Adversarial Threats to Large Satellite Networks (ATLAS-N): A Coevolutionary Approach Based on Flipit

Created by W.Langdon from gp-bibliography.bib Revision:1.8120

@InProceedings{Patel:2020:GECCOcomp,

• author = "Jay Patel and Dhathri H. Somavarapu and Deacon Seals and Daniel R. Tauritz and Davide Guzzetti",
• title = "Adversarial Threats to Large Satellite Networks ({ATLAS-N}): A Coevolutionary Approach Based on {Flipit}",
• year = "2020",
• editor = "Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik",
• isbn13 = "9781450371278",
• publisher = "Association for Computing Machinery",
• publisher_address = "New York, NY, USA",
• URL = "https://doi.org/10.1145/3377929.3398133",
• DOI = "doi:10.1145/3377929.3398133",
• booktitle = "Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion",
• pages = "1503--1511",
• size = "9 pages",
• keywords = "genetic algorithms, genetic programming, coevolution, proliferated leo constellations, space cyber-security, space threats",
• address = "internet",
• series = "GECCO '20",
• month = jul # " 8-12",
• organisation = "SIGEVO",
• abstract = "Global connectivity from space using proliferated low Earth orbit (P-LEO) satellite constellations can benefit society at large. An increasing number of public and private actors rely on services that are provided from space through satellites, including Earth monitoring, communications, and internet access. As the dependence of society on satellite constellations grows, threats to P-LEO assets are more likely to increase. Developing strategies that are effective and efficient to defend P-LEO constellations against different types of attacks is warranted. As a first step, we develop a framework to evolve defense strategies for a low-fidelity constellation system against selected low-fidelity adversarial actions by evolving attack strategies, and the strategies are evolved using coevolutionary algorithms. Results show that attackers can easily overcome defenses that are unaware and non-reactive to executed attacks and demonstrate that it may be possible to perform meaningful coevolution of attack and defense strategies that consider selective actions on individual satellites in a constellation. Evolved attack and defense strategies have the potential to promote the development of robust, reliable, and secure P-LEO constellations.",
• notes = "Also known as \cite{10.1145/3377929.3398133} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)",

}

Genetic Programming entries for Jay Patel Dhathri H Somavarapu Deacon Seals Daniel R Tauritz Davide Guzzetti

Citations