エネルギー管理

An Approach of Replicating Multi-Staged Cyber-Attacks and Countermeasures in a Smart Grid Co-Simulation Environment

Authors: Ömer Sen, Dennis van der Velde, Sebastian N. Peters, Martin Henze | Published: 2021-10-05
エネルギー管理
サイバーセキュリティ
運用シナリオ

A Novel Open Set Energy-based Flow Classifier for Network Intrusion Detection

Authors: Manuela M. C. Souza, Camila Pontes, Joao Gondim, Luis P. F. Garcia, Luiz DaSilva, Marcelo A. Marotta | Published: 2021-09-23 | Updated: 2022-04-26
アルゴリズム
エネルギー管理
性能評価

Sponge Examples: Energy-Latency Attacks on Neural Networks

Authors: Ilia Shumailov, Yiren Zhao, Daniel Bates, Nicolas Papernot, Robert Mullins, Ross Anderson | Published: 2020-06-05 | Updated: 2021-05-12
エネルギー管理
ポイズニング
メンバーシップ推論

SearchFromFree: Adversarial Measurements for Machine Learning-based Energy Theft Detection

Authors: Jiangnan Li, Yingyuan Yang, Jinyuan Stella Sun | Published: 2020-06-02 | Updated: 2020-08-30
アルゴリズム
エネルギー管理
敵対的攻撃検出

Adversarial Attacks on Reinforcement Learning based Energy Management Systems of Extended Range Electric Delivery Vehicles

Authors: Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop | Published: 2020-06-01
エネルギー管理
敵対的攻撃検出
深層強化学習

Efficient Privacy-Preserving Electricity Theft Detection with Dynamic Billing and Load Monitoring for AMI Networks

Authors: Mohamed I. Ibrahem, Mahmoud Nabil, Mostafa M. Fouda, Mohamed Mahmoud, Waleed Alasmary, Fawaz Alsolami | Published: 2020-05-28
エネルギー管理
プライバシー評価
動的料金設定

Dynamic Anomaly Detection with High-fidelity Simulators: A Convex Optimization Approach

Authors: Kaikai Pan, Peter Palensky, Peyman Mohajerin Esfahani | Published: 2020-04-29 | Updated: 2020-10-06
エネルギー管理
ロバスト性向上手法
攻撃検出