SoK: Cryptography for Neural Networks

Autor: Eleonora Ciceri, Sauro Vicini, Monir Azraoui, Orhan Ermis, Marie Paindavoine, Sébastien Canard, Ramy Masalha, Muhammad Bahram, Melek Önen, Beyza Bozdemir, Bastien Vialla, Boris Rozenberg, Marco Mosconi

Publikováno v: Privacy and Identity Management. Data for Better Living: AI and Privacy 14th IFIP WG 9.2, 9.6/11.7, 11.6/SIG 9.2.2 International Summer School, Windisch, Switzerland, August 19–23, 2019, Revised Selected Papers
IFIP 2019, IFIP Summer School on Privacy and Identity Management
IFIP 2019, IFIP Summer School on Privacy and Identity Management, Aug 2019, Brugg Windisch, Switzerland. ⟨10.1007/978-3-030-42504-3_5⟩
Privacy and Identity Management. Data for Better Living: AI and Privacy ISBN: 9783030425036
Privacy and Identity Management
Privacy and Identity Management. Data for Better Living: AI and Privacy-14th IFIP WG 9.2, 9.6/11.7, 11.6/SIG 9.2.2 International Summer School, Windisch, Switzerland, August 19–23, 2019, Revised Selected Papers

International audience; With the advent of big data technologies which bring better scalability and performance results, machine learning (ML) algorithms become affordable in several different applications and areas. The use of large volumes of data

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::235e6bcbab81513de35f1f9ce9a344aa
https://hal.archives-ouvertes.fr/hal-03151115/file/publi-6137_1.pdf

Efficient Techniques for Publicly Verifiable Delegation of Computation

Autor: Refik Molva, Monir Azraoui, Melek Önen, Kaoutar Elkhiyaoui

Publikováno v: AsiaCCS
Proceedings of the 11th ACM on Asia Conference on Computer and Communications Security
Proceedings of the 11th ACM on Asia Conference on Computer and Communications Security-ASIA CCS 16
Proceedings of the 11th ACM on Asia Conference on Computer and Communications Security-ASIA CCS '16

With the advent of cloud computing, individuals and companies alike are looking for opportunities to leverage cloud resources not only for storage but also for computation. Nevertheless, the reliance on the cloud to perform computation raises the una

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::100f9b7d808463451a4d501152415721
https://doi.org/10.1145/2897845.2897910

A-PPL: An Accountability Policy Language

Autor: Melek Önen, Monir Azraoui, Kaoutar Elkhiyaoui, Karin Bernsmed, Anderson Santana de Oliveira, Jakub Sendor

Publikováno v: Data Privacy Management, Autonomous Spontaneous Security, and Security Assurance ISBN: 9783319170152
DPM/SETOP/QASA

Cloud Computing raises various security and privacy challenges due to the customers’ inherent lack of control over their outsourced data. One approach to encourage customers to take advantage of the cloud is the design of new accountability solutio

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::e42e4bf1c36684e4220f6438293020b7
https://doi.org/10.1007/978-3-319-17016-9_21

StealthGuard: Proofs of Retrievability with Hidden Watchdogs

Autor: Melek Önen, Kaoutar Elkhiyaoui, Refik Molva, Monir Azraoui

Publikováno v: Computer Security-ESORICS 2014 ISBN: 9783319112022
ESORICS (1)

This paper presents StealthGuard, an efficient and provably secure proof of retrievabillity (POR) scheme. StealthGuard makes use of a privacy-preserving word search (WS) algorithm to search, as part of a POR query, for randomly-valued blocks called w

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::e20c5d3690e553c23eda3a8e6f4ffbbf
https://doi.org/10.1007/978-3-319-11203-9_14

Secure Data Computation Using Deep Learning and Homomorphic Encryption: A Survey.

Autor: Al-Janabi, Anmar A., Al-Janabi, Sufyan T. Faraj, Al-Khateeb, Belal

Publikováno v: International Journal of Online & Biomedical Engineering; 2023, Vol. 19 Issue 11, p53-82, 30p