User profiles for Daisuke Mashima

Daisuke Mashima

Singapore University of Technology and Design
Verified email at ieee.org
Cited by 1969

Evaluating electricity theft detectors in smart grid networks

D Mashima, AA Cárdenas - International Workshop on Recent Advances in …, 2012 - Springer
Electricity theft is estimated to cost billions of dollars per year in many countries. To reduce
electricity theft, electric utilities are leveraging data collected by the new Advanced Metering …

LoMoS: Less-online/more-offline signatures for extremely time-critical systems

E Esiner, U Tefek, HSM Erol, D Mashima… - … on Smart Grid, 2022 - ieeexplore.ieee.org
The state-of-the-art digital signatures incur undesirable delays, hence are impractical for
time-stringent Industrial Control Systems (ICSs). The recent revision to IEC 62351–6 standard …

Analysis of false data injection attacks against automated control for parallel generators in IEC 61850-based smart grid systems

MM Roomi, SMS Hussain, D Mashima… - IEEE Systems …, 2023 - ieeexplore.ieee.org
With the introduction of advanced monitoring and communication technologies, the legacy
power system is evolving toward fully digitalized smart grid. The IEC 61850 standards have …

Towards a grid-wide, high-fidelity electrical substation honeynet

D Mashima, B Chen, P Gunathilaka… - … Conference on Smart …, 2017 - ieeexplore.ieee.org
After a number of real-world cyber incidents targeting power grid systems in the recent years,
early detection of such cyber attacks and analysis of their attack vectors are in urgent need. …

PowerLSTM: power demand forecasting using long short-term memory neural network

Y Cheng, C Xu, D Mashima, VLL Thing… - Advanced Data Mining and …, 2017 - Springer
Power demand forecasting is a critical task to achieve efficiency and reliability in the smart
grid in terms of demand response and resource allocation. This paper proposes PowerLSTM, …

Visualizing dynamic data with maps

D Mashima, S Kobourov, Y Hu - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Maps offer a familiar way to present geographic data (continents, countries), and additional
information (topography, geology), can be displayed with the help of contours and heat-map …

Electricity theft pinpointing through correlation analysis of master and individual meter readings

…, H Cai, B Zhou, B Chen, D Mashima… - … on Smart Grid, 2019 - ieeexplore.ieee.org
Daisuke Mashima are with Advanced Digital Sciences Center, Singapore (e-mail: partha.b@adsc-create.edu.sg;
zhou.bin@adsc-create.edu.sg; daisuke.… Daisuke Mashima received the …

[HTML][HTML] Machine learning-based intrusion detection for achieving cybersecurity in smart grids using IEC 61850 GOOSE messages

…, A Ulutas, A Onen, MM Roomi, D Mashima - Symmetry, 2021 - mdpi.com
Increased connectivity is required to implement novel coordination and control schemes.
IEC 61850-based communication solutions have become popular due to many reasons—object…

A synthesized dataset for cybersecurity study of IEC 61850 based substation

…, HC Tan, Q Zhu, Y Li, D Mashima… - … for Smart Grids …, 2019 - ieeexplore.ieee.org
Cyber attacks pose a major threat to smart grid infrastructures where communication links
bind physical devices to provide critical measurement, protection, and control functionalities. …

Towards automated generation of smart grid cyber range for cybersecurity experiments and training

D Mashima, MM Roomi, B Ng… - 2023 53rd Annual …, 2023 - ieeexplore.ieee.org
Assurance of cybersecurity is crucial to ensure dependability and resilience of smart power
grid systems. In order to evaluate the impact of potential cyber attacks, to assess …