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 …
Vulnerabilities in federated learning
N Bouacida, P Mohapatra - IEEE Access, 2021 - ieeexplore.ieee.org
With more regulations tackling the protection of users' privacy-sensitive data in recent years,
access to such data has become increasingly restricted. A new decentralized training …
access to such data has become increasingly restricted. A new decentralized training …
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 …
Towards secure big data analysis via fully homomorphic encryption algorithms
Privacy-preserving techniques allow private information to be used without compromising
privacy. Most encryption algorithms, such as the Advanced Encryption Standard (AES) …
privacy. Most encryption algorithms, such as the Advanced Encryption Standard (AES) …
Princess: Privacy-protecting rare disease international network collaboration via encryption through software guard extensions
Motivation We introduce PRINCESS, a privacy-preserving international collaboration
framework for analyzing rare disease genetic data that are distributed across different …
framework for analyzing rare disease genetic data that are distributed across different …
Fully homomorphic encryption beyond IND-CCA1 security: Integrity through verifiability
M Manulis, J Nguyen - Annual International Conference on the Theory and …, 2024 - Springer
We focus on the problem of constructing fully homomorphic encryption (FHE) schemes that
achieve some meaningful notion of adaptive chosen-ciphertext security beyond CCA1 …
achieve some meaningful notion of adaptive chosen-ciphertext security beyond CCA1 …
On the IND-CCA1 security of FHE schemes
Fully homomorphic encryption (FHE) is a powerful tool in cryptography that allows one to
perform arbitrary computations on encrypted material without having to decrypt it first. There …
perform arbitrary computations on encrypted material without having to decrypt it first. There …
Security and searchability in secret sharing-based data outsourcing
A major challenge organizations face when hosting or moving their data to the Cloud is how
to support complex queries over outsourced data while preserving their confidentiality. In …
to support complex queries over outsourced data while preserving their confidentiality. In …
Performance analysis of sorting of FHE data: integer-wise comparison vs bit-wise comparison
In this paper, we present the exact method for an integer-wise comparison technique in FHE
domain using polynomial interpolaion and analyze the performance against bit-wise …
domain using polynomial interpolaion and analyze the performance against bit-wise …
A practical full key recovery attack on tfhe and fhew by inducing decryption errors
Abstract Fully Homomorphic Encryption (FHE) promises to secure our data on the untrusted
cloud, while allowing arbitrary computations. Recent research has shown two side channel …
cloud, while allowing arbitrary computations. Recent research has shown two side channel …