Global Certificate AI Security: Protecting Critical Assets
-- ViewingNowThe Global Certificate AI Security: Protecting Critical Assets course is a comprehensive program designed to address the critical need for security in artificial intelligence (AI). With the rapid growth of AI adoption across industries, ensuring its ethical use and security is of paramount importance.
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โข Introduction to AI Security: Understanding the importance of securing artificial intelligence systems and the unique challenges they present.
โข Threat Analysis in AI: Identifying and assessing potential security threats to AI systems, including data poisoning, model inversion, and adversarial attacks.
โข Secure AI Development Lifecycle: Implementing security best practices throughout the development lifecycle of AI systems, from design to deployment and maintenance.
โข Data Privacy in AI: Protecting sensitive data used in AI systems, including compliance with regulations such as GDPR and CCPA.
โข AI Model Hardening: Techniques for making AI models more resistant to attacks, including adversarial training and model distillation.
โข AI Incident Response Planning: Developing a plan for responding to security incidents involving AI systems, including detection, containment, and eradication of threats.
โข AI Security Monitoring and Analytics: Using monitoring and analytics tools to detect and respond to security threats in AI systems, including real-time threat detection and anomaly detection.
โข Ethical Considerations in AI Security: Examining the ethical implications of AI security, including the impact on privacy, fairness, and transparency.
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- BasicUnderstandingSubject
- ProficiencyEnglish
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