文献データベース

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

Effects of Real-Life Traffic Sign Alteration on YOLOv7- an Object Recognition Model

Authors: Farhin Farhad Riya, Shahinul Hoque, Md Saif Hassan Onim, Edward Michaud, Edmon Begoli, Jinyuan Stella Sun | Published: 2023-05-09 | Updated: 2024-01-29
リアルタイム推論
特徴抽出手法
画像特徴抽出

Quantum Machine Learning for Malware Classification

Authors: Grégoire Barrué, Tony Quertier | Published: 2023-05-09 | Updated: 2023-06-07
パラメータ調整
機械学習手法
量子ニューラルネットワーク

Differentially Private Attention Computation

Authors: Yeqi Gao, Zhao Song, Xin Yang, Yufa Zhou | Published: 2023-05-08 | Updated: 2024-10-14
DNN IP保護手法
プライバシー評価
自己注意メカニズム

Verifiable Learning for Robust Tree Ensembles

Authors: Stefano Calzavara, Lorenzo Cazzaro, Giulio Ermanno Pibiri, Nicola Prezza | Published: 2023-05-05 | Updated: 2023-11-11
ランダムフォレスト
敵対的攻撃手法
決定木

Incentivising the federation: gradient-based metrics for data selection and valuation in private decentralised training

Authors: Dmitrii Usynin, Daniel Rueckert, Georgios Kaissis | Published: 2023-05-04 | Updated: 2024-04-16
DNN IP保護手法
サンプル複雑性
プライバシー評価

Can Feature Engineering Help Quantum Machine Learning for Malware Detection?

Authors: Ran Liu, Maksim Eren, Charles Nicholas | Published: 2023-05-03 | Updated: 2023-08-09
一般化の影響
量子ビットの特性
量子分類器