Attribute-based multi-input FE (and more) for attribute-weighted sums

S Agrawal, J Tomida, A Yadav - Annual International Cryptology …, 2023 - Springer
Abstract Recently, Abdalla, Gong and Wee (Crypto 2020) provided the first functional
encryption scheme for attribute-weighted sums (AWS), where encryption takes as input N …

Multi-key and multi-input predicate encryption from learning with errors

D Francati, D Friolo, G Malavolta, D Venturi - … International Conference on …, 2023 - Springer
We put forward two natural generalizations of predicate encryption (PE), dubbed multi-key
and multi-input PE. More in details, our contributions are threefold. Definitions. We formalize …

A Survey of Privacy Threats and Defense in Vertical Federated Learning: From Model Life Cycle Perspective

L Yu, M Han, Y Li, C Lin, Y Zhang, M Zhang… - arXiv preprint arXiv …, 2024 - arxiv.org
Vertical Federated Learning (VFL) is a federated learning paradigm where multiple
participants, who share the same set of samples but hold different features, jointly train …

Robust Decentralized Multi-client Functional Encryption: Motivation, Definition, and Inner-Product Constructions

Y Li, J Wei, F Guo, W Susilo, X Chen - … on the Theory and Application of …, 2023 - Springer
Abstract Decentralized Multi-Client Functional Encryption (DMCFE) is a multi-user extension
of Functional Encryption (FE) without relying on a trusted third party. However, a …

Optimal security notion for decentralized multi-client functional encryption

K Nguyen, DH Phan, D Pointcheval - International Conference on Applied …, 2023 - Springer
Abstract Research on (Decentralized) Multi-Client Functional Encryption (or (D) MCFE) is
very active, with interesting constructions, especially for the class of inner products …

Constant input attribute based (and predicate) encryption from evasive and tensor LWE

S Agrawal, M Rossi, A Yadav, S Yamada - Annual International Cryptology …, 2023 - Springer
Constructing advanced cryptographic primitives such as obfuscation or broadcast encryption
from standard hardness assumptions in the post quantum regime is an important area of …

Lower bounds for lattice-based compact functional encryption

E Tairi, A Ünal - Annual International Conference on the Theory and …, 2024 - Springer
Functional encryption (FE) is a primitive where the holder of a master secret key can control
which functions a user can evaluate on encrypted data. It is a powerful primitive that even …

Multi-key and Multi-input Predicate Encryption (for Conjunctions) from Learning with Errors

D Francati, D Friolo, G Malavolta, D Venturi - Journal of Cryptology, 2024 - Springer
We put forward two natural generalizations of predicate encryption (PE), dubbed multi-key
and multi-input PE. More in details, our contributions are threefold. Definitions. We formalize …

Quadratic functional encryption for secure training in vertical federated learning

S Chen, A Modi, S Agrawal… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Vertical federated learning (VFL) enables the collaborative training of machine learning (ML)
models in settings where the data is distributed amongst multiple parties who wish to protect …

Multi-client Attribute-Based and Predicate Encryption from Standard Assumptions

D Pointcheval, R Schädlich - Theory of Cryptography Conference, 2024 - Springer
Abstract Multi-input Attribute-Based Encryption (ABE) is a generalization of key-policy ABE
where attributes can be independently encrypted across several ciphertexts, and a joint …