脆弱性管理

Advanced Metering Infrastructures: Security Risks and Mitigation

Authors: Gueltoum Bendiab, Konstantinos-Panagiotis Grammatikakis, Ioannis Koufos, Nicholas Kolokotronis, Stavros Shiaeles | Published: 2021-05-10
MLベースのIDS
サイバー攻撃
脆弱性管理

SHARKS: Smart Hacking Approaches for RisK Scanning in Internet-of-Things and Cyber-Physical Systems based on Machine Learning

Authors: Tanujay Saha, Najwa Aaraj, Neel Ajjarapu, Niraj K. Jha | Published: 2021-01-07 | Updated: 2022-10-19
攻撃タイプ
機械学習手法
脆弱性管理

Crafting Adversarial Examples for Deep Learning Based Prognostics (Extended Version)

Authors: Gautam Raj Mode, Khaza Anuarul Hoque | Published: 2020-09-21 | Updated: 2020-09-28
ポイズニング
敵対的訓練
脆弱性管理

Early detection of the advanced persistent threat attack using performance analysis of deep learning

Authors: Javad Hassannataj Joloudari, Mojtaba Haderbadi, Amir Mashmool, Mohammad GhasemiGol, Shahab S., Amir Mosavi | Published: 2020-09-19
ネットワーク脅威検出
未知の攻撃検出
脆弱性管理

An Automated, End-to-End Framework for Modeling Attacks From Vulnerability Descriptions

Authors: Hodaya Binyamini, Ron Bitton, Masaki Inokuchi, Tomohiko Yagyu, Yuval Elovici, Asaf Shabtai | Published: 2020-08-10
データ抽出と分析
機械学習フレームワーク
脆弱性管理

Provable robustness against all adversarial $l_p$-perturbations for $p\geq 1$

Authors: Francesco Croce, Matthias Hein | Published: 2019-05-27 | Updated: 2020-04-24
マルチクラス分類
脆弱性管理
評価手法