Cyber situation awareness: modeling detection of cyber attacks with instance-based learning theory

V Dutt, YS Ahn, C Gonzalez - Human Factors, 2013 - journals.sagepub.com
Objective: To determine the effects of an adversary's behavior on the defender's accurate
and timely detection of network threats. Background: Cyber attacks cause major work …

Cyber situation awareness: Modeling the security analyst in a cyber-attack scenario through instance-based learning

V Dutt, YS Ahn, C Gonzalez - Data and Applications Security and Privacy …, 2011 - Springer
In a corporate network, the situation awareness (SA) of a security analyst is of particular
interest. A security analyst is in charge of observing the online operations of a corporate …

Using the instance-based learning paradigm to model energy-relevant occupant behaviors in buildings

J von Grabe - Cognitive Computation, 2020 - Springer
Human interactive behavior is accountable for most of the variance between the observed
and predicted energy consumption of buildings, and is accordingly acknowledged as a …

Intelligent data fusion and multi-agent coordination for target allocation

S Noh - Electronics, 2020 - mdpi.com
This paper addresses the fusion processing techniques for multi-sensor data perceived
through the infrared sensors of military surveillance robots, and proposes their decision …

On the accuracy and efficiency of sensing and localization for robotics

Z Wei, B Li, W Guo, W Hu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In recent robotic applications, a critical need is to simultaneously detect communication
(emission state) and estimate its trajectory. Whilst wireless sensor observations are useful …

From individual decisions from experience to behavioral game theory: lessons for cybersecurity

C Gonzalez - Moving Target Defense II: Application of Game Theory …, 2012 - Springer
This chapter discusses a central challenge arising from the success of modeling human
behavior in making decisions from experience: our ability to scale these models up to …

Cyber situation awareness through Instance-Based Learning: Modeling the security analyst in a cyber-attack scenario

V Dutt, C Gonzalez - Situational Awareness in Computer Network …, 2012 - igi-global.com
In a corporate network, the situation awareness (SA) of a security analyst is of particular
interest. The current work describes a cognitive Instance-Based Learning (IBL) model of an …

Deciding when to escape a mine emergency: Modeling accumulation of evidence about emergencies through Instance-based Learning

V Dutt, M Yu, C Gonzalez - Proceedings of the Human …, 2011 - journals.sagepub.com
A decision to stop work and escape a mine in a mine emergency depends on the
accumulation of evidence about the emergency over time. This evidence comes as situation …

Making Instance-based Learning Theory Usable, Transparent, and Understandable: Instance-based Learning Tool

V Dutt, C Gonzalez - Proceedings of the Human Factors and …, 2011 - journals.sagepub.com
Although cognitive models of human behavior enjoy a rich history in cognitive psychology,
they lack a widespread impact, partly due to the complexities of the modeling process …