Behrooz Razeghi | DeepAI

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Featured Co-authors

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Laurent Amsaleg
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∙ 07/11/2022

Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among Complexity, Leakage, and Utility

Bottleneck problems are an important class of optimization problems that...

31 Behrooz Razeghi, et al. ∙

∙ 06/05/2021

Variational Leakage: The Role of Information Complexity in Privacy Leakage

We study the role of information complexity in privacy leakage about an ...

2 Amir Ahooye Atashin, et al. ∙

∙ 02/08/2021

Privacy-Preserving Near Neighbor Search via Sparse Coding with Ambiguation

In this paper, we propose a framework for privacy-preserving approximate...

0 Behrooz Razeghi, et al. ∙

∙ 09/09/2020

On Perfect Obfuscation: Local Information Geometry Analysis

We consider the problem of privacy-preserving data release for a specifi...

0 Behrooz Razeghi, et al. ∙

∙ 02/04/2020

Privacy-Preserving Image Sharing via Sparsifying Layers on Convolutional Groups

We propose a practical framework to address the problem of privacy-aware...

2 Sohrab Ferdowsi, et al. ∙

∙ 07/15/2019

Single-Component Privacy Guarantees in Helper Data Systems and Sparse Coding

We investigate the privacy of two approaches to (biometric) template pro...

0 Behrooz Razeghi, et al. ∙

∙ 05/08/2019

Reconstruction of Privacy-Sensitive Data from Protected Templates

In this paper, we address the problem of data reconstruction from privac...

0 Shideh Rezaeifar, et al. ∙

∙ 01/30/2019

Clustering with Jointly Learned Nonlinear Transforms Over Discriminating Min-Max Similarity/Dissimilarity Assignment

This paper presents a novel clustering concept that is based on jointly ...

0 Dimche Kostadinov, et al. ∙

∙ 12/10/2018

Aggregation and Embedding for Group Membership Verification

This paper proposes a group membership verification protocol preventing ...

0 Marzieh Gheisari, et al. ∙

∙ 06/07/2018

Privacy-Preserving Identification via Layered Sparse Code Design: Distributed Servers and Multiple Access Authorization

We propose a new computationally efficient privacy-preserving identifica...

0 Behrooz Razeghi, et al. ∙

∙ 05/20/2018

Network Learning with Local Propagation

This paper presents a locally decoupled network parameter learning with ...

0 Dimche Kostadinov, et al. ∙

∙ 09/29/2017

Privacy Preserving Identification Using Sparse Approximation with Ambiguization

In this paper, we consider a privacy preserving encoding framework for i...

0 Behrooz Razeghi, et al. ∙