PEEP with Cloud Encryption: A Dual-Layered Privacy Solution for Emotion Recognition Systems

Reem Alnuaimi, Fady Alnajjar, Hassan Abdulmouti

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Recent advancements in image-based Facial emotion recognition systems offer deep insights into human psychological states, holding promise for valuable applications such as measuring customer satisfaction in public service areas or student engagement in classrooms. However, the potential impacts on the privacy of individual users of these systems cannot be ignored. In our study, we present PEEP (Privacy using EigEnface Perturbation) integrated with cloud storage encryption as a dual-layered approach to address privacy concerns in such systems. PEEP processes facial data by extracting eigenfaces and adding specific noise, ensuring the anonymity of identities while retaining the capability to recognize emotions. In tandem, cloud storage encryption guarantees that data, if intercepted during transmission or storage, stays encrypted and secure. This combined strategy offers an enhanced privacy solution for emotion recognition systems on remote servers. This study aligns with international initiatives to promote the responsible development and application of artificial intelligence, while emphasizing the importance of upholding human ethical standards and security.

Original languageEnglish
Title of host publication2023 15th International Conference on Innovations in Information Technology, IIT 2023
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages186-189
Number of pages4
ISBN (Electronic)9798350382396
DOIs
Publication statusPublished - 2023
Event15th International Conference on Innovations in Information Technology, IIT 2023 - Al Ain, United Arab Emirates
Duration: Nov 14 2023Nov 15 2023

Publication series

Name2023 15th International Conference on Innovations in Information Technology, IIT 2023

Conference

Conference15th International Conference on Innovations in Information Technology, IIT 2023
Country/TerritoryUnited Arab Emirates
CityAl Ain
Period11/14/2311/15/23

Keywords

  • Cloud Storage Encryption
  • Emotion Recognition Systems
  • PEEP (Privacy using EigEnface Perturbation)
  • Privacy Concerns

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Networks and Communications
  • Computer Science Applications
  • Information Systems

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