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Full-Text Articles in Computer Sciences
Applying Feature Selection To Reduce Variability In Keystroke Dynamics Data For Authentication Systems, Mark Abernethy, Shri Rai
Applying Feature Selection To Reduce Variability In Keystroke Dynamics Data For Authentication Systems, Mark Abernethy, Shri Rai
Australian Information Warfare and Security Conference
Authentication systems enable the verification of claimed identity. Password-based authentication systems are ubiquitous even though such systems are amenable to numerous attack vectors and are therefore responsible for a large number of security breaches. Biometrics has been increasingly researched and used as an alternative to password-based systems. There are a number of alternative biometric characteristics that can be used for authentication purposes, each with different positive and negative implementation factors. Achieving a successful authentication performance requires effective data processing. This study investigated the use of keystroke dynamics for authentication purposes. A feature selection process, based on normality statistics, was applied …
Mediated Identification, D T. Shaw
Mediated Identification, D T. Shaw
Australian Information Warfare and Security Conference
Identity and identification are linked by variable meanings and applications and are essential in many remote transactions. Identification relying on mediation or third party intervention may be modified or withdrawn at will. Creating or reestablishing identity may require time and resources including artefacts such as the identity card usually sourced from a third party. The characteristics of the identification process and artefacts are discussed and the requirements of usermediated identification artefacts are explored. The implicit link between user identity and artefact identity may be broken under certain circumstances.