An Initial Study of Targeted Personality Models in the FlipIt Game
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F18%3A00329643" target="_blank" >RIV/68407700:21230/18:00329643 - isvavai.cz</a>
Result on the web
<a href="https://link.springer.com/chapter/10.1007/978-3-030-01554-1_36" target="_blank" >https://link.springer.com/chapter/10.1007/978-3-030-01554-1_36</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-030-01554-1_36" target="_blank" >10.1007/978-3-030-01554-1_36</a>
Alternative languages
Result language
angličtina
Original language name
An Initial Study of Targeted Personality Models in the FlipIt Game
Original language description
Game theory typically assumes rational behavior for solution concepts such as Nash equilibrium. However, this assumption is often violated when human agents are interacting in real-world scenarios, such as cybersecurity. There are different human factors that drive human decision making, and these also vary significantly across individuals leading to substantial individual differences in behavior. Predicting these differences in behavior can help a defender to predict actions of different attacker types to provide better defender strategy tailored towards different attacker types. We conducted an initial study of this idea using a behavioral version of the FlipIt game. We show that there are identifiable differences in behavior among different groups (e.g., individuals with different Dark Triad personality scores), but our initial attempts at capturing these differences using simple known behavioral models does not lead to significantly improved defender strategies. This suggests that richer behavioral models are needed to effectively predict and target strategies in these more complex cybersecurity game.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
V - Vyzkumna aktivita podporovana z jinych verejnych zdroju
Others
Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Decision and Game Theory for Security
ISBN
978-3-030-01553-4
ISSN
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e-ISSN
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Number of pages
14
Pages from-to
623-636
Publisher name
Springer
Place of publication
Basel
Event location
Seattle, WS
Event date
Oct 29, 2018
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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