AIセキュリティポータルbot

martFL: Enabling Utility-Driven Data Marketplace with a Robust and Verifiable Federated Learning Architecture

Authors: Qi Li, Zhuotao Liu, Qi Li, Ke Xu | Published: 2023-09-03 | Updated: 2024-05-09
スマートコントラクト
悪意のあるクライアント
連合学習

An Ensemble Score Filter for Tracking High-Dimensional Nonlinear Dynamical Systems

Authors: Feng Bao, Zezhong Zhang, Guannan Zhang | Published: 2023-09-02 | Updated: 2024-08-13
データ生成
収束特性
計算複雑性

Towards Code Watermarking with Dual-Channel Transformations

Authors: Borui Yang, Wei Li, Liyao Xiang, Bo Li | Published: 2023-09-02 | Updated: 2024-01-02
データ保護手法
特徴選択手法
透かしの耐久性

Non-Asymptotic Bounds for Adversarial Excess Risk under Misspecified Models

Authors: Changyu Liu, Yuling Jiao, Junhui Wang, Jian Huang | Published: 2023-09-02
収束特性
損失項
敵対的攻撃

MONDEO: Multistage Botnet Detection

Authors: Duarte Dias, Bruno Sousa, Nuno Antunes | Published: 2023-08-31
効率性評価
未知の攻撃検出
機械学習技術

The Power of MEME: Adversarial Malware Creation with Model-Based Reinforcement Learning

Authors: Maria Rigaki, Sebastian Garcia | Published: 2023-08-31
強化学習
悪意のあるデモ構築
敵対的攻撃

Conti Inc.: Understanding the Internal Discussions of a large Ransomware-as-a-Service Operator with Machine Learning

Authors: Estelle Ruellan, Masarah Paquet-Clouston, Sebastian Garcia | Published: 2023-08-30
トピックモデルの解釈
悪意のある行為者の分類
機械学習技術

Vulnerability of Machine Learning Approaches Applied in IoT-based Smart Grid: A Review

Authors: Zhenyong Zhang, Mengxiang Liu, Mingyang Sun, Ruilong Deng, Peng Cheng, Dusit Niyato, Mo-Yuen Chow, Jiming Chen | Published: 2023-08-30 | Updated: 2023-12-25
エネルギー管理
プロンプトインジェクション
敵対的訓練

Threshold KNN-Shapley: A Linear-Time and Privacy-Friendly Approach to Data Valuation

Authors: Jiachen T. Wang, Yuqing Zhu, Yu-Xiang Wang, Ruoxi Jia, Prateek Mittal | Published: 2023-08-30 | Updated: 2023-11-26
データ生成
プライバシー保護手法
計算効率

Predict And Prevent DDOS Attacks Using Machine Learning and Statistical Algorithms

Authors: Azadeh Golduzian | Published: 2023-08-30
DDoS攻撃
機械学習手法
特徴の相互依存性