Embedding Security and Ethics into the ML Pipeline | Rajkumar Sukumar | Conf42 DevSecOps 2025
Автор: Conf42
Загружено: 2025-12-04
Просмотров: 7
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Chapters
00:00 Introduction and Speaker Background
00:15 Challenges in AI and Machine Learning
00:42 Case Study: Retail Company AI Failure
01:58 Need for Strong DevOps in AI
02:09 Fast Deployment Issues
03:25 AI Native DevSecOps Framework
04:10 Secure Data Injection
05:14 Privacy Preserving Training
06:38 Security Testing in ML Pipelines
07:27 Protecting Inference Endpoints
08:29 Governance and Ethical AI
10:37 Real-World Success Stories
11:27 Strategies for Organizations
12:03 Key Takeaways
12:26 Conclusion and Q&A
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