A modular infrastructure for the validation of cyberattack detection systems

D Cerotti, D Codetta Raiteri, G Dondossola… - … Methods, Concepts, and …, 2023 - Springer
We propose a framework for the evaluation of cyberattack detection systems in which
theoretical results can be tested in a realistic setup. We emulate a power control …

A Bayesian network approach for the interpretation of cyber attacks to power systems

D Cerotti, D CODETTA RAITERI, D Giovanna… - CEUR Workshop …, 2019 - iris.uniupo.it
The focus of this paper is on the analysis of the cyber security resilience of digital
infrastructures deployed by power grids, internationally recognized as a priority since …

Inferring adversarial behaviour in cyber‐physical power systems using a Bayesian attack graph approach

A Sahu, K Davis - IET Cyber‐Physical Systems: Theory & …, 2023 - Wiley Online Library
Highly connected smart power systems are subject to increasing vulnerabilities and
adversarial threats. Defenders need to proactively identify and defend new high‐risk access …

On the impact of model tolerance in power grid anomaly detection systems

S Madabhushi, R Dewri - International Conference on Information Systems …, 2022 - Springer
Rapid development in deep learning-based detection systems for numerous industrial
applications has opened opportunities to apply them in power grids. A consumer's power …

Analysis and detection of cyber attack processes targeting smart grids

D Cerotti, D Codetta-Raiteri, L Egidi… - 2019 IEEE PES …, 2019 - ieeexplore.ieee.org
This paper proposes an approach based on Bayesian Networks to support cyber security
analysts in improving the cyber-security posture of the smart grid. We build a system model …

Evaluating synthetic datasets for training machine learning models to detect malicious commands

JW Teo, S Gunawan, PP Biswas… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Electrical substations in power grid act as the critical interface points for the transmission
and distribution networks. Over the years, digital technology has been integrated into the …

On Grid Resiliency: Cyber-Physical Detection Tool Evaluated in a Multi-Stage Attack Scenario

L Al Homoud, N Barpanda, A Goulart… - … for Smart Grids …, 2023 - ieeexplore.ieee.org
Electric power systems are comprised of cyber and physical components that are crucial to
grid resiliency. Data from both components should be collected when modeling power …

Crafting adversarial samples for anomaly detectors in industrial control systems

ÁLP Gómez, LF Maimó, AH Celdrán… - Procedia Computer …, 2021 - Elsevier
The increasing adoption of the Industry 4.0 paradigm encompasses digitally interconnected
factories which enables many advantages. However, it is still necessary to dedicate effort …

[图书][B] On Cyber-Attacks against Modern Power Grids

CM Calderon - 2020 - search.proquest.com
The large-scale deployment of information and communication technology (ICT) has
enabled countless new opportunities for the power sector. However, the deployment of ICT …

Tracking Real-time Anomalies in Cyber-Physical Systems Through Dynamic Behavioral Analysis

P Krishnamurthy, A Rasteh, R Karri… - arXiv preprint arXiv …, 2024 - arxiv.org
Increased connectivity and remote reprogrammability/reconfigurability features of embedded
devices in current-day power systems (including interconnections between information …