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Episode 1 — Course Overview & How to Use This Prepcast
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Episode 2 — The AI Security Landscape
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Episode 3 — System Architecture & Trust Boundaries
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Episode 4 — Data Lifecycle Security
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Episode 5 — Prompt Security I: Injection & Jailbreaks
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Episode 6 — Prompt Security II: Indirect & Cross-Domain Injections
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Episode 7 — Content Safety vs. Security
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Episode 8 — Data Poisoning Attacks
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Episode 9 — Training-Time Integrity
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Episode 10 — Privacy Attacks
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Episode 11 — Privacy-Preserving Techniques
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Episode 12 — Model Theft & Extraction
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Episode 13 — Adversarial Evasion
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Episode 14 — RAG Security I: Retrieval & Index Hardening
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Episode 15 — RAG Security II: Context Filtering & Grounding
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Episode 16 — Agents as an Attack Surface
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Episode 17 — Secrets & Credential Hygiene
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Episode 18 — AuthN/Z for LLM Apps
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Episode 19 — Output Validation & Policy Enforcement
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Episode 20 — Red Teaming Strategy for GenAI
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Episode 21 — Evals & Test Pipelines
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Episode 22 — Telemetry & Observability
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Episode 23 — Abuse & Fraud Detection
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Episode 24 — Cost & Resource Abuse
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Episode 25 — MLOps & Serving Security
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Episode 26 — Supply Chain & Artifacts
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Episode 27 — Secure Fine-Tuning & Adaptation
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Episode 28 — API Gateways & Proxies for AI
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Episode 29 — Code Execution & Sandboxing
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Episode 30 — Connector/Plugin Security
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Episode 31 — Cloud & Infra for AI
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Episode 32 — Keys, Encryption & Attestation
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Episode 33 — Governance & Acceptable Use
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Episode 34 — Risk Frameworks in Practice
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Episode 35 — Threat Modeling for AI
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Episode 36 — OWASP GenAI/LLM Top 10
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Episode 37 — Secure SDLC for AI
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Episode 38 — Incident Response for AI Events
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Episode 39 — Deepfakes & Synthetic Media Risk
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Episode 40 — Content Provenance & Watermarking
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Episode 41 — Legal & Compliance Horizon (High-Level)
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Episode 42 — Third-Party & Vendor Risk
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Episode 43 — Enterprise Architecture Patterns
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Episode 44 — People & Process
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Episode 45 — Program Management Patterns (30/60/90)
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Episode 46 — Multimodal & Cross-Modal Security
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Episode 47 — On-Device & Edge AI Security
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Episode 48 — Guardrails Engineering
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Episode 49 — Confidential Computing for AI
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Episode 50 — Automated Adversarial Generation
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