Advanced LLM Security for MLOps: Prompt Injection, Data, Supply Chain, and Output Protection

Master the critical security challenges in MLOps for LLM-based solutions, from advanced prompt injection and data integrity to supply chain vulnerabilities and robust output protection.
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Prompt Injection and Evasion Techniques

Unit 1: Understanding Prompt Injection

Unit 2: Advanced Evasion Techniques

Unit 3: Mitigation Strategies

Data Integrity, Supply Chain, and Output Protection

Unit 1: Securing LLM Data: Integrity & Confidentiality

Unit 2: LLM Supply Chain Security

Unit 3: Output Protection & Filtering

Operational Security and Incident Response for LLMs

Unit 1: LLM Operational Security Fundamentals

Unit 2: Continuous Security & Vulnerability Management

Unit 3: LLM Incident Response