Master Certificate in AI Security Training

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CourseDetails

  • Foundations of Artificial Intelligence Security
  • Threat Modeling for Machine Learning Systems
  • Data Privacy and Protection in AI
  • Adversarial Machine Learning Basics
  • Evasion Attacks on Neural Networks
  • Poisoning Attacks and Data Integrity
  • Model Inversion and Membership Inference
  • Extracting Trade Secrets from AI Models
  • Robustness Evaluation Methodologies
  • Secure Deep Learning Architectures
  • Federated Learning Security Challenges
  • Homomorphic Encryption for AI
  • Differential Privacy in Training Data
  • Secure Multi-Party Computation for ML
  • AI Supply Chain Security Risks
  • Model Provenance and Lineage Tracking
  • Explainable AI for Security Auditing
  • Bias Detection and Fairness Assurance
  • Generative Adversarial Network Security
  • Large Language Model Vulnerabilities
  • Prompt Injection and Jailbreaking Defenses
  • AI Governance and Compliance Frameworks
  • Ethical Hacking for AI Systems
  • Incident Response for AI Breaches
  • Securing AI in Edge Computing
  • Cloud-Native AI Security Best Practices
  • Automated Vulnerability Scanning for ML
  • Regulatory Landscape of AI Security
  • Building a Secure AI Development Lifecycle
  • Advanced AI Security Capstone Project

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EntryRequirements

  • BasicUnderstandingSubject
  • ProficiencyEnglish
  • ComputerInternetAccess
  • BasicComputerSkills
  • DedicationCompleteCourse

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  • NotAccreditedRecognized
  • NotRegulatedAuthorized
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MasterCertificate £499
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MASTER CERTIFICATE IN AI SECURITY TRAINING
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London School of International Business (LSIB)
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05 May 2025
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