文献データベース

Private Read Update Write (PRUW) in Federated Submodel Learning (FSL): Communication Efficient Schemes With and Without Sparsification

Authors: Sajani Vithana, Sennur Ulukus | Published: 2022-09-09
プライバシー分析
モデル設計
通信モデル

On Specification-based Cyber-Attack Detection in Smart Grids

Authors: Ömer Sen Dennis van der Velde, Maik Lühman, Florian Sprünken, Immanuel Hacker, Andreas Ulbig, Michael Andres, Martin Henze | Published: 2022-09-09
エネルギー管理
モデル設計
侵入検知システム

Bridging the Gap: Differentially Private Equivariant Deep Learning for Medical Image Analysis

Authors: Florian A. Hölzl, Daniel Rueckert, Georgios Kaissis | Published: 2022-09-09 | Updated: 2023-06-20
DNN IP保護手法
モデル設計
医療モニタリングシステム

Differentially Private Stochastic Gradient Descent with Low-Noise

Authors: Puyu Wang, Yunwen Lei, Yiming Ying, Ding-Xuan Zhou | Published: 2022-09-09 | Updated: 2023-07-14
プライバシー分析
モデル設計
収束保証

Exploiting Nanoelectronic Properties of Memory Chips for Prevention of IC Counterfeiting

Authors: Supriya Chakraborty, Tamoghno Das, Manan Suri | Published: 2022-09-09
IC偽造防止手法
メモリ管理手法
機械学習

A Framework for Evaluating Privacy-Utility Trade-off in Vertical Federated Learning

Authors: Yan Kang, Jiahuan Luo, Yuanqin He, Xiaojin Zhang, Lixin Fan, Qiang Yang | Published: 2022-09-08 | Updated: 2024-08-04
DNN IP保護手法
プライバシー分析
モデル設計

VulCurator: A Vulnerability-Fixing Commit Detector

Authors: Truong Giang Nguyen, Thanh Le-Cong, Hong Jin Kang, Xuan-Bach D. Le, David Lo | Published: 2022-09-07
モデルの設計や精度
モデル設計
脆弱性検出

SAGE: Software-based Attestation for GPU Execution

Authors: Andrei Ivanov, Benjamin Rothenberger, Arnaud Dethise, Marco Canini, Torsten Hoefler, Adrian Perrig | Published: 2022-09-07
セキュアな通信チャネル
メモリ管理手法
敵対的攻撃検出

Classification Protocols with Minimal Disclosure

Authors: Jinshuo Dong, Jason Hartline, Aravindan Vijayaraghavan | Published: 2022-09-06
収束保証
多者計算
機械学習手法

Avast-CTU Public CAPE Dataset

Authors: Branislav Bosansky, Dominik Kouba, Ondrej Manhal, Thorsten Sick, Viliam Lisy, Jakub Kroustek, Petr Somol | Published: 2022-09-06
デジタルフォレンジック
モデルの設計や精度
モデル設計