アルゴリズム

Practical Secure Inference Algorithm for Fine-tuned Large Language Model Based on Fully Homomorphic Encryption

Authors: Zhang Ruoyan, Zheng Zhongxiang, Bao Wankang | Published: 2025-01-03 | Updated: 2025-01-07
アルゴリズム
プライバシー保護

SPDZCoder: Combining Expert Knowledge with LLMs for Generating Privacy-Computing Code

Authors: Xiaoning Dong, Peilin Xin, Jia Li, Wei Xu | Published: 2024-12-31 | Updated: 2025-03-21
アルゴリズム
プログラム解釈グラフ
多者計算

Robust Matrix Completion for Discrete Rating-Scale Data

Authors: Aurore Archimbaud, Andreas Alfons, Ines Wilms | Published: 2024-12-30
アルゴリズム
シミュレーション結果評価

A General Recipe for Contractive Graph Neural Networks — Technical Report

Authors: Maya Bechler-Speicher, Moshe Eliasof | Published: 2024-11-04
アルゴリズム
収束分析
正則化

Encryption-Friendly LLM Architecture

Authors: Donghwan Rho, Taeseong Kim, Minje Park, Jung Woo Kim, Hyunsik Chae, Jung Hee Cheon, Ernest K. Ryu | Published: 2024-10-03
アルゴリズム
実験的検証

A novel application of Shapley values for large multidimensional time-series data: Applying explainable AI to a DNA profile classification neural network

Authors: Lauren Elborough, Duncan Taylor, Melissa Humphries | Published: 2024-09-26
アルゴリズム
ウォーターマーキング
評価手法

Using Large Language Models for Template Detection from Security Event Logs

Authors: Risto Vaarandi, Hayretdin Bahsi | Published: 2024-09-08 | Updated: 2025-03-23
LLM性能評価
アルゴリズム
評価手法

Training quantum machine learning models on cloud without uploading the data

Authors: Guang Ping He | Published: 2024-09-06 | Updated: 2024-10-07
アルゴリズム
ウォーターマーキング
量子フレームワーク

Robust Q-Learning under Corrupted Rewards

Authors: Sreejeet Maity, Aritra Mitra | Published: 2024-09-05
アルゴリズム
収束保証
強化学習

Private Counting of Distinct Elements in the Turnstile Model and Extensions

Authors: Monika Henzinger, A. R. Sricharan, Teresa Anna Steiner | Published: 2024-08-21
アルゴリズム
プライバシー保護手法