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Presentation

Privacy Preserving Identification Using Sparse Approximation with Ambiguization

IEEE International Workshop on Information Forensics and Security (WIFS'2017)

@inproceedings { Razeghi2017wifs,
    author = { Razeghi, Behrooz and Voloshynovskiy, Slava and Kostadinov, Dimche and Taran, Olga },
    booktitle = { IEEE International Workshop on Information Forensics and Security (WIFS) },
    title = { Privacy Preserving Identification Using Sparse Approximation with Ambiguization },
    address = { Rennes, France },
    pages = { 1--6 },
    month = { December },
    year = { 2017 }
}

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

26th European Signal Processing Conference (EUSIPCO'2018)

@inproceedings { Razeghi2018eusipco,
    author = { Razeghi, Behrooz and Voloshynovskiy, Slava and Ferdowsi, Sohrab and Kostadinov, Dimche },
    booktitle = { 26th European Signal Processing Conference (EUSIPCO) },
    title = { Privacy-Preserving Identification via Layered Sparse Code Design: Distributed Servers and Multiple Access Authorization },
    address = { Rome, Italy },
    pages = { },
    month = { September },
    year = { 2018 }
}

Learning Discrimination Specific, Self-Collaborative and Nonlinear Model

IEEE International Conference on Big Knowledge (ICBK'2018)

@inproceedings { Kostadinov2018:ICBK,
    author = { D. Kostadinov, and B. Razeghi, and S.Voloshynovskiy, and S.Ferdowsi },
    year = { 2018 },
    month = { November },
    title = { Learning Discrimination Specific, Self-Collaborative and Nonlinear Model },
    booktitle = { IEEE International Conference on Big Knowledge (ICBK) },
    pages = { },
    address = { Singapore }}

Supervised Joint Nonlinear Transform Learning with Discriminative-Ambiguous Prior for Generic Privacy-Preserved Features

53rd Annual Conference on Information Systems & Sciences (CISS'2019)

@inproceedings { Kostadinov2019ciss,
    author = { Kostadinov, Dimche and Razeghi, Behrooz and Rezaeifar, Shideh and Voloshynovskiy, Slava },
    booktitle = { 53rd Annual Conference on Information Systems & Sciencese (CISS) },
    title = { Supervised Joint Nonlinear Transform Learning with Discriminative-Ambiguous Prior for Generic Privacy-Preserved Features },
    address = { Maryland, USA },
    pages = { },
    month = { March },
    year = { 2019 }
}

Aggregation and Embedding for Group Membership Verification

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'2019)

@inproceedings { Gheisari2019icassp,
    author = { Gheisari, Marzieh and Furon, Teddy and Amsaleg, Laurent and Razeghi, Behrooz and Voloshynovskiy, Slava },
    booktitle = { IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) },
    title = { Aggregation and Embedding for Group Membership Verification },
    address = { Brighton, United Kingdom },
    month = { May },
    pages = { },
    year = { 2019 }
}

Reconstruction of Privacy-Sensitive Data from Protected Templates

IEEE International Conference on Image Processing (ICIP'2019)

@inproceedings { Rezaeifar2019icip,
    author = { Rezaeifar, Shideh and Razeghi, Behrooz and Taran, Olga and Holotyak, Taras and Voloshynovskiy, Slava },
    booktitle = { IEEE International Conference on Image Processing (ICIP) },
    title = { Reconstruction of privacy-sensitive data from protected templates },
    address = { Taipei, Taiwan },
    month = { September },
    pages = { },
    year = { 2019 }
}

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

IEEE International Workshop on Information Forensics and Security (WIFS'2019)

@inproceedings { Razeghi2019wifs,
    author = { Razeghi, Behrooz and Stanko, Taras and Škoric´, Boris and Voloshynovskiy, Slava },
    booktitle = { IEEE International Workshop on Information Forensics and Security (WIFS) },
    title = { Single-Component Privacy Guarantees in Helper Data Systems and Sparse Coding with Ambiguation },
    address = { Delft, Netherlands },
    pages = { },
    month = { December },
    year = { 2019 }
}

Privacy-Preserving Image Sharing via Sparsifying Layers on Convolutional Groups

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'2020)

PDF Code Bibtex

@inproceedings { ICASSP20_Privacy,
    author = { Ferdowsi, Sohrab and Razeghi, Behrooz and Holotyak, Taras and P. Calmon, Flavio and Voloshynovskiy, Slava },
    booktitle = { IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) },
    title = { Privacy-Preserving Image Sharing via Sparsifying Layers on Convolutional Groups },
    year = { 2020 }
}