AIセキュリティポータルbot

Privacy-Preserving in Blockchain-based Federated Learning Systems

Authors: Sameera K. M., Serena Nicolazzo, Marco Arazzi, Antonino Nocera, Rafidha Rehiman K. A., Vinod P, Mauro Conti | Published: 2024-01-07
プライバシー保護手法
ブロックチェーン技術
連合学習

Detecting Anomalies in Blockchain Transactions using Machine Learning Classifiers and Explainability Analysis

Authors: Mohammad Hasan, Mohammad Shahriar Rahman, Helge Janicke, Iqbal H. Sarker | Published: 2024-01-07
クラス不均衡
モデル性能評価
異常検出手法

Malla: Demystifying Real-world Large Language Model Integrated Malicious Services

Authors: Zilong Lin, Jian Cui, Xiaojing Liao, XiaoFeng Wang | Published: 2024-01-06 | Updated: 2024-08-19
フィッシング攻撃
プロンプトインジェクション
悪意のあるコンテンツ生成

The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models

Authors: Junyi Li, Jie Chen, Ruiyang Ren, Xiaoxue Cheng, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen | Published: 2024-01-06
LLMの幻覚
ハルシネーション
ハルシネーションの検知

MalModel: Hiding Malicious Payload in Mobile Deep Learning Models with Black-box Backdoor Attack

Authors: Jiayi Hua, Kailong Wang, Meizhen Wang, Guangdong Bai, Xiapu Luo, Haoyu Wang | Published: 2024-01-05
バックドア攻撃
マルウェア分類
モデル性能評価

Evasive Hardware Trojan through Adversarial Power Trace

Authors: Behnam Omidi, Khaled N. Khasawneh, Ihsen Alouani | Published: 2024-01-04
ウォーターマーキング
敵対的攻撃
透かしの耐久性

Adaptive Differential Privacy in Federated Learning: A Priority-Based Approach

Authors: Mahtab Talaei, Iman Izadi | Published: 2024-01-04
プライバシー保護
プライバシー保護手法
連合学習

Mining Temporal Attack Patterns from Cyberthreat Intelligence Reports

Authors: Md Rayhanur Rahman, Brandon Wroblewski, Quinn Matthews, Brantley Morgan, Tim Menzies, Laurie Williams | Published: 2024-01-03
サイバーセキュリティ
攻撃手法
時間に関連する特徴

Locally Differentially Private Embedding Models in Distributed Fraud Prevention Systems

Authors: Iker Perez, Jason Wong, Piotr Skalski, Stuart Burrell, Richard Mortier, Derek McAuley, David Sutton | Published: 2024-01-03
プライバシー保護
プライバシー保護手法
不正取引

User authentication system based on human exhaled breath physics

Authors: Mukesh Karunanethy, Rahul Tripathi, Mahesh V Panchagnula, Raghunathan Rengaswamy | Published: 2024-01-02
ユーザー認証システム
時間に関連する特徴
機械学習手法