Technology & Security Guide

Enterprise AI Defense & Security Architecture

Traditional network firewalls and endpoint protection are blind to LLM vulnerabilities. Master advanced AI threat modeling, prompt injection defense, and agentic sandbox isolation.

Secure Your AI InfrastructureExplore Curriculum
Active DefenseThreat-Informed

Enterprise Security Guardrails

Proven architectural controls to mitigate prompt injection, agent hijack, and vector poisoning (OWASP LLM Top 10).

Prompt Injection DefenseOWASP LLM 01
Agentic Sandbox IsolationRBAC Scoped
Model Inversion & ExtractionGuardrailed
Threat Landscape Analysis

The New AI Attack Surface: Beyond Traditional InfoSec

When Large Language Models are granted access to enterprise databases, internal APIs, and autonomous execution tools, indirect prompt injection becomes a catastrophic remote-code-execution vulnerability.

The CAISG Masterclass provides engineers and security professionals with battle-tested technical blueprints for implementing zero-trust AI architectures, API tokenization proxies, and least-privilege agentic sandboxes.

AI Threat Modeling & Red Teaming (Module 2)

Systematic vulnerability analysis covering direct/indirect prompt injection, model inversion, jailbreaking, and data poisoning across the entire ML lifecycle.

Securing Autonomous Agentic Workflows (Module 5)

Least-privilege execution frameworks, token scoping, egress filtering, and human-in-the-loop (HITL) approval gates for tool-calling agents.

Enterprise 6-Point AI Defense Checklist

1. Ingress Prompt Sanitization

Deploy real-time gateway proxies to strip jailbreak tokens and malicious payloads.

2. Agent Least-Privilege Scoping

Constrain autonomous agent tool access with granular API tokens and human approval gates.

3. Zero-Retention Vendor Contracts

Enforce strict Zero-Data Retention (ZDR) clauses across all external model providers.

4. Continuous Red-Teaming QA

Automate prompt injection stress-testing in CI/CD before shipping updates to production.

Curriculum Alignment

How CAISG Upskills Tech & Security Professionals

Master end-to-end LLM threat modeling, red teaming execution, and hands-on tools including the Shadow AI Exposure Auditor and AI Incident Response Playbook.

Module 2: Generative AI Threat ModelingModule 5: Securing Agentic WorkflowsShadow AI Exposure AuditorAI Incident Response Playbook
View 10-Module Syllabus
Technology & Security Standard

Ready to Secure Your Enterprise AI Deployments?

Equip your engineering and security teams with practical AI threat modeling and active defense capabilities.

Secure Your AI InfrastructureTeam & Organization Training