Amir Zarei
About
I am currently working as a Ph.D. candidate at the Department of Information Security and Communication Technology at the Norwegian University of Science and Technology (NTNU), where I am a member of the NTNU Applied Cryptology Lab. Please check out the "research" tab to learn about my Ph.D. research or see my personal webpage.
Research
My Ph.D. research focus is on designing and analyzing mechanisms for preserving the privacy of individual information. My specific objectives are to develop new differentially private response mechanisms for distributed data, secure multi-party computation differentially private mechanisms, and theory around privacy as an only partially renewable resource.
My Research Interests:
Differential Privacy
Secure Multi-party Computation
Coding Theory
Publications
2025
-
Zarei, Amir.
(2025)
Differential Privacy in Secure Multiparty Computation and Deep Neural Networks.
NTNU
Doctoral dissertation
-
Zarei, Amir;
Hassanpour, Ahmad;
Raja, Kiran.
(2025)
On Privacy, Accuracy, and Fairness Trade-offs in Facial Recognition.
IEEE Access
Academic article
2024
-
Zarei, Amir;
Vinterbo, Staal Amund.
(2024)
Secure Multiparty Sampling of a Biased Coin for Differential Privacy.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Zarei, Amir;
Vinterbo, Staal Amund.
(2024)
Secure Multiparty Computation of the Laplace Mechanism.
ICISSP
Academic article
2020
-
Zarei, Amir;
Mohammadi, Sanaz;
Pahlevani, Peyman.
(2020)
Analysis of Sparse Network Coding Method for Real-Time Applications.
Journal of Advanced Signal Processing (JASP)
Academic article
-
Zarei, Amir;
Pahlevani, Peyman;
E. Lucani, Daniel.
(2020)
An Analytical Model for Sparse Network Codes: Field Size Considerations.
IEEE Communications Letters
Academic article
2018
-
Zarei, Amir;
Pahlevani, Peyman;
Davoodi Monfared, Mansoor.
(2018)
On the Partial Decoding Delay of Sparse Network Coding.
IEEE Communications Letters
Academic article
Journal publications
-
Zarei, Amir;
Hassanpour, Ahmad;
Raja, Kiran.
(2025)
On Privacy, Accuracy, and Fairness Trade-offs in Facial Recognition.
IEEE Access
Academic article
-
Zarei, Amir;
Vinterbo, Staal Amund.
(2024)
Secure Multiparty Sampling of a Biased Coin for Differential Privacy.
Lecture Notes in Computer Science (LNCS)
Academic article
-
Zarei, Amir;
Vinterbo, Staal Amund.
(2024)
Secure Multiparty Computation of the Laplace Mechanism.
ICISSP
Academic article
-
Zarei, Amir;
Mohammadi, Sanaz;
Pahlevani, Peyman.
(2020)
Analysis of Sparse Network Coding Method for Real-Time Applications.
Journal of Advanced Signal Processing (JASP)
Academic article
-
Zarei, Amir;
Pahlevani, Peyman;
E. Lucani, Daniel.
(2020)
An Analytical Model for Sparse Network Codes: Field Size Considerations.
IEEE Communications Letters
Academic article
-
Zarei, Amir;
Pahlevani, Peyman;
Davoodi Monfared, Mansoor.
(2018)
On the Partial Decoding Delay of Sparse Network Coding.
IEEE Communications Letters
Academic article
Report
-
Zarei, Amir.
(2025)
Differential Privacy in Secure Multiparty Computation and Deep Neural Networks.
NTNU
Doctoral dissertation