Edge learning for 6G-enabled Internet of Things: A comprehensive survey of vulnerabilities, datasets, and defenses
The deployment of the fifth-generation (5G) wireless networks in Internet of Everything (IoE)
applications and future networks (eg, sixth-generation (6G) networks) has raised a number …
applications and future networks (eg, sixth-generation (6G) networks) has raised a number …
[HTML][HTML] A review of homomorphic encryption for privacy-preserving biometrics
The advancement of biometric technology has facilitated wide applications of biometrics in
law enforcement, border control, healthcare and financial identification and verification …
law enforcement, border control, healthcare and financial identification and verification …
[HTML][HTML] Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation
Abstract Trustworthy Artificial Intelligence (AI) is based on seven technical requirements
sustained over three main pillars that should be met throughout the system's entire life cycle …
sustained over three main pillars that should be met throughout the system's entire life cycle …
Collaborative privacy-preserving analysis of oncological data using multiparty homomorphic encryption
R Geva, A Gusev, Y Polyakov, L Liram… - Proceedings of the …, 2023 - National Acad Sciences
Real-world healthcare data sharing is instrumental in constructing broader-based and larger
clinical datasets that may improve clinical decision-making research and outcomes …
clinical datasets that may improve clinical decision-making research and outcomes …
Verifiable fully homomorphic encryption
Fully Homomorphic Encryption (FHE) is seeing increasing real-world deployment to protect
data in use by allowing computation over encrypted data. However, the same malleability …
data in use by allowing computation over encrypted data. However, the same malleability …
A brief survey on encrypted control: From the first to the second generation and beyond
This article provides a comprehensive and illustrative presentation of the young field of
encrypted control. In particular, we survey the evolution of encrypted controllers from their …
encrypted control. In particular, we survey the evolution of encrypted controllers from their …
[HTML][HTML] Leveraging searchable encryption through homomorphic encryption: A comprehensive analysis
I Amorim, I Costa - Mathematics, 2023 - mdpi.com
The widespread adoption of cloud infrastructures has revolutionized data storage and
access. However, it has also raised concerns regarding the privacy of sensitive data. To …
access. However, it has also raised concerns regarding the privacy of sensitive data. To …
Attacks against the INDCPA-D security of exact FHE schemes
A new security model for fully homomorphic encryption (FHE), called INDCPA-D security
and introduced by Li and Micciancio [Eurocrypt'21], strengthens INDCPA security by giving …
and introduced by Li and Micciancio [Eurocrypt'21], strengthens INDCPA security by giving …
Strix: An end-to-end streaming architecture with two-level ciphertext batching for fully homomorphic encryption with programmable bootstrapping
Homomorphic encryption (HE) is a type of cryptography that allows computations to be
performed on encrypted data. The technique relies on learning with errors problem, where …
performed on encrypted data. The technique relies on learning with errors problem, where …
[HTML][HTML] Privacy-preserving computation for peer-to-peer energy trading on a public blockchain
To ensure the success of energy transition and achieve the target of reducing the carbon
footprint of energy systems, the management of energy systems needs to be decentralized …
footprint of energy systems, the management of energy systems needs to be decentralized …