Artificial Intelligence for Cybersecurity

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1. Introduction

001. Applying AI to information security.mp4

01:50

2. Demystifying Artificial Intelligence for Security

002. What is artificial intelligence.mp4

03:27

003. Artificial intelligence for security.mp4

04:01

004. Foundational disciplines of AI.mp4

02:50

005. Discipline of learning.mp4

02:32

3. Security Objectives and Approaches

006. End-to-end security framework.mp4

04:38

007. Security controls.mp4

03:24

4. Leveraging AI to Solve Complex Security Problems

008. Problem of scale.mp4

04:12

009. Problem of context.mp4

04:27

010. Problem of precision and accuracy.mp4

05:15

011. Problem of speed.mp4

03:07

5. Machine Learning for Security

012. Categories of machine learning.mp4

03:40

013. Prediction by regression.mp4

01:59

014. Classification of good versus bad.mp4

01:43

015. Clustering, pattern, and anomaly detection.mp4

02:49

016. Synthetic data generation.mp4

02:01

6. Practical Considerations, Risks, and Limitations

017. Three ways AI can fail you.mp4

01:04

018. One Limitations and poor implementation.mp4

02:11

019. Two Attack against your AI implementation.mp4

05:29

020. Three Use of AI by criminals.mp4

04:27

021. Getting your organization ready for AI.mp4

05:13

022. Evaluating AI-based products.mp4

04:23

7. Conclusion

023. Next steps.mp4

01:09

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LinkedIn Learning is an American online learning provider. It provides video courses taught by industry experts in software, creative, and business skills. It is a subsidiary of LinkedIn. All the courses on LinkedIn fall into four categories: Business, Creative, Technology and Certifications. It was founded in 1995 by Lynda Weinman as Lynda.com before being acquired by LinkedIn in 2015. Microsoft acquired LinkedIn in December 2016.