FDI攻撃検出手法

Machine Learning in Generation, Detection, and Mitigation of Cyberattacks in Smart Grid: A Survey

Authors: Nur Imtiazul Haque, Md Hasan Shahriar, Md Golam Dastgir, Anjan Debnath, Imtiaz Parvez, Arif Sarwat, Mohammad Ashiqur Rahman | Published: 2020-09-01
FDI攻撃検出手法
サイバーセキュリティ
深層学習技術

PIDS – A Behavioral Framework for Analysis and Detection of Network Printer Attacks

Authors: Asaf Hecht, Adi Sagi, Yuval Elovici | Published: 2018-06-27
FDI攻撃検出手法
データ流分析
プリンタセキュリティ

An Efficient Flow-based Multi-level Hybrid Intrusion Detection System for Software-Defined Networks

Authors: Majd Latah, Levent Toker | Published: 2018-06-11
FDI攻撃検出手法
サイバーセキュリティ
攻撃の分類

Detection of Compromised Smart Grid Devices with Machine Learning and Convolution Techniques

Authors: Cengiz Kaygusuz, Leonardo Babun, Hidayet Aksu, A. Selcuk Uluagac | Published: 2018-04-13
FDI攻撃検出手法
性能評価
異常検知手法

Towards an Efficient Anomaly-Based Intrusion Detection for Software-Defined Networks

Authors: Majd Latah, Levent Toker | Published: 2018-03-18 | Updated: 2018-08-19
FDI攻撃検出手法
機械学習手法
評価指標

Where Classification Fails, Interpretation Rises

Authors: Chanh Nguyen, Georgi Georgiev, Yujie Ji, Ting Wang | Published: 2017-12-02
FDI攻撃検出手法
モデルの頑健性保証
敵対的学習

Detecting Adversarial Image Examples in Deep Networks with Adaptive Noise Reduction

Authors: Bin Liang, Hongcheng Li, Miaoqiang Su, Xirong Li, Wenchang Shi, Xiaofeng Wang | Published: 2017-05-23 | Updated: 2019-01-09
FDI攻撃検出手法
敵対的サンプルの検知
防御手法の効果分析