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 …
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 …
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) …
Fully homomorphic encryption beyond IND-CCA1 security: Integrity through verifiability
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
H Narumanchi, D Goyal, N Emmadi… - 2017 IEEE 31st …, 2017 - ieeexplore.ieee.org
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 …
On the security of homomorphic encryption schemes with restricted decryption oracles
G Ma, H Li - Journal of Systems Science and Complexity, 2024 - Springer
Fully homomorphic encryption (FHE) can be used for privacy-preserving aggregation of
medical data. In this typical application, the security against passive attacks has been well …
medical data. In this typical application, the security against passive attacks has been well …