Search Results - "Aloufi, Asma"

Effective Activation Functions for Homomorphic Evaluation of Deep Neural Networks by Obla, Srinath, Gong, Xinghan, Aloufi, Asma, Hu, Peizhao, Takabi, Daniel

“…CryptoNets and subsequent work have demonstrated the capability of homomorphic encryption (HE) in the applications of private artificial intelligence (AI). In…”
Get full text

Evaluation of the Adverse Dermatological Effects Due to Frequent Handwashing Accompanying the COVID-19 Pandemic: A Cross-sectional Study by Alshammarie, Fawwaz F., Aloufi, Asma A., Alshammari, Laila M., Alanazi, Wael S.

“…Abstract Background: Washing hands regularly is among the key suggestions the World Health Organization (WHO) made for the general public. However, intensive…”
Get full text

Blindfolded Evaluation of Random Forests with Multi-Key Homomorphic Encryption by Aloufi, Asma, Hu, Peizhao, Wong, Harry W. H., Chow, Sherman S. M.

“…Decision tree and its generalization of random forests are a simple yet powerful machine learning model for many classification and regression problems. Recent…”
Get full text

Secure Outsourced Computation on Encrypted Data by Aloufi, Asma

“…Homomorphic encryption (HE) is a promising cryptographic technique that supports computations on encrypted data without requiring decryption first. This…”
Get full text

Universal location referencing and homomorphic evaluation of geospatial query by Aloufi, Asma, Hu, Peizhao, Liu, Hang, Chow, Sherman S.M., Choo, Kim-Kwang Raymond

“…Location data reveals users’ trajectories, yet it is often shared to enable many location-based services (LBS). In this paper, we propose a privacy-preserving…”
Get full text

Collaborative Homomorphic Computation on Data Encrypted under Multiple Keys by Aloufi, Asma, Hu, Peizhao

“…Homomorphic encryption (HE) is a promising cryptographic technique for enabling secure collaborative machine learning in the cloud. However, support for…”
Get full text

A Cognitive Theory-based Approach for the Evaluation and Enhancement of Internet Security Awareness among Children Aged 3-12 Years by Aloufi, Asma Eidhah M

“…In the age of technology, the Internet has spread widely and used for multiple purposes by users of all ages, especially children who start using it frequently…”
Get full text

Computing Blindfolded on Data Homomorphically Encrypted under Multiple Keys: An Extended Survey by Aloufi, Asma, Hu, Peizhao, Song, Yongsoo, Lauter, Kristin

“…New cryptographic techniques such as homomorphic encryption (HE) allow computations to be outsourced to and evaluated blindfolded in a resourceful cloud. These…”
Get full text