Cover Image

Scaling up Privacy-Preserving ML: A CKKS Implementation of Llama-2-7B

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Park, Jaiyoung, Park, Sejin, Park, Jai Hyun, Ahn, Jung Ho, Cheon, Jung Hee, Hanrot, Guillaume, Kim, Jung Woo, Park, Minje, Stehlé, Damien
Format:	Preprint
Published:	2026
Subjects:	Cryptography and Security
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Fast Homomorphic Linear Algebra with BLAS
by: Bae, Youngjin, et al.
Published: (2025)

Fast and Accurate Homomorphic Softmax Evaluation
by: Cho, Wonhee, et al.
Published: (2024)

Private Iris Recognition with High-Performance FHE
by: Ha, Jincheol, et al.
Published: (2026)

NeuJeans: Private Neural Network Inference with Joint Optimization of Convolution and FHE Bootstrapping
by: Ju, Jae Hyung, et al.
Published: (2023)

SIMD-Aware Homomorphic Compression and Application to Private Database Query
by: Cheon, Jung Hee, et al.
Published: (2024)

From Tokens to Layers: Redefining Stall-Free Scheduling for MoE Serving with Layered Prefill
by: Lee, Gunjun, et al.
Published: (2025)

DyLLM: Efficient Diffusion LLM Inference via Saliency-based Token Selection and Partial Attention
by: Lee, Younjoo, et al.
Published: (2026)

HyPHEN: A Hybrid Packing Method and Optimizations for Homomorphic Encryption-Based Neural Networks
by: Kim, Donghwan, et al.
Published: (2023)

Encryption-Friendly LLM Architecture
by: Rho, Donghwan, et al.
Published: (2024)

Theodosian: A Deep Dive into Memory-Hierarchy-Centric FHE Acceleration
by: Choi, Wonseok, et al.
Published: (2025)

IVE: An Accelerator for Single-Server Private Information Retrieval Using Versatile Processing Elements
by: Kim, Sangpyo, et al.
Published: (2025)

Holography Transformer
by: Park, Chanyong, et al.
Published: (2023)

Differentially Private Kernel Inducing Points using features from ScatterNets (DP-KIP-ScatterNet) for Privacy Preserving Data Distillation
by: Vinaroz, Margarita, et al.
Published: (2023)

Crystals and quantum twist automorphisms
by: Jung, Woo-Seok, et al.
Published: (2025)

Enhanced Performance of Self‐Powered Ge Schottky Photodetectors Enabled by 2D hBN Monolayer Passivation
by: HyunJung Park, et al.
Published: (2024)

Quantitative mapping of renal oxygen consumption using pseudo‐continuous arterial spin labeling and quantitative susceptibility mapping in humans
by: Yujin Jung, et al.
Published: (2024)

Pattern of Metastasis as a Risk Factor for Brain Metastasis in Patients With Breast Cancer: A Time‐Dependent Cox Regression
by: Eunbin Park, et al.
Published: (2026)

Benefits of North Korea's Membership in the New York and ICSID Conventions
by: WooJung Jon, et al.
Published: (2024)

Quantum-Enhanced Deterministic Inference of $k$-Independent Set Instances on Neutral Atom Arrays
by: Park, Juyoung, et al.
Published: (2026)

CEO Risk Incentives and Innovation Premium*
by: Mookwon Jung, et al.
Published: (2024)

Interpersonal and Affective Communication in Synchronous Online Discourse
by: Park, Jung-ran
Published: (2007)

Hindrances in Semantic Mapping Involving Thesauri and Metadata: A Linguistic Perspective.
by: Park, Jung-ran
Published: (2002)

Statistics Training in Library Science: Comparing Approaches in Library and Information Science to Sociology Graduate Programs
by: Jung Mee Park
Published: (2022)

RDA Implementation and Training Issues across United States Academic Libraries: An In-Depth E-Mail Interview Study
by: Park, Jung-ran, et al.
Published: (2015)

Comprehensive Dentition Intrusion in Hyperdivergent Patients Using Temporary Skeletal Anchorage Devices
by: Cheol‐Ho Paik, et al.
Published: (2025)

Engineering high Chern number insulators
by: Woo, Sungjong, et al.
Published: (2024)

Three‐Dimensional Analysis of Perioral Soft and Hard Tissue Changes After Non‐Surgical Orthodontic Treatment in Class III Patients
by: Jung Jin Park, et al.
Published: (2026)

OLKAVS: An Open Large-Scale Korean Audio-Visual Speech Dataset
by: Park, Jeongkyun, et al.
Published: (2023)

CIMAGE: Exploiting the Conditional Independence in Masked Graph Auto-encoders
by: Park, Jongwon, et al.
Published: (2025)

IM-LUT: Interpolation Mixing Look-Up Tables for Image Super-Resolution
by: Park, Sejin, et al.
Published: (2025)

Consideration of the diameter of superficial temporal arteries related to filler injections in the temporal region
by: Jung‐Hee Bae, et al.
Published: (2024)

Adaptive Selection of LoRA Components in Privacy-Preserving Federated Learning
by: Kim, Myoungjun, et al.
Published: (2026)

ZEBRA: Leveraging Model-Behavioral Knowledge for Zero-Annotation Preference Dataset Construction
by: Jung, Jeesu, et al.
Published: (2025)

Strategies for Flipped Learning in the Health Professions Education in South Korea and Their Effects: A Systematic Review
by: Park, Jung Hee, et al.
Published: (2021)

Improving Detail in Pluralistic Image Inpainting with Feature Dequantization
by: Park, Kyungri, et al.
Published: (2024)

On completely decomposable defining equations of points in general position in $\mathbb{P}^n$
by: Jung, Jaeheun, et al.
Published: (2020)

Design Framework for Conversational Agent in Couple relationships: A Systematic Review
by: Jung, Soyoung, et al.
Published: (2025)

The food insecurity–obesity paradox: a comparison of three obesity measures and sociodemographic disparities in Korean adults
by: Sukyoung Jung, et al.
Published: (2025)

Generalized Fréchet means with random minimizing domains and its strong consistency
by: Park, Jaesung, et al.
Published: (2023)

Balancing Graph Embedding Smoothness in Self-Supervised Learning via Information-Theoretic Decomposition
by: Jung, Heesoo, et al.
Published: (2025)