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Hervé Chabanne

Hervé Chabanne

D-Index & Metrics

Computer Science

D-Index
32
Citations
4492
World Ranking
13159
National Ranking
339

Overview

Hervé Chabanne is affiliated with Télécom ParisTech in France and has a research focus within the field of Computer Science, notably in Artificial Intelligence, Computer Vision and Pattern Recognition, Signal Processing, Information Systems, and Electrical and Electronic Engineering. Their work is reflected in publications spanning several notable venues.

Their recent papers include:

  • Side channel attacks for architecture extraction of neural networks, 2021, CAAI Transactions on Intelligence Technology
  • Themis, 2022, Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security
  • Dynamic Autoencoders Against Adversarial Attacks, 2023, Procedia Computer Science
  • Funshade: Function Secret Sharing for Two-Party Secure Thresholded Distance Evaluation, 2023, Proceedings on Privacy Enhancing Technologies
  • Banners: Binarized Neural Networks with Replicated Secret Sharing., 2021, IACR Cryptology ePrint Archive

Their research topics are diverse, encompassing multiple aspects of machine learning security and advanced neural network methods. Main topics of their work include:

  • Adversarial Robustness in Machine Learning
  • User Authentication and Security Systems
  • Advanced Neural Network Applications
  • Advanced Steganography and Watermarking Techniques
  • Anomaly Detection Techniques and Applications
  • Advanced Malware Detection Techniques
  • Cryptographic Implementations and Security

Frequent collaborators in Hervé Chabanne's research include Linda Guiga, Alberto Ibarrondo, Melek Önen, Jean-Luc Danger, and Ulrich Kühne. This collaborative network reflects a multi-author approach to advancing their research subjects.

Their publications appear in a variety of scientific venues, signifying engagement with different scholarly communities across computer science and security topics:

  • CAAI Transactions on Intelligence Technology
  • Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security
  • Procedia Computer Science
  • Proceedings on Privacy Enhancing Technologies
  • IACR Cryptology ePrint Archive

Best Publications

  • HB^+^+: a Lightweight Authentication Protocol Secure against Some Attacks

    J. Bringer;H. Chabanne;E. Dottax

  • Privacy-Preserving Classification on Deep Neural Network.

    Hervé Chabanne;Amaury de Wargny;Jonathan Milgram;Constance Morel

  • Privacy-Preserving Biometric Identification Using Secure Multiparty Computation: An Overview and Recent Trends

    J. Bringer;H. Chabanne;A. Patey

  • An application of the Goldwasser-Micali cryptosystem to biometric authentication

    Julien Bringer;Hervé Chabanne;Malika Izabachène;David Pointcheval

  • Optimal Iris Fuzzy Sketches

    J. Bringer;H. Chabanne;G. Cohen;B. Kindarji

  • Public traceability in traitor tracing schemes

    Hervé Chabanne;Duong Hieu Phan;David Pointcheval

  • Theoretical and Practical Boundaries of Binary Secure Sketches

    J. Bringer;H. Chabanne;G. Cohen;B. Kindarji;B. Kindarji

  • A Framework for Analyzing Template Security and Privacy in Biometric Authentication Systems

    K. Simoens;J. Bringer;H. Chabanne;S. Seys

  • Orthogonal Direct Sum Masking

    Julien Bringer;Claude Carlet;Hervé Chabanne;Sylvain Guilley

  • An authentication protocol with encrypted biometric data

    Julien Bringer;Hervé Chabanne

  • White Box Cryptography: Another Attempt ?

    Julien Bringer;Herv e Chabanne;Emmanuelle Dottax

  • The best of both worlds: Applying secure sketches to cancelable biometrics

    Julien Bringer;Hervé Chabanne;Bruno Kindarji

  • Cryptanalysis of EC-RAC, a RFID Identification Protocol

    Julien Bringer;Hervé Chabanne;Thomas Icart

  • GSHADE: faster privacy-preserving distance computation and biometric identification

    Julien Bringer;Herve Chabanne;Melanie Favre;Alain Patey

  • Trusted-HB: A Low-Cost Version of HB $^+$ Secure Against Man-in-the-Middle Attacks

    J. Bringer;H. Chabanne

  • Electromagnetic Side Channels of an FPGA Implementation of AES.

    Vincent Carlier;Hervé Chabanne;Emmanuelle Dottax;Hervé Pelletier

  • Error-Tolerant Searchable Encryption

    J. Bringer;H. Chabanne;B. Kindarji

  • Extended private information retrieval and its application in biometrics authentications

    Julien Bringer;Hervé Chabanne;David Pointcheval;Qiang Tang

  • A formal study of the privacy concerns in biometric-based remote authentication schemes

    Qiang Tang;Julien Bringer;Hervé Chabanne;David Pointcheval

  • SHADE: Secure HAmming DistancE Computation from Oblivious Transfer

    Julien Bringer;Hervé Chabanne;Hervé Chabanne;Alain Patey;Alain Patey

Frequent Co-Authors

Julien Bringer
Julien Bringer Morpho (United States)
David Pointcheval
David Pointcheval École Normale Supérieure
Jean-Luc Danger
Jean-Luc Danger Télécom ParisTech
David Naccache
David Naccache École Normale Supérieure
Emmanuel Prouff
Emmanuel Prouff Apple (France)
Gilles Zémor
Gilles Zémor University of Bordeaux
Sylvain Guilley
Sylvain Guilley Télécom ParisTech
Frédéric Cuppens
Frédéric Cuppens Polytechnique Montréal
Claude Carlet
Claude Carlet Paris 8 University

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