文献データベース

ANUBIS: A Provenance Graph-Based Framework for Advanced Persistent Threat Detection

Authors: Md. Monowar Anjum, Shahrear Iqbal, Benoit Hamelin | Published: 2021-12-21
イベントトレース分析
メンバーシップ推論
脅威モデル

Reputation-based PoS for the Restriction of Illicit Activities on Blockchain: Algorand Usecase

Authors: Mayank Pandey, Rachit Agarwal, Sandeep Kumar Shukla, Nishchal Kumar Verma | Published: 2021-12-21 | Updated: 2022-08-25
ブロックチェーン技術
犯罪行為検出
通信効率

A Theoretical View of Linear Backpropagation and Its Convergence

Authors: Ziang Li, Yiwen Guo, Haodi Liu, Changshui Zhang | Published: 2021-12-21 | Updated: 2024-01-10
モデル設計
収束解析
防御手法

Vulnerability Analysis of the Android Kernel

Authors: Joseph R. Barr, Peter Shaw, Tyler Thatcher | Published: 2021-12-20
メンバーシップ推論
性能評価
脆弱性予測

Robust and Privacy-Preserving Collaborative Learning: A Comprehensive Survey

Authors: Shangwei Guo, Xu Zhang, Fei Yang, Tianwei Zhang, Yan Gan, Tao Xiang, Yang Liu | Published: 2021-12-19
バックドア攻撃
プライバシーリスク管理
ポイズニング

ML Supported Predictions for SAT Solvers Performance

Authors: A. -M. Leventi-Peetz, Jörg-Volker Peetz, Martina Rohde | Published: 2021-12-17
モデル設計
性能評価指標
機械学習手法

Deep Bayesian Learning for Car Hacking Detection

Authors: Laha Ale, Scott A. King, Ning Zhang | Published: 2021-12-17
機械学習手法
深層学習手法
自動運転技術の脆弱性

Robust Upper Bounds for Adversarial Training

Authors: Dimitris Bertsimas, Xavier Boix, Kimberly Villalobos Carballo, Dick den Hertog | Published: 2021-12-17 | Updated: 2023-04-06
ロバスト回帰
敵対的訓練
深層学習手法

Addressing Adversarial Machine Learning Attacks in Smart Healthcare Perspectives

Authors: Arawinkumaar Selvakkumar, Shantanu Pal, Zahra Jadidi | Published: 2021-12-16
敵対的サンプル
敵対的訓練
機械学習の応用

Model Stealing Attacks Against Inductive Graph Neural Networks

Authors: Yun Shen, Xinlei He, Yufei Han, Yang Zhang | Published: 2021-12-15
グラフ表現学習
敵対的訓練
機械学習手法