TY - GEN
T1 - How task familiarity and cognitive predispositions impact behavior in a security game of timing
AU - Grossklags, Jens
AU - Reitter, David
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2014/11/13
Y1 - 2014/11/13
N2 - This paper addresses security and safety choices that involve a decision on the timing of an action. Examples of such decisions include when to check log files for intruders and when to monitor financial accounts for fraud or errors. To better understand how performance in timing-related security situations is shaped by individuals' cognitive predispositions, we effectively combine survey measures with economic experiments. Two behavioral experiments are presented in which the timing of online security actions is the critical decision-making factor. The feedback modality in the decision-environment is varied between visual feedback with history (Experiment 1), and temporal feedback without history (Experiment 2). Using psychometric scales, we study the role of individual difference variables, specifically risk propensity and need for cognition. The analysis is based on the data from over 450 participants. We find that risk propensity is not a hindrance in timing tasks. Participants of average risk propensity generally benefit from a reflective disposition (high need for cognition), particularly when visual feedback is given. Overall, participants benefit from need for cognition, however, in the more difficult, temporal-estimation task, this requires familiarity with the task.
AB - This paper addresses security and safety choices that involve a decision on the timing of an action. Examples of such decisions include when to check log files for intruders and when to monitor financial accounts for fraud or errors. To better understand how performance in timing-related security situations is shaped by individuals' cognitive predispositions, we effectively combine survey measures with economic experiments. Two behavioral experiments are presented in which the timing of online security actions is the critical decision-making factor. The feedback modality in the decision-environment is varied between visual feedback with history (Experiment 1), and temporal feedback without history (Experiment 2). Using psychometric scales, we study the role of individual difference variables, specifically risk propensity and need for cognition. The analysis is based on the data from over 450 participants. We find that risk propensity is not a hindrance in timing tasks. Participants of average risk propensity generally benefit from a reflective disposition (high need for cognition), particularly when visual feedback is given. Overall, participants benefit from need for cognition, however, in the more difficult, temporal-estimation task, this requires familiarity with the task.
KW - Behavior
KW - Cognitive biases
KW - Decision-making
KW - Games
KW - Individual differences
KW - Timing
UR - http://www.scopus.com/inward/record.url?scp=84939646313&partnerID=8YFLogxK
U2 - 10.1109/CSF.2014.16
DO - 10.1109/CSF.2014.16
M3 - Conference contribution
AN - SCOPUS:84939646313
T3 - Proceedings of the Computer Security Foundations Workshop
SP - 111
EP - 122
BT - Proceedings - 2014 IEEE 27th Computer Security Foundations Symposium, CSF 2014
PB - IEEE Computer Society
T2 - 27th IEEE Computer Security Foundations Symposium, CSF 2014
Y2 - 19 July 2014 through 22 July 2014
ER -