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Codecademy

Enterprise Security: AI in Authentication & Detection of Security Threats

via Codecademy

Overview

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Authentication refers to the process of validating the identity of a registered user or process to ensure a subject is who they claim to be. In this course, you will explore the role of artificial intelligence (AI) in authentication and how it can be leveraged to confirm a user's identity through a selfie, fingerprint, or voice recognition. Discover common authentication vulnerabilities, including SQL injection, username enumeration, and weak login credentials, and investigate how behavioral biometrics can analyze a user's physical and cognitive behavior to determine threats. Learn about other areas to consider when building a secure authentication solution, including anomaly detection, adaptive authentication, voice recognition, and facial recognition. Finally, find out how to detect security threats using AI and examine how AI models can streamline a common authentication process.

Syllabus

  • discover the key concepts covered in this course
  • list common authentication vulnerabilities including SQL injection, username enumeration, and weak login credentials
  • describe AI's role in authentication
  • outline different types of AI authentication
  • provide an overview of biometric authentication
  • provide an overview of behavioral biometrics and how it can analyze a user's digital physical and cognitive behavior to determine threats
  • describe how AI authentication systems can help mitigate AI bias
  • describe how AI is used in facial recognition
  • outline how speech recognition has become a significant part of AI applications
  • describe how anomaly detection can be used to identify unusual or suspicious activity
  • outline how continuous authentication assesses user behavior patterns on an ongoing basis to identify potential risk factors
  • describe how adaptive authentication can be used to verify user identity
  • summarize the key concepts covered in this course

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