D. Mashima

Most-cited papers

Evaluating Electricity Theft Detectors in Smart Grid Networks
D. Mashima, Á. Cárdenas
2012International Symposium on Recent Advances in Intrusion Detection141 citations
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A Synthesized Dataset for Cybersecurity Study of IEC 61850 based Substation
P. Biswas, Heng Chuan Tan, Qingbo Zhu, Yuan Li +2 more
2019IEEE International Conference on Smart Grid Communications86 citations
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Machine Learning-Based Intrusion Detection for Achieving Cybersecurity in Smart Grids Using IEC 61850 GOOSE Messages
T. Ustun, S. M. Suhail Hussain, Ahsen Ulutaş, Ahmet Onen +2 more
2021Symmetry81 citations Open access
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PowerLSTM: Power Demand Forecasting Using Long Short-Term Memory Neural Network
Yao Cheng, Chang Xu, D. Mashima, V. Thing +1 more
2017International Conference on Advanced Data Mining and Applications65 citations
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Visualizing dynamic data with maps
D. Mashima, S. Kobourov, Yi-Fan Hu
2011IEEE Pacific Visualization Symposium64 citations
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Resilience analysis of cyber‐physical systems: A review of models and methods
B. Cassottana, Muhammad M. Roomi, D. Mashima, G. Sansavini
2023Risk Analysis53 citations Open access
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Electricity Theft Pinpointing Through Correlation Analysis of Master and Individual Meter Readings
P. Biswas, Hong-Yun Cai, Bin Zhou, Binbin Chen +2 more
2020IEEE Transactions on Smart Grid50 citations
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SoftGrid: A Software-based Smart Grid Testbed for Evaluating Substation Cybersecurity Solutions
Prageeth Gunathilaka, D. Mashima, Binbin Chen
2016CPS-SPC '1650 citations
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Enhancing accountability of electronic health record usage via patient-centric monitoring
D. Mashima, M. Ahamad
2012International Health Informatics Symposium46 citations
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A Patient-centric, Attribute-based, Source-verifiable Framework for Health Record Sharing
A. Mohan, David Bauer, D. Blough, M. Ahamad +5 more
200940 citations
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Artificial Command Delaying for Secure Substation Remote Control: Design and Implementation
D. Mashima, Prageeth Gunathilaka, Binbin Chen
2019IEEE Transactions on Smart Grid35 citations
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OpenADR 2.0 deployment architectures: Options and implications
U. Herberg, D. Mashima, Jorjeta G. Jetcheva, Sanam Mirzazad-Barijough
2014IEEE International Conference on Smart Grid Communications34 citations
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Analysis of False Data Injection Attacks Against Automated Control for Parallel Generators in IEC 61850-Based Smart Grid Systems
Muhammad M. Roomi, S. M. Suhail Hussain, D. Mashima, E. Chang +1 more
2023IEEE Systems Journal32 citations
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Towards a grid-wide, high-fidelity electrical substation honeynet
D. Mashima, Binbin Chen, Prageeth Gunathilaka, Edwin Lesmana Tjiong
2017IEEE International Conference on Smart Grid Communications30 citations
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LoMoS: Less-Online/More-Offline Signatures for Extremely Time-Critical Systems
Ertem Esiner, Utku Tefek, H. Erol, D. Mashima +4 more
2022IEEE Transactions on Smart Grid27 citations Open access
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F-Pro: a Fast and Flexible Provenance-Aware Message Authentication Scheme for Smart Grid
Ertem Esiner, D. Mashima, Binbin Chen, Z. Kalbarczyk +1 more
2019IEEE International Conference on Smart Grid Communications26 citations Open access
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On Practical Threat Scenario Testing in an Electric Power ICS Testbed
A. Siddiqi, Nils Ole Tippenhauer, D. Mashima, Binbin Chen
2018CPSS@AsiaCCS25 citations
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Enabling Robust Information Accountability in E-healthcare Systems
D. Mashima, M. Ahamad
2012HealthSec23 citations
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Predicting Resilience of Interdependent Urban Infrastructure Systems
B. Cassottana, P. Biswas, Srijith Balakrishnan, Bennet Ng +2 more
2022IEEE Access21 citations Open access
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SPOT: A smartphone-based platform to tackle heterogeneity in smart-home IoT systems
Mohammad-Mahdi Moazzami, Guo-Liang Xing, D. Mashima, Wei-Peng Chen +1 more
2016World Forum on Internet of Things21 citations
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Privacy preserving disclosure of authenticated energy usage data
D. Mashima, Arnab Roy
2014IEEE International Conference on Smart Grid Communications20 citations
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False Data Injection Cyber Range of Modernized Substation System
Muhammad M. Roomi, P. Biswas, D. Mashima, Yuting Fan +1 more
2020IEEE International Conference on Smart Grid Communications19 citations
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Towards quantitative evaluation of privacy protection schemes for electricity usage data sharing
D. Mashima, A. Serikova, Yao Cheng, Binbin Chen
2018ICT express19 citations Open access
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OpenPLC61850: An IEC 61850 MMS compatible open source PLC for smart grid research
Muhammad M. Roomi, Shei-Ong Wen, D. Mashima, S. Hussain
2022SoftwareX18 citations Open access
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Tabulating Cybersecurity Solutions for Substations: Towards Pragmatic Design and Planning
Heng Chuan Tan, C. Cheh, Binbin Chen, D. Mashima
20192019 IEEE Innovative Smart Grid Technologies - Asia (ISGT Asia)18 citations
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Securing Substations through Command Authentication Using On-the-fly Simulation of Power System Dynamics
