TEE実装

Confidential Computing across Edge-to-Cloud for Machine Learning: A Survey Study

Authors: SM Zobaed, Mohsen Amini Salehi | Published: 2023-07-31
TEE実装
ソフトウェアセキュリティ
データ管理システム

Machine Learning with Confidential Computing: A Systematization of Knowledge

Authors: Fan Mo, Zahra Tarkhani, Hamed Haddadi | Published: 2022-08-22 | Updated: 2024-06-03
TEE実装
データ保護手法
メンバーシップ推論

A Comprehensive Benchmark Suite for Intel SGX

Authors: Sandeep Kumar, Abhisek Panda, Smruti R. Sarangi | Published: 2022-05-13
TEE実装
データ生成
パフォーマンス評価

ShadowNet: A Secure and Efficient On-device Model Inference System for Convolutional Neural Networks

Authors: Zhichuang Sun, Ruimin Sun, Changming Liu, Amrita Roy Chowdhury, Long Lu, Somesh Jha | Published: 2020-11-11 | Updated: 2023-07-06
TEE実装
ウォーターマーキング
モデル性能評価

CURE: A Security Architecture with CUstomizable and Resilient Enclaves

Authors: Raad Bahmani, Ferdinand Brasser, Ghada Dessouky, Patrick Jauernig, Matthias Klimmek, Ahmad-Reza Sadeghi, Emmanuel Stapf | Published: 2020-10-29
TEE実装
アクセス制御
メモリレイアウト設計

Performance Analysis of Scientific Computing Workloads on Trusted Execution Environments

Authors: Ayaz Akram, Anna Giannakou, Venkatesh Akella, Jason Lowe-Power, Sean Peisert | Published: 2020-10-25
TEE実装
ウォーターマーキング
性能低下の要因

GOAT: GPU Outsourcing of Deep Learning Training With Asynchronous Probabilistic Integrity Verification Inside Trusted Execution Environment

Authors: Aref Asvadishirehjini, Murat Kantarcioglu, Bradley Malin | Published: 2020-10-17
TEE実装
ポイズニング
攻撃手法

DarkneTZ: Towards Model Privacy at the Edge using Trusted Execution Environments

Authors: Fan Mo, Ali Shahin Shamsabadi, Kleomenis Katevas, Soteris Demetriou, Ilias Leontiadis, Andrea Cavallaro, Hamed Haddadi | Published: 2020-04-12
TEE実装
プライバシー問題
計算効率