Battle of the Attack Detection Algorithms:Disclosing cyber attacks on water distribution networks
| Autor: | Stefano Galelli, David Ayala-Cabrera, Ziv Ohar, Nils Ole Tippenhauer, Enrique Campbell, Riccardo Taormina, Ahmad F. Taha, Demetrios G. Eliades, Sarin E. Chandy, Amin Rasekh, Bruno Melo Brentan, Bruce Campbell, Bijay Kc, Gustavo Meirelles Lima, Nikolaos Gatsis, Mohsen Pourahmadi, M. Katherine Banks, Raanju R. Sundararajan, Mohsen Aghashahi, Avi Ostfeld, M. Fayzul K. Pasha, Marcio Giacomoni, Manuel Herrera, Zachary A. Barker, Edevar Luvizotto, Kelsey Haddad, Mashor Housh, Cynthia S. Lo, Ahmed A. Abokifa, Joaquín Izquierdo, Saravanakumar Lakshmanan Somasundaram, Elad Salomons, Idel Montalvo, Pratim Biswas, Daniel Manzi, M. Ehsan Shafiee |
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| Jazyk: | angličtina |
| Rok vydání: | 2018 |
| Předmět: |
Battle
Water distribution systems Distribution networks Computer science media_common.quotation_subject 0208 environmental biotechnology Attack detection Geography Planning and Development 02 engineering and technology 010501 environmental sciences EPANET Management Monitoring Policy and Law Cyber security 01 natural sciences Distribution system Competition (economics) Cyber-physical attacks Smart water networks 0105 earth and related environmental sciences media_common Civil and Structural Engineering Water Science and Technology MECANICA DE FLUIDOS 6. Clean water 020801 environmental engineering MATEMATICA APLICADA Algorithm |
| Zdroj: | Taormina, R, Galelli, S, Tippenhauer, N O, Salomons, E, Ostfeld, A, Eliades, D G, Aghashahi, M, Sundararajan, R, Pourahmadi, M, Banks, M K, Brentan, B M, Campbell, E, Lima, G, Manzi, D, Ayala-Cabrera, D, Herrera, M, Montalvo, I, Izquierdo, J, Luvizotto, E, Chandy, S E, Rasekh, A, Barker, Z A, Campbell, B, Shafiee, M E, Giacomoni, M, Gatsis, N, Taha, A, Abokifa, A A, Haddad, K, Lo, C S, Biswas, P, Fayzul, M, Kc, B, Somasundaram, S L, Housh, M & Ohar, Z 2018, ' Battle of the Attack Detection Algorithms : Disclosing cyber attacks on water distribution networks ', Journal of Water Resources Planning and Management, vol. 144, no. 8, 04018048 . https://doi.org/10.1061/(ASCE)WR.1943-5452.0000969 RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia instname |
| Popis: | [EN] The BATtle of the Attack Detection ALgorithms (BATADAL) is the most recent competition on planning and management of water networks undertaken within the Water Distribution Systems Analysis Symposium. The goal of the battle was to compare the performance of algorithms for the detection of cyber-physical attacks, whose frequency has increased in the last few years along with the adoption of smart water technologies. The design challenge was set for the C-Town network, a real-world, medium-sized water distribution system operated through programmable logic controllers and a supervisory control and data acquisition (SCADA) system. Participants were provided with data sets containing (simulated) SCADA observations, and challenged to design an attack detection algorithm. The effectiveness of all submitted algorithms was evaluated in terms of time-to-detection and classification accuracy. Seven teams participated in the battle and proposed a variety of successful approaches leveraging data analysis, model-based detection mechanisms, and rule checking. Results were presented at the Water Distribution Systems Analysis Symposium (World Environmental and Water Resources Congress) in Sacramento, California on May 21¿25, 2017. This paper summarizes the BATADAL problem, proposed algorithms, results, and future research directions. Riccardo Taormina, Stefano Galelli, and Nils Ole Tippenhauer are supported by the National Research Foundation (NRF), Singapore, under its National Cybersecurity R&D Programme (Award No. NRF2014NCR-NCR001-40). Demetrios Eliades is supported by the European Union s Horizon 2020 research and innovation program under grant agreement No. 739551 (KIOS CoE). Mohsen Aghashahi and M. Katherine Banks are supported by Qatar National Research Fund (QNRF) under the grant NPRP8-1292-2-548. B. M. Brentan, Enrique Campbell, G. Lima, D. Manzi, D. Ayala-Cabrera, M. Herrera, I. Montalvo, J. Izquierdo, and E. Luvizotto Jr. are supported CAPES and CNPq founding agencies. The work of Marcio Giacomoni, Nikolaos Gatsis, and Ahmad Taha is supported by the US National Science Foundation under Grant No. 1728629. Ahmed Abokifa, Kelsey Haddad, Cynthia Lo, and Pratim Biswas work was carried out with the partial support from the Lucy and Stanley Lopata Endowment at Washington University in St. Louis. |
| Databáze: | OpenAIRE |
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