLOS One
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CRAFT: Composable Randomness Beacons and Output-Independent Abort MPC From Time
with Carsten Baum, Bernardo David, Ravi Kishore, Jesper Buus Nielsen, Sabine Oechsner
PKC 2023
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A Survey on Exotic Signatures for Post-Quantum Blockchain: Challenges and Research Directions
with Maxime Buser, Muhammed F. Esgin, Clémentine Gritti, Shabnam Kasra Kermanshahi, Veronika Kuchta, Jason T. LeGrow, Joseph K. Liu, Raphaël C.-W. Phan, Amin Sakzad, Ron Steinfeld, Jiangshan Yu
ACM Computing Surveys, 2023
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FDIAs on Hybrid Trading Transactive Energy Markets: Attacks, Impacts, and Prevention
with Rumpa Dasgupta, Amin Sakzad, Carsten Rudolph
IEEE PES ISGT Europe 2023
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A Decentralized Information Marketplace Preserving Input and Output Privacy
with Martine De Cock, Bernardo David, Steven Golob, Mario Larangeira, Anderson Nascimento, Sikha Pentyala
ACM Data Economy Workshop 2023
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Post-Quantum Verifiable Random Function from Symmetric Primitives in PoS Blockchain
with Maxime Buser, Muhammed F. Esgin, Shabnam Kasra Kermanshahi, Veronika Kuchta, Joseph K. Liu, Raphaël C.-W. Phan, Zhenfei Zhang
ESORICS 2022
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Privacy-Preserving Training of Tree Ensembles over Continuous Data
with Samuel Adams, Chaitali Choudhary, Martine De Cock, David Melanson, Anderson C. A. Nascimento, Davis Railsback, Jianwei Shen
PETS 2022
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Fast Privacy-Preserving Text Classification based on Secure Multiparty Computation
with Diego Aranha, Anderson C. A. Nascimento, Davis Railsback, Amanda Resende
IEEE Transactions on Information Forensics and Security, 2022
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Range Search on Encrypted Spatial Data with Dynamic Updates
with Shabnam Kasra Kermanshahi, Shangqi Lai, Joseph K. Liu, Surya Nepal, Amin Sakzad, Ron Steinfeld, Xun Yi
Journal of Computer Security, 2022
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(Public) Verifiability For Composable Protocols Without Adaptivity Or Zero-Knowledge
with Carsten Baum, Bernardo David
ProvSec 2022
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A Spendable Cold Wallet from QR Video
with Mylène C.Q. Farias, Mario Larangeira, Anderson C. A. Nascimento, Jot Virdee
SECRYPT 2022
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TARDIS: A Foundation of Time-Lock Puzzles in UC
with Carsten Baum, Bernardo David, Jesper Buus Nielsen, Sabine Oechsner
EUROCRYPT 2021
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Privacy-Preserving Video Classification with Convolutional Neural Networks
with Martine De Cock, Sikha Pentyala
ICML 2021
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Privacy-Preserving Feature Selection with Secure Multiparty Computation
with Martine De Cock, Xiling Li
ICML 2021
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Geo-DRS: Geometric Dynamic Range Search on Spatial Data with Backward and Content Privacy
with Shabnam Kasra Kermanshahi, Joseph K. Liu, Surya Nepal, Amin Sakzad, Ron Steinfeld, Xun Yi
ESORICS 2021
Invited to the best papers' special journal issue
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High Performance Logistic Regression for Privacy-Preserving Genome Analysis
with Martine De Cock, Anderson C. A. Nascimento, Davis Railsback, Jianwei Shen, Ariel Todoki
BMC Medical Genomics, 2021
Winner of the iDASH Secure Genome Analysis Competition 2019
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On the Shutdown Price of Blockchain Mining Machines
with Shange Fu, Joseph K. Liu, Jiangshan Yu
IEEE Blockchain 2021
Best Paper Award
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Information-Theoretically Secure String Commitments Based on Packet Reordering Channels
with Vinícius de Morais Alves, Anderson C. A. Nascimento, Rafael Timóteo de Sousa Júnior
IEEE Access, 2021
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Security, Privacy, and Reliability in Digital Healthcare Systems Using Blockchain
with Aitizaz Ali, Jehad Ali, Mohammed Baz, Mehedi Masud, Muhammad Fermi Pasha, Hasliza A. Rahim
Electronics, 2021
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Efficient Composable Oblivious Transfer from CDH in the Global Random Oracle Model
with Bernardo David
CANS 2020
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On the Commitment Capacity of Unfair Noisy Channels
with Claude Crépeau, Anderson C. A. Nascimento
IEEE Transactions on Information Theory, 2020
