AIセキュリティポータルbot

PPBFL: A Privacy Protected Blockchain-based Federated Learning Model

Authors: Yang Li, Chunhe Xia, Wanshuang Lin, Tianbo Wang | Published: 2024-01-02 | Updated: 2024-01-08
Privacy Protection Method
Model Communication
Federated Learning

Detection and Defense Against Prominent Attacks on Preconditioned LLM-Integrated Virtual Assistants

Authors: Chun Fai Chan, Daniel Wankit Yip, Aysan Esmradi | Published: 2024-01-02
LLM Security
Character Role Acting
System Prompt Generation

A Novel Evaluation Framework for Assessing Resilience Against Prompt Injection Attacks in Large Language Models

Authors: Daniel Wankit Yip, Aysan Esmradi, Chun Fai Chan | Published: 2024-01-02
LLM Security
Prompt Injection
Attack Evaluation

Facebook Report on Privacy of fNIRS data

Authors: Md Imran Hossen, Sai Venkatesh Chilukoti, Liqun Shan, Vijay Srinivas Tida, Xiali Hei | Published: 2024-01-01
Privacy Protection Method
Model Performance Evaluation
Federated Learning

Privacy-Preserving Data in IoT-based Cloud Systems: A Comprehensive Survey with AI Integration

Authors: D. Dhinakaran, S. M. Udhaya Sankar, D. Selvaraj, S. Edwin Raja | Published: 2024-01-01
Watermarking
Privacy Protection Method
Federated Learning

Digger: Detecting Copyright Content Mis-usage in Large Language Model Training

Authors: Haodong Li, Gelei Deng, Yi Liu, Kailong Wang, Yuekang Li, Tianwei Zhang, Yang Liu, Guoai Xu, Guosheng Xu, Haoyu Wang | Published: 2024-01-01
LLM Performance Evaluation
Dataset Generation
Prompt Injection

Improving the Privacy and Practicality of Objective Perturbation for Differentially Private Linear Learners

Authors: Rachel Redberg, Antti Koskela, Yu-Xiang Wang | Published: 2023-12-31
Hyperparameter Tuning
Privacy Protection Method
Watermark Evaluation

Opening A Pandora’s Box: Things You Should Know in the Era of Custom GPTs

Authors: Guanhong Tao, Siyuan Cheng, Zhuo Zhang, Junmin Zhu, Guangyu Shen, Xiangyu Zhang | Published: 2023-12-31
Cybersecurity
Phishing Attack
Prompt Injection

Autonomous Threat Hunting: A Future Paradigm for AI-Driven Threat Intelligence

Authors: Siva Raja Sindiramutty | Published: 2023-12-30
Role of AI and Automation
XAI (Explainable AI)
Cybersecurity

Jatmo: Prompt Injection Defense by Task-Specific Finetuning

Authors: Julien Piet, Maha Alrashed, Chawin Sitawarin, Sizhe Chen, Zeming Wei, Elizabeth Sun, Basel Alomair, David Wagner | Published: 2023-12-29 | Updated: 2024-01-08
LLM Security
Cyber Attack
Prompt Injection