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Essay / Applications, Benefits and Challenges of Cognitive Biometric Technologies
Table of ContentsCognitive Login Process for Computing DevicesBioCatch TechnologyIBM'S Trusteer PinpointBenchmarkingCognitive biometric technologies have been in demand over the last decade and are growing rapidly with the advent of machine learning and artificial intelligence algorithms. Some of the apps used are listed below. Say no to plagiarism. Get a tailor-made essay on “Why violent video games should not be banned”?Get the original essayCognition-based login process for a computing deviceA method of connecting the user to a computing device or computing system which, unlike requiring entry of a set of known login credentials such as a username and password, introduces an additional thought-oriented user interface in which the The user must respond to one or more prompts that measure the user's cognitive function at the time of login or during an active login session. The user's responses to these prompts are evaluated for several purposes, including to determine whether the user demonstrates the required level of cognitive function to access the computer system or continue an active login session. User responses and associated data may also be stored and later retrieved for a variety of purposes, including determining whether and to what extent the user's level of cognitive function improves, declines, or remains static over time . Technology from BioCatchBioCatch, a cybersecurity company that provides behavioral biometrics, analyzing human-device interactions to protect users and data. It has three main features: identity verification, continuous validation and fraud prevention. BioCatch compares real-time user behavior with the profile to return an actionable risk score. An add-on provides anti-fraud teams with behavioral data visualization and advanced analytics, enabling rule-making and reliable fraud reporting in real-time. IBM's Trusteer PinpointDetect uses behavioral biometrics, with artificial intelligence for cognitive recognition of impostors in real time. This system utility implements machine learning algorithms to study how an individual reacts to stimuli. It can understand small mouse movements and variations in syntax and semantics, while creating user models with each interaction that can be used later to become smarter and more efficient over time. It uses fraud detection capabilities with a reliable pattern recognition tool to help identify issues and eliminate evolving threats. Comparative Analysis Cognitive methods have many advantages over traditional forms of biometrics. Keep in mind: this is just a sample. Get a custom paper now from our expert writers.Get a custom essayObjectivity: Through objectivity, it is possible to make assessments that do not depend on the user's perception. Objectivity is a necessary property that increases the reliability of a measurement technique. Multidimensionality: multidimensional measurements are capable of giving different faces of the user's state. Discretion: although cognitive measurements require the placement of electrodes on the body, they do not interfere.