プライバシー設計原則

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity

Authors: Guang Yan, Yuhui Zhang, Zimu Guo, Lutan Zhao, Xiaojun Chen, Chen Wang, Wenhao Wang, Dan Meng, Rui Hou | Published: 2025-05-12
スパース性最適化
スパース表現
プライバシー設計原則

Securing Genomic Data Against Inference Attacks in Federated Learning Environments

Authors: Chetan Pathade, Shubham Patil | Published: 2025-05-12
プライバシー設計原則
属性開示リスク
差分プライバシー

FedTDP: A Privacy-Preserving and Unified Framework for Trajectory Data Preparation via Federated Learning

Authors: Zhihao Zeng, Ziquan Fang, Wei Shao, Lu Chen, Yunjun Gao | Published: 2025-05-08
プライバシー設計原則
モデル設計
機械学習技術

Synthesizing Access Control Policies using Large Language Models

Authors: Adarsh Vatsa, Pratyush Patel, William Eiers | Published: 2025-03-14
AIによる出力のバイアスの検出
データ生成手法
プライバシー設計原則

The Essentials of AI for Life and Society: An AI Literacy Course for the University Community

Authors: Joydeep Biswas, Don Fussell, Peter Stone, Kristin Patterson, Kristen Procko, Lea Sabatini, Zifan Xu | Published: 2025-01-13
プライバシー設計原則
人工知能の役割
教育やフォローアップ

Explainable Differential Privacy-Hyperdimensional Computing for Balancing Privacy and Transparency in Additive Manufacturing Monitoring

Authors: Fardin Jalil Piran, Prathyush P. Poduval, Hamza Errahmouni Barkam, Mohsen Imani, Farhad Imani | Published: 2024-07-09 | Updated: 2025-03-17
プライバシー保護手法
プライバシー設計原則
差分プライバシー

COVID-19 Imaging Data Privacy by Federated Learning Design: A Theoretical Framework

Authors: Anwaar Ulhaq, Oliver Burmeister | Published: 2020-10-13
プライバシー保護
プライバシー設計原則
連合学習システム

Privacy-Preserving Technology to Help Millions of People: Federated Prediction Model for Stroke Prevention

Authors: Ce Ju, Ruihui Zhao, Jichao Sun, Xiguang Wei, Bo Zhao, Yang Liu, Hongshan Li, Tianjian Chen, Xinwei Zhang, Dashan Gao, Ben Tan, Han Yu, Chuning He, Yuan Jin | Published: 2020-06-15 | Updated: 2020-12-15
プライバシー設計原則
性能評価
機械学習のプライバシー保護

Enterprise API Security and GDPR Compliance: Design and Implementation Perspective

Authors: Fatima Hussain, Rasheed Hussain, Brett Noye, Salah Sharieh | Published: 2019-09-17
APIセキュリティ
プライバシー設計原則
情報セキュリティ

Mitigating Location Privacy Attacks on Mobile Devices using Dynamic App Sandboxing

Authors: Sashank Narain, Guevara Noubir | Published: 2018-08-13
アクセス制御
トラフィック特性分析
プライバシー設計原則