AIセキュリティポータルbot

pFedGame — Decentralized Federated Learning using Game Theory in Dynamic Topology

Authors: Monik Raj Behera, Suchetana Chakraborty | Published: 2024-10-05
シミュレーション結果評価
プライバシー保護

BlockScan: Detecting Anomalies in Blockchain Transactions

Authors: Jiahao Yu, Xian Wu, Hao Liu, Wenbo Guo, Xinyu Xing | Published: 2024-10-05 | Updated: 2025-10-21
バックドアモデルの検知
ブロックチェーン技術
異常検知

ASPIRER: Bypassing System Prompts With Permutation-based Backdoors in LLMs

Authors: Lu Yan, Siyuan Cheng, Xuan Chen, Kaiyuan Zhang, Guangyu Shen, Zhuo Zhang, Xiangyu Zhang | Published: 2024-10-05
Negative Training
バックドア攻撃
プロンプトインジェクション

An Intelligent Native Network Slicing Security Architecture Empowered by Federated Learning

Authors: Rodrigo Moreira, Rodolfo S. Villaca, Moises R. N. Ribeiro, Joberto S. B. Martins, Joao Henrique Correa, Tereza C. Carvalho, Flavio de Oliveira Silva | Published: 2024-10-04
ネットワークスライシング
実験的検証

DiSK: Differentially Private Optimizer with Simplified Kalman Filter for Noise Reduction

Authors: Xinwei Zhang, Zhiqi Bu, Borja Balle, Mingyi Hong, Meisam Razaviyayn, Vahab Mirrokni | Published: 2024-10-04
フレームワーク
最適化問題

Towards Assuring EU AI Act Compliance and Adversarial Robustness of LLMs

Authors: Tomas Bueno Momcilovic, Beat Buesser, Giulio Zizzo, Mark Purcell, Dian Balta | Published: 2024-10-04
AIコンプライアンス
LLMセキュリティ
フレームワーク

Developing Assurance Cases for Adversarial Robustness and Regulatory Compliance in LLMs

Authors: Tomas Bueno Momcilovic, Dian Balta, Beat Buesser, Giulio Zizzo, Mark Purcell | Published: 2024-10-04
LLMセキュリティ
プロンプトインジェクション
動的脆弱性管理

An Intelligent Quantum Cyber-Security Framework for Healthcare Data Management

Authors: Kishu Gupta, Deepika Saxena, Pooja Rani, Jitendra Kumar, Aaisha Makkar, Ashutosh Kumar Singh, Chung-Nan Lee | Published: 2024-10-04
プライバシー保護
量子フレームワーク
量子暗号技術

FedCert: Federated Accuracy Certification

Authors: Minh Hieu Nguyen, Huu Tien Nguyen, Trung Thanh Nguyen, Manh Duong Nguyen, Trong Nghia Hoang, Truong Thao Nguyen, Phi Le Nguyen | Published: 2024-10-04
評価手法

Safeguard is a Double-edged Sword: Denial-of-service Attack on Large Language Models

Authors: Qingzhao Zhang, Ziyang Xiong, Z. Morley Mao | Published: 2024-10-03 | Updated: 2024-10-23
プロンプトインジェクション
モデルDoS