リスク管理

The Dangers of Computational Law and Cybersecurity; Perspectives from Engineering and the AI Act

Authors: Kaspar Rosager Ludvigsen, Shishir Nagaraja, Angela Daly | Published: 2022-07-01
サイバーセキュリティ
リスク管理
人工知能規制

Threat Assessment in Machine Learning based Systems

Authors: Lionel Nganyewou Tidjon, Foutse Khomh | Published: 2022-06-30
リスク管理
攻撃者の行動分析
脅威モデル

Differentially Empirical Risk Minimization under the Fairness Lens

Authors: Cuong Tran, My H. Dinh, Ferdinando Fioretto | Published: 2021-06-04 | Updated: 2022-09-08
DP-SGD
プライバシー保護手法
リスク管理

GRAVITAS: Graphical Reticulated Attack Vectors for Internet-of-Things Aggregate Security

Authors: Jacob Brown, Tanujay Saha, Niraj K. Jha | Published: 2021-05-31
リスク管理
脆弱性評価手法
防御メカニズム

Darknet Data Mining — A Canadian Cyber-crime Perspective

Authors: Edward Crowder, Jay Lansiquot | Published: 2021-05-18
ダークネットトラフィック分析
データ収集
リスク管理

On Data Augmentation and Adversarial Risk: An Empirical Analysis

Authors: Hamid Eghbal-zadeh, Khaled Koutini, Paul Primus, Verena Haunschmid, Michal Lewandowski, Werner Zellinger, Bernhard A. Moser, Gerhard Widmer | Published: 2020-07-06
ポイズニング
リスク管理
敵対的学習

A Multi-step and Resilient Predictive Q-learning Algorithm for IoT with Human Operators in the Loop: A Case Study in Water Supply Networks

Authors: Maria Grammatopoulou, Aris Kanellopoulos, Kyriakos G. ~Vamvoudakis, Nathan Lau | Published: 2020-06-06
アルゴリズム
リスク管理
学習の改善

Assessing Supply Chain Cyber Risks

Authors: Alberto Redondo, Alberto Torres-Barrán, David Ríos Insua, Jordi Domingo | Published: 2019-11-26
リスク管理
情報セキュリティ
攻撃タイプ

Towards Federated Graph Learning for Collaborative Financial Crimes Detection

Authors: Toyotaro Suzumura, Yi Zhou, Natahalie Baracaldo, Guangnan Ye, Keith Houck, Ryo Kawahara, Ali Anwar, Lucia Larise Stavarache, Yuji Watanabe, Pablo Loyola, Daniel Klyashtorny, Heiko Ludwig, Kumar Bhaskaran | Published: 2019-09-19 | Updated: 2019-10-02
グラフ表現学習
リスク管理
機械学習の応用

A Deep Belief Network Based Machine Learning System for Risky Host Detection

Authors: Wangyan Feng, Shuning Wu, Xiaodan Li, Kevin Kunkle | Published: 2017-12-29
リスク管理
性能評価指標
機械学習アルゴリズム