AIセキュリティポータルbot

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
Information Extraction Method
Question Generation Method

Spear Phishing With Large Language Models

Authors: Julian Hazell | Published: 2023-05-11 | Updated: 2023-12-22
Cyber Attack
Phishing Attack
Prompt Injection

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

Authors: Tilman Michaeli, Stefan Seegerer, Ralf Romeike | Published: 2023-05-10
Role of Artificial Intelligence
Education and Follow-up
Educational Approach

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 Protection Method
LLM Security
Privacy Assessment

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
Training Data Generation
Privacy Assessment
Feature Extraction Method

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
Real-Time Inference
Feature Extraction Method
Image Feature Extraction

Quantum Machine Learning for Malware Classification

Authors: Grégoire Barrué, Tony Quertier | Published: 2023-05-09 | Updated: 2023-06-07
Parameter Tuning
Machine Learning Method
Quantum Neural Network

Differentially Private Attention Computation

Authors: Yeqi Gao, Zhao Song, Xin Yang, Yufa Zhou | Published: 2023-05-08 | Updated: 2024-10-14
DNN IP Protection Method
Privacy Assessment
Self-Attention Mechanism

Verifiable Learning for Robust Tree Ensembles

Authors: Stefano Calzavara, Lorenzo Cazzaro, Giulio Ermanno Pibiri, Nicola Prezza | Published: 2023-05-05 | Updated: 2023-11-11
Random Forest
Adversarial Attack Methods
Decision Tree

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 Protection Method
Sample Complexity
Privacy Assessment