文献データベース

Compact: Approximating Complex Activation Functions for Secure Computation

Authors: Mazharul Islam, Sunpreet S. Arora, Rahul Chatterjee, Peter Rindal, Maliheh Shirvanian | Published: 2023-09-09 | Updated: 2024-03-17
MPCアルゴリズム
多者計算
機械学習技術

Adversarially Robust Deep Learning with Optimal-Transport-Regularized Divergences

Authors: Jeremiah Birrell, Mohammadreza Ebrahimi | Published: 2023-09-07
悪意のあるデモ構築
敵対的攻撃
防御手法

Enhancing Trustworthiness in ML-Based Network Intrusion Detection with Uncertainty Quantification

Authors: Jacopo Talpini, Fabio Sartori, Marco Savi | Published: 2023-09-05 | Updated: 2024-04-09
Out-of-Distribution検出
アクティブラーニング
不確実性評価

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