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Insured MPC: Efficient Secure Computation with Financial Penalties
with Carsten Baum, Bernardo David
Financial Cryptography 2020
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On the Composability of Statistically Secure Random Oblivious Transfer
with Jörn Müller-Quade, Anderson C. A. Nascimento
Entropy, 2020
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Privacy-Preserving Classification of
Personal Text Messages with Secure Multi-Party Computation
with Martine De Cock, Anderson C. A. Nascimento, Devin Reich, Ariel Todoki
NeurIPS 2019
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Efficient UC Commitment Extension
with Homomorphism for Free (and Applications)
with Ignacio Cascudo, Ivan Damgård, Bernardo David, Nico Döttling, Irene Giacomelli
ASIACRYPT 2019
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Protecting Privacy of Users in Brain-Computer
Interface Applications
with Anisha Agarwal, Martine De Cock, Chin-Teng Lin, Nicholas D. McKinney, Anderson C. A. Nascimento, Dongrui Wu
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2019
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Efficient and Private Scoring of Decision Trees, Support
Vector Machines and Logistic Regression Models based on Pre-Computation
with Martine De Cock, Caleb Horst, Raj Katti, Anderson C. A. Nascimento, Wing-Sea Poon, Stacey Truex
IEEE Transactions on Dependable and Secure Computing, 2019
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On The Impossibility of Structure-Preserving
Deterministic Primitives
with Masayuki Abe, Jan Camenisch, Maria Dubovitskaya
Journal of Cryptology, 2019
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ROYALE: A Framework for Universally
Composable Card Games with Financial Rewards and Penalties Enforcement
with Bernardo David, Mario Larangeira
Financial Cryptography 2019
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Privacy-preserving Scoring of Tree Ensembles: A Novel Framework
for AI in Healthcare
with Martine De Cock, Kyle Fritchman, Tyler Hughes, Anderson C. A. Nascimento,
Keerthanaa Saminathan, Ankur Teredesai
Special Session on HealthCare Data@Big Data 2018
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Commitment and Oblivious
Transfer in the Bounded Storage Model with Errors
with Felipe Lacerda, Anderson C. A. Nascimento
IEEE Transactions on Information Theory, 2018
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Kaleidoscope:
An Efficient Poker Protocol with Payment Distribution and Penalty Enforcement
with Bernardo David, Mario Larangeira
Financial Cryptography 2018
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21 - Bringing
Down the Complexity: Fast Composable Protocols for Card Games Without Secret State
with Bernardo David, Mario Larangeira
ACISP 2018
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MARS: Monetized Ad-hoc Routing System
with Bernardo David, Mario Larangeira
CRYBLOCK@Mobisys 2018
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On the Oblivious Transfer Capacity of Generalized
Erasure Channels against Malicious Adversaries: The Case of Low Erasure Probability
with Anderson C. A. Nascimento
IEEE Transactions on Information Theory, 2017
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A Survey on Design and Implementation of Protected
Searchable Data in the Cloud
with Antonis Michalas, Matthias Nagel and Nicolae Paladi
Computer Science Review, 2017
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Unconditionally Secure,
Universally Composable Privacy Preserving Linear Algebra
with Bernardo David, Jeroen van de Graaf, Davidson Marques, Anderson C. A. Nascimento, Adriana C.B. Pinto
IEEE Transactions on Information Forensics and Security, 2016
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A Database Adapter
for Secure Outsourcing
with Matthias Gabel, Kateryna Yurchenko, Valentin Zipf
CloudSPD@CloudCom 2016
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A Distributed Key
Management Approach
with Matthias Gabel, Gerald Hübsch, Gunther Schiefer, Antonia Schwichtenberg
CloudSPD@CloudCom 2016
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Fast, Privacy Preserving Linear Regression over Distributed Datasets
Based on Pre-Distributed Data
with Martine de Cock, Anderson C. A. Nascimento, Stacey C. Newman
AISec@CCS 2015
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Efficient Unconditionally Secure Comparison and Privacy Preserving
Machine Learning Classification Protocols
with Bernardo David, Raj Katti, Anderson C. A. Nascimento
ProvSec 2015
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How Secure
is Deterministic Encryption?
