WAHC'22: 10th Workshop on Encrypted Computing and Applied Homomorphic Cryptography

M Brenner, A Costache, K Rohloff - Proceedings of the 2022 ACM …, 2022 - dl.acm.org
… security and applied cryptography with an interest in practical applications of homomorphic
encryption, encrypted computing, functional encryption and secure function evaluation, …

Security Guidelines for Implementing Homomorphic Encryption

JP Bossuat, R Cammarota, JH Cheon… - Cryptology ePrint …, 2024 - eprint.iacr.org
Homomorphic Encryption (FHE) is a cryptographic primitive that allows performing arbitrary
operations on encrypted data… , Proceedings of the 10th Workshop on Encrypted Computing & …

REED: Chiplet-based accelerator for fully homomorphic encryption

A Aikata, AC Mert, S Kwon, M Deryabin… - Cryptology ePrint …, 2023 - eprint.iacr.org
… • Novel compute acceleration: Furthermore, we present new design techniques for the
microprocedures … REED is the first work to benchmark an encrypted deep neural network training, …

Openfhe: Open-source fully homomorphic encryption library

A Al Badawi, J Bates, F Bergamaschi… - … & applied homomorphic …, 2022 - dl.acm.org
… HPSPOVERQLEVELED: the HPSOVERQ variant where modulus switching is applied
inside homomorphic encryption to further reduce the computational complexity [44]. …

A review of homomorphic encryption for privacy-preserving biometrics

W Yang, S Wang, H Cui, Z Tang, Y Li - Sensors, 2023 - mdpi.com
… of articles published annually studying homomorphic cryptography and machine learning. …
for HE as the encryption/decryption process involves a complex computation, which may …

Encrypted image classification with low memory footprint using fully homomorphic encryption

L Rovida, A Leporati - Cryptology ePrint Archive, 2024 - eprint.iacr.org
… [26] proposed in 2022 a framework able to obtain a high level of accuracy (91.31% …
Proceedings of the 10th Workshop on Encrypted Computing & Applied Homomorphic Cryptography

A Framework for Generating Accelerators for Homomorphic Encryption Operations on FPGAs

Y Yang, R Kannan, VK Prasanna - 2024 IEEE 35th …, 2024 - ieeexplore.ieee.org
… accelerator for efficient unbounded computation on encrypted data,” in Proceedings of the
49th Annual International Symposium on Computer Architecture, 2022, pp. 173–187. [36] C. …

A Homomorphic Encryption Framework for Privacy-Preserving Spiking Neural Networks

F Nikfam, R Casaburi, A Marchisio, M Martina… - Information, 2023 - mdpi.com
… the encryption and computation process without affecting the correctness of the results. When
performing computations on encrypted … throughout the computation process to ensure the …

cuxcmp: Cuda-accelerated private comparison based on homomorphic encryption

H Yang, S Shen, Z Liu, Y Zhao - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
… in Proceedings of the 10th Workshop on Encrypted Computing & Applied Homomorphic
Cryptography, 2022… decision tree evaluation via homomorphic encryption and transciphering,” in …

Faster Private Decision Tree Evaluation for Batched Input from Homomorphic Encryption

K Cong, J Kang, G Nicolas, J Park - … on Security and Cryptography for …, 2024 - Springer
… Furthermore, we apply a tree truncation procedure to reduce server computation without
influencing the output. Table 3 presents the key properties of these datasets. Our …