文献データベース

In the Name of Fairness: Assessing the Bias in Clinical Record De-identification

Authors: Yuxin Xiao, Shulammite Lim, Tom Joseph Pollard, Marzyeh Ghassemi | Published: 2023-05-18 | Updated: 2024-01-03
プライバシー保護手法
公平性評価
医療AIの脅威

Attacks on Online Learners: a Teacher-Student Analysis

Authors: Riccardo Giuseppe Margiotta, Sebastian Goldt, Guido Sanguinetti | Published: 2023-05-18 | Updated: 2023-10-29
バックドア攻撃
強化学習
敵対的サンプル

Survey of Malware Analysis through Control Flow Graph using Machine Learning

Authors: Shaswata Mitra, Stephen A. Torri, Sudip Mittal | Published: 2023-05-15 | Updated: 2023-06-20
GNN
ソフトウェアセキュリティ
静的分析

Quadratic Functional Encryption for Secure Training in Vertical Federated Learning

Authors: Shuangyi Chen, Anuja Modi, Shweta Agrawal, Ashish Khisti | Published: 2023-05-15 | Updated: 2023-06-19
DNN IP保護手法
トレーニングプロトコル
プライバシー保護手法

DNN-Defender: A Victim-Focused In-DRAM Defense Mechanism for Taming Adversarial Weight Attack on DNNs

Authors: Ranyang Zhou, Sabbir Ahmed, Adnan Siraj Rakin, Shaahin Angizi | Published: 2023-05-14 | Updated: 2024-09-10
DNN IP保護手法
DRAM防御手法
サイバー攻撃

Active Retrieval Augmented Generation

Authors: Zhengbao Jiang, Frank F. Xu, Luyu Gao, Zhiqing Sun, Qian Liu, Jane Dwivedi-Yu, Yiming Yang, Jamie Callan, Graham Neubig | Published: 2023-05-11 | Updated: 2023-10-22
RAG
情報抽出手法
質問生成手法

Spear Phishing With Large Language Models

Authors: Julian Hazell | Published: 2023-05-11 | Updated: 2023-12-22
サイバー攻撃
フィッシング攻撃
プロンプトインジェクション

What Students Can Learn About Artificial Intelligence — Recommendations for K-12 Computing Education

Authors: Tilman Michaeli, Stefan Seegerer, Ralf Romeike | Published: 2023-05-10
人工知能の役割
教育やフォローアップ
教育的アプローチ

Privacy-Preserving Prompt Tuning for Large Language Model Services

Authors: Yansong Li, Zhixing Tan, Yang Liu | Published: 2023-05-10 | Updated: 2025-01-10
DNN IP保護手法
LLMセキュリティ
プライバシー評価

DPMLBench: Holistic Evaluation of Differentially Private Machine Learning

Authors: Chengkun Wei, Minghu Zhao, Zhikun Zhang, Min Chen, Wenlong Meng, Bo Liu, Yuan Fan, Wenzhi Chen | Published: 2023-05-10 | Updated: 2023-10-14
トレーニングデータ生成
プライバシー評価
特徴抽出手法