with Mihir Bellare, Sriram Keelveedhi
PKC 2015
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Digital Signatures
from Strong RSA without Prime Generation
with David Cash, Eike Kiltz
PKC 2015
Invited to the Journal of Cryptology
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Information-Theoretically
Secure Oblivious Polynomial Evaluation in the Commodity-Based Model
with Goichiro Hanaoka, Hideki Imai, Jörn Müller-Quade, Anderson C. A. Nascimento, Akira Otsuka, Rafael Tonicelli
International Journal of Information Security, 2015
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Public-Key Encryption Schemes with Bounded CCA Security
and Optimal Ciphertext Length Based on the CDH and HDH Assumptions
with Goichiro Hanaoka, Anderson C. A. Nascimento, Mayana Pereira
The Computer Journal, 2015
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Weakening the Isolation
Assumption of Tamper-Proof Hardware Tokens
with Jörn Müller-Quade, Tobias Nilges
ICITS 2015
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Towards Trusted eHealth
Services in the Cloud
with Antonis Michalas
CloudSPD@UCC 2015
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Universally Composable
Oblivious Transfer Based on a Variant of LPN
with Bernardo David, Anderson C. A. Nascimento
CANS 2014
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Oblivious Transfer in the
Bounded Storage Model with Errors
with Felipe Lacerda, Anderson C. A. Nascimento
ISIT 2014
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On The Impossibility of Structure-Preserving
Deterministic Primitives
with Masayuki Abe, Jan Camenisch, Maria Dubovitskaya
TCC 2014
Invited to the Journal of Cryptology
-
On the Composability of
Statistically Secure Bit Commitments
with Jeroen van de Graaf, Jörn Müller-Quade, Anderson C. A. Nascimento
Journal of Internet Technology, 2013
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A CCA2 Secure Variant of the
McEliece Cryptosystem
with Nico Döttling, Jörn Müller-Quade, Anderson C. A. Nascimento
IEEE Transactions on Information Theory, 2012
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Standard Security Does Not
Imply Security Against Selective-Opening
with Mihir Bellare, Brent Waters, Scott Yilek
EUROCRYPT 2012
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Oblivious Transfer Based on
the McEliece Assumptions
with Jeroen van de Graaf, Jörn Müller-Quade, Anderson C. A. Nascimento
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, 2012
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Achieving Oblivious
Transfer Capacity of Generalized Erasure Channel in the Malicious Model
with Kirill Morozov, Anderson C. A. Nascimento, Adriana C. B. Pinto
IEEE Transactions on Information Theory, 2011
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Do You Know Where Your
Cloud Files Are?
with Karyn Benson, Hovav Shacham
CCSW 2011
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Universally Composable
and Statistically Secure Verifiable Secret Sharing Scheme Based on Pre-Distributed Data
with Goichiro Hanaoka, Hideki Imai, Jörn Müller-Quade, Anderson C. A. Nascimento, Akira Otsuka
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, 2011
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Public Key Encryption Schemes with Bounded CCA
Security and Optimal Ciphertext Length Based on the CDH Assumption
with Goichiro Hanaoka, Anderson C. A. Nascimento, Mayana Pereira
ISC 2010
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Round-Optimal Deniable Ring Authentication
in the Presence of Big Brother
with Goichiro Hanaoka, Hideki Imai, Anderson C. A. Nascimento
WISA 2010
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A Two-Party Protocol with
Trusted Initializer for Computing the Inner Product
with Jeroen van de Graaf, Davidson Marques, Anderson C. A. Nascimento
WISA 2010
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Reducing the Ciphertext Size
of Dolev-Dwork-Naor like Public Key Cryptosystems
with Goichiro Hanaoka, Hideki Imai, Anderson C. A. Nascimento
SBSEG 2010
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A CCA2 Secure Public Key Encryption
Scheme Based on the McEliece Assumptions in the Standard Model
with Jörn Müller-Quade, Anderson C. A. Nascimento
CT-RSA 2009
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On the Possibility of Universally Composable
Commitments Based on Noisy Channels
with Jörn Müller-Quade, Anderson C. A. Nascimento
SBSEG 2008
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Oblivious Transfer Based on the
McEliece Assumptions
with Jeroen van de Graaf, Jörn Müller-Quade, Anderson C. A. Nascimento
ICITS 2008
My thesis is available
here.