文献データベース

Optimized Ensemble Model Towards Secured Industrial IoT Devices

Authors: MohammadNoor Injadat | Published: 2024-01-10
モデル性能評価
侵入検知システム
最適化手法

Gotta Detect ‘Em All: Fake Base Station and Multi-Step Attack Detection in Cellular Networks

Authors: Kazi Samin Mubasshir, Imtiaz Karim, Elisa Bertino | Published: 2024-01-10 | Updated: 2025-07-21
ネットワーク脅威検出
モデル抽出攻撃
性能評価手法

Local Privacy-preserving Mechanisms and Applications in Machine Learning

Authors: Likun Qin, Tianshuo Qiu | Published: 2024-01-08
データプライバシー評価
プライバシー保護
連合学習

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