Towards fast and semi-supervised identification of smart meters launching data falsification attacks

S Bhattacharjee, A Thakur, SK Das - Proceedings of the 2018 on asia …, 2018 - dl.acm.org
Compromised smart meters sending false power consumption data in Advanced Metering
Infrastructure (AMI) may have drastic consequences on the smart grid» s operation. Most …

Network intrusion detection in smart grids for imbalanced attack types using machine learning models

DD Roy, D Shin - 2019 International Conference on Information …, 2019 - ieeexplore.ieee.org
Smart grid has evolved as the next generation power grid paradigm which enables the
transfer of real time information between the utility company and the consumer via smart …

Distributed anomaly detection in smart grids: a federated learning-based approach

J Jithish, B Alangot, N Mahalingam, KS Yeo - IEEE Access, 2023 - ieeexplore.ieee.org
The smart grid integrates Information and Communication Technologies (ICT) into the
traditional power grid to manage the generation, distribution, and consumption of electrical …

Design and development of an innovative smart metering system with GUI-based NTL detection platform

KK Kee, SMF Shahab, CJ Loh - 4th IET Clean Energy and …, 2016 - ieeexplore.ieee.org
Smart Grid is gradually adopted by most of the countries. AMI (Advanced Metering
Infrastructure) is one of the key enabler technologies which consists of smart meters …

Deep Learning-based Detection and Mitigation Strategy for Cyber-attacks on Advanced Metering Infrastructure

A Acharya, BR Bhalja - 2024 IEEE International Systems …, 2024 - ieeexplore.ieee.org
Given the direct connection of the distribution system with consumers, cyber-attacks are
unavoidable. Therefore, ensuring the security of the distribution system is of utmost …

A Review of anomaly detection techniques in advanced metering infrastructure

AM Al-Ghaili, ZA Ibrahim, SAS Hairi, FA Rahim… - Bulletin of Electrical …, 2021 - beei.org
Abstract Advanced Metering Infrastructure (AMI) is a component of electrical networks that
combines the energy and telecommunication infrastructure to collect, measure and analyze …

[引用][C] Advanced Metering Infrastructure Security

K Adak, J Mohamed, SH Darapuneni - 2009 - ed: Technical report, University of …

Exploring malicious meter inspection in neighborhood area smart grids

Z Xiao, Y Xiao, DHC Du - IEEE Transactions on Smart Grid, 2012 - ieeexplore.ieee.org
In smart grids, smart meters may potentially be attacked or compromised to cause certain
security risks. It is challenging to identify malicious meters when there are a large number of …

[PDF][PDF] Understanding the role of automated response actions in improving ami resiliency

A Fawaz, R Berthier, WH Sanders… - Proceedings of the NIST …, 2012 - academia.edu
The smart grid promises better services and higher reliability but is exposed to new security
threats. In particular, deployment of advanced metering infrastructures (AMIs) will vastly …

A multi-sensor energy theft detection framework for advanced metering infrastructures

S McLaughlin, B Holbert, A Fawaz… - IEEE journal on …, 2013 - ieeexplore.ieee.org
The advanced metering infrastructure (AMI) is a crucial component of the smart grid,
replacing traditional analog devices with computerized smart meters. Smart meters have not …