Sold by: Miggo Security
Exploit-validated AWS WAF rules defending AI/ML stacks, covering LangChain, vLLM, Ray, and more, against high-severity CVEs before attackers can weaponize them.
Overview
What You Get
Miggo's AI/ML Application Protection is a managed rule group for AWS WAF that defends your generative-AI application stack against high-severity CVEs. Rules are continuously updated, exploit-validated, and ready to deploy within your existing AWS WAF WebACL.
Frameworks Covered
- LangChain
- LlamaIndex
- LiteLLM
- vLLM
- Langflow
- MCP Inspector
- Ray
- TorchServe
- BentoML
Exploitation Patterns Blocked
- Unauthenticated RCE in agent endpoints
- Pickle and HTTP-API deserialization attacks
- SSRF in model-fetch paths
- SQL injection in query engines
- SSTI and code-injection vectors
How Rules Are Built and Validated
Every Miggo rule is generated from real proof-of-concept exploit code - either internet-available or Miggo-generated. Before release, each rule is tested against multiple bypass and mutation variations in Miggo Lab, ensuring detection efficacy against evasion techniques that static rule sets miss. Rules ship on a versioned cadence so you always know what changed and when.
How to Deploy
- Subscribe to Miggo Rules for AWS WAF through AWS Marketplace.
- In the AWS WAF console, add the Miggo managed rule group to your existing WebACL (associated with CloudFront, ALB, or API Gateway).
- Set rule actions to Count mode initially to observe matches without blocking traffic.
- Review matched requests in AWS WAF logs, then switch to Block mode once validated.
- Complete the notification setup to receive versioning updates and alerts for high-priority threats.
Prerequisites
- An active AWS WAF subscription with a configured WebACL
- A supported resource (CloudFront distribution, Application Load Balancer, or API Gateway) associated with the WebACL
- Sufficient WAF rule group capacity in your WebACL
Data Handling
Miggo rules execute entirely within AWS WAF. Request inspection and blocking happen inside your AWS account - no customer traffic data is sent to Miggo.
Frequently Asked Questions (