D. Mashima, Binbin Chen, Toby Zhou, R. Rajendran +1 more
2018IEEE International Conference on Smart Grid Communications18 citations
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An open-source framework for publishing/subscribing IEC 61850 R-GOOSE and R-SV
S. Hussain, Yaohao Chen, Muhammad M. Roomi, D. Mashima +1 more
2023SoftwareX16 citations
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Residential demand response system framework leveraging IoT devices
D. Mashima, Wei-Peng Chen
2016IEEE International Conference on Smart Grid Communications16 citations
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On the practicality of detecting anomalies with encrypted traffic in AMI
Robin Berthier, D. Urbina, Á. Cárdenas, Michael Guerrero +5 more
2014IEEE International Conference on Smart Grid Communications16 citations
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On Design and Enhancement of Smart Grid Honeypot System for Practical Collection of Threat Intelligence
D. Mashima, Derek Kok, Wei Lin, M. Hazwan +1 more
2020CSET @ USENIX Security Symposium14 citations
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Towards Secure Demand-Response Systems on the Cloud
A. Mohan, D. Mashima
20142014 IEEE International Conference on Distributed Computing in Sensor Systems14 citations
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Customer-centric energy usage data management and sharing in smart grid systems
Gaurav Lahoti, D. Mashima, Wei-Peng Chen
2013ACM workshop on Smart Energy Grid Security14 citations
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Towards Automated Generation of Smart Grid Cyber Range for Cybersecurity Experiments and Training
D. Mashima, Muhammad M. Roomi, Bennet Ng, Zbigniew Kalberczyk +2 more
20232023 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S)13 citations Open access
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Caching-based Multicast Message Authentication in Time-critical Industrial Control Systems
Utku Tefek, Ertem Esiner, D. Mashima, Bin-Bin Chen +1 more
2022IEEE Conference on Computer Communications13 citations Open access
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MITRE ATT&CK Based Evaluation on In-Network Deception Technology for Modernized Electrical Substation Systems
D. Mashima
2022Sustainability13 citations Open access
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DecIED: Scalable k-Anonymous Deception for IEC61850-Compliant Smart Grid Systems
Dianshi Yang, D. Mashima, Wei Lin, Jian-Ying Zhou
2020CPSS@AsiaCCS13 citations
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Message Authentication and Provenance Verification for Industrial Control Systems
Ertem Esiner, Utku Tefek, D. Mashima, Binbin Chen +2 more
2023ACM Trans. Cyber Phys. Syst.12 citations Open access
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Using identity credential usage logs to detect anomalous service accesses
D. Mashima, M. Ahamad
2009Digital Identity Management12 citations
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Authenticated down-sampling for privacy-preserving energy usage data sharing
D. Mashima
2015IEEE International Conference on Smart Grid Communications11 citations
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End-to-End Performance Evaluation of R-SV / R-GOOSE Messages for Wide Area Protection and Control Applications
S. M. Suhail Hussain, Muhammad M. Roomi, D. Mashima, E. Chang
2023IEEE PES Innovative Smart Grid Technologies Conference10 citations
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An IEC 61850 MMS Traffic Parser for Customizable and Efficient Intrusion Detection
Heng Chuan Tan, V. Mohanraj, Binbin Chen, D. Mashima +2 more
2021IEEE International Conference on Smart Grid Communications10 citations
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Who's Scanning Our Smart Grid? Empirical Study on Honeypot Data
D. Mashima, Yuan Li, Binbin Chen
2019Global Communications Conference10 citations
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Enhancing Demand Response signal verification in automated Demand Response systems
D. Mashima, U. Herberg, Wei-Peng Chen
2014IEEE PES Innovative Smart Grid Technologies Conference10 citations
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Reconciling security protection and monitoring requirements in Advanced Metering Infrastructures
Robin Berthier, Jorjeta G. Jetcheva, D. Mashima, J. Huh +4 more
2013IEEE International Conference on Smart Grid Communications10 citations
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Analysis of Message Authentication Solutions for IEC 61850 in Substation Automation Systems
Utku Tefek, Ertem Esiner, D. Mashima, Yih-Chun Hu
2022IEEE International Conference on Smart Grid Communications9 citations
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vBump: Securing Ethernet-based Industrial Control System Networks with VLAN-based Traffic Aggregation
Nils Ole Tippenhauer, Bin-Bin Chen, D. Mashima, D. Nicol
2021CPSIOTSEC@CCS9 citations
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PowerNet: a smart energy forecasting architecture based on neural networks
Yao Cheng, Chang Xu, D. Mashima, P. Biswas +3 more
2020IET Smart Cities9 citations Open access
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Analysis and enhancement of RPL under packet drop attacks
Binbin Chen, Yuan Li, D. Mashima
2018International Conference on Communication Systems and Networks9 citations
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Detecting Hidden Attackers in Photovoltaic Systems Using Machine Learning
Suman Sourav, P. Biswas, Binbin Chen, D. Mashima
2022IEEE International Conference on Smart Grid Communications7 citations Open access
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An active command mediation approach for securing remote control interface of substations
D. Mashima, Prageeth Gunathilaka, Binbin Chen
2016IEEE International Conference on Smart Grid Communications7 citations
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