Indirect Human Computer Interaction-Based Biometrics for Intrusion Detection Systems

Yampolskiy, Roman V.

doi:10.1109/ccst.2007.4373481

Cited by 11 publications

(8 citation statements)

References 50 publications

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“…In this level the security steps are stretched a bit further to avoid malicious accesses by adding some feature like intrusion detection [12]. At this level system alerts the user if any malicious activity is discovered from the user account.…”

Section: High Level Securitymentioning

confidence: 99%

Three Level Based Security for Improvised User Privacy in Human Computer Interaction

Goyal¹,

R*²,

Sangle³

et al. 2019

IJEAT

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Privacy can be a key aspect of the user experience with computers, online systems, and new technologies. Knowing what to consider about users and their views of computer systems can only improve privacy mechanism. Human Computer Interaction (HCI) is the sub field of Computer Science that studies how people interact with and through computational technologies. In this paper, a three-level model-based approach is provided for the end user privacy in the human computer interaction as the end user’s privacy in the area of HCI is emerging as critical design element for interacting systems in areas as diverse as e-commerce, health care, office work, personal communications etc. The data privacy of end user as well as the resource access privacy is needed to be considered. As of now, no proper solution exists for all types of interface users which is a major privacy issue. Hence, to provide the end users, their personal data protection as well as the resource access security, this paper focuses on analyzing and developing the theory of technological acceptance related to user privacy

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Section: High Level Securitymentioning

confidence: 99%

Three Level Based Security for Improvised User Privacy in Human Computer Interaction

Goyal¹,

R*²,

Sangle³

et al. 2019

IJEAT

View full text Add to dashboard Cite

show abstract

“…While some research in that area has been done, particularly with command line interfaces [14,15] and more recently with point and click interfaces [16] much more can be accomplished. Usually low-level side effects of user activity are all that is taken to generate a user profile [2] . For example one study concentrated on things like number of open windows, time between new windows and number of words in a window title [16] .…”

Section: Software Interaction Biometricsmentioning

confidence: 99%

“…Behavioral Biometrics are a subset of biometrics, which are generally studied by security system developers. Behavioral biometrics are measurable properties of person's actions which can be used to verify user's identity [1][2][3] . An example of a popular behavioral biometric is the way a person types on a keyboard; it has been definitively shown that it is unique enough to provide reliable person verification [4] .…”

Section: Introductionmentioning

confidence: 99%

Behavioral Modeling: an Overview

Yampolskiy¹

2008

American J. of Applied Sciences

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This exploratory paper begins with an overview of a multidisciplinary problem of behavior modeling and correlation of different behaviors. It looks at many possible applications of such technology and proposes some novel directions for future research. From the security point of view the paper proposes and explores some novel behavioral biometrics and research paths as well as some universal descriptors of behavior in general. It concludes with an analysis of how behavior can be influenced by the environment in particular location of the individual engaging in the behavior

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“…Also we can't forget that a human intruder is indirectly behind each one of those reflections of behavior and so a large degree of correlation is to be expected. In this section we tried to distill all indirect HCI-based biometrics into the seven well defined groups, but some overlay undoubtedly exists [52].…”

Section: Indirect Hci-based Biometricsmentioning

confidence: 99%

Direct and Indirect Human Computer Interaction Based Biometrics

Yampolskiy

Govindaraju

2007

JCP

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In this paper we survey the state of the art in direct and indirect human computer interaction based biometrics. Direct HCI biometrics are based on abilities, style, preference, knowledge, or strategy used by people while working with a computer. The indirect HCI-based biometrics are events that can be obtained by monitoring users’ HCI behavior indirectly via observable low-level actions of computer software. We examine current research and analyze the types of features used to describe HCI behavior. After comparing accuracy rates for verification of users using different HCI- based biometric approaches we address privacy issues which arise with the use of HCI dependant biometrics. Finally, we present results of our experiments with direct and indirect HCI-based behavioral biometrics employed as a part of an intrusion detection system.

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Indirect Human Computer Interaction-Based Biometrics for Intrusion Detection Systems

Cited by 11 publications

References 50 publications

Three Level Based Security for Improvised User Privacy in Human Computer Interaction

Three Level Based Security for Improvised User Privacy in Human Computer Interaction

Behavioral Modeling: an Overview

Direct and Indirect Human Computer Interaction Based Biometrics

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