# Secure AI/ML Infrastructure Assessment

> From $16.5K · AI Security · https://cisomarketplace.services/services/secure-aiml-infrastructure-assessment

Comprehensive security assessment and hardening program for artificial intelligence and machine learning infrastructures, focusing on model security, data protection, and adversarial defense.

## In scope

- Model security assessment
- Training pipeline security
- Data privacy evaluation
- Adversarial attack testing
- Infrastructure hardening

## Deliverables

- AI security architecture document
- Model protection guidelines
- Data security controls
- Adversarial defense playbook
- Security monitoring framework
- Implementation roadmap

## Tiers

### Entry — market-sized scope: $16.5K

Point-in-time audit of 1 AI system (one model or one LLM application) in 1 cloud account: threat model, adversarial testing of the deployed endpoint, and a data-exposure check. Findings report only.

Limits: ai systems 1, cloud accounts 1

Includes:
- 1 AI system
- Threat model
- Adversarial testing of the deployed endpoint
- Data exposure check
- Findings report with fixes

Excludes:
- Training pipeline review
- Infrastructure hardening
- AI security architecture document
- Retest

### Core AI/ML Security Assessment: $75K

Up to 3 AI systems in 1 cloud account: model security assessment, training pipeline review, data privacy evaluation, adversarial testing of each system and hosting infrastructure hardening review. Delivers all six documents.

Limits: ai systems 3, cloud accounts 1

Includes:
- Up to 3 AI systems
- Training pipeline security review
- Data privacy evaluation
- Adversarial testing per system
- AI security architecture document
- Implementation roadmap

Excludes:
- MLOps toolchain and CI/CD testing
- Multi-layer testing of RAG and agent components
- Custom protection tooling
- Hands-on hardening work

### Advanced AI/ML Security Program: $125K

Up to 5 AI systems across up to 3 cloud accounts: adds adversarial testing across application, RAG and agent layers, training pipeline and MLOps toolchain testing, poisoning and model-theft scenarios, and one retest.

Limits: ai systems 5, cloud accounts 3

Includes:
- Up to 5 AI systems
- App, RAG and agent layer adversarial testing
- MLOps and training pipeline testing
- Poisoning and model-theft scenarios
- One retest
- Adversarial defense playbook

Excludes:
- Custom detection or guardrail tooling
- Monitoring implementation
- Hands-on infrastructure hardening

### Enterprise AI/ML Security Platform: $195K

Up to 10 AI systems across up to 5 cloud accounts: Advanced scope plus custom guardrail and detection tooling, security monitoring implemented for the model estate, and hands-on hardening of the ML infrastructure.

Limits: ai systems 10, cloud accounts 5

Includes:
- Up to 10 AI systems
- Custom guardrail and detection tooling
- Monitoring framework implemented
- Hands-on infrastructure hardening
- Everything in the Advanced tier

Excludes:
- Ongoing managed monitoring after handover
- Tool licence costs
- Model retraining

## Terms

Starting price shown is the lowest published tier. A written proposal fixes scope, tier and price before anything is signed. Timeline is set in the SOW.

Scope this engagement: https://cisomarketplace.services/scope?service=secure-aiml-infrastructure-assessment