User profiles for Daisuke Mashima
Daisuke MashimaSingapore 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 …
electricity theft, electric utilities are leveraging data collected by the new Advanced Metering …
LoMoS: Less-online/more-offline signatures for extremely time-critical systems
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 …
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
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 …
power system is evolving toward fully digitalized smart grid. The IEC 61850 standards have …
Towards a grid-wide, high-fidelity electrical substation honeynet
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. …
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
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, …
grid in terms of demand response and resource allocation. This paper proposes PowerLSTM, …
Visualizing dynamic data with maps
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 …
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
… 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 …
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
Increased connectivity is required to implement novel coordination and control schemes.
IEC 61850-based communication solutions have become popular due to many reasons—object…
IEC 61850-based communication solutions have become popular due to many reasons—object…
A synthesized dataset for cybersecurity study of IEC 61850 based substation
Cyber attacks pose a major threat to smart grid infrastructures where communication links
bind physical devices to provide critical measurement, protection, and control functionalities. …
bind physical devices to provide critical measurement, protection, and control functionalities. …
Towards automated generation of smart grid cyber range for cybersecurity experiments and training
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 …
grid systems. In order to evaluate the impact of potential cyber attacks, to assess …