CompTIA SecAI+ Domain 2.5: Blue Team Defense & AI Guardrails
Episode notes
Port 443 is always open, traffic is encrypted, and the attack looks like valid English. You cannot fix AI security with a traditional firewall.
In this episode of the SecAI+ Course, we enter Domain 3: Blue Team Operations. We are building the "AI Shield"—the new defense stack required to protect Large Language Models from injection, sponge attacks, and data leakage.
🔥 Topics Covered:
* Input Validation: Prompt Firewalls & Sanitization (NVIDIA NeMo, LangChain)
* Rate Limiting: Defending against Sponge Attacks
* Output Filtering: Preventing Data Leakage & Insecure Code
* C2PA: The new standard for Content Provenance & Authenticity
* Modern SIEM/SOAR: Using UEBA to detect anomalies
* Federated Learning: Training models without moving private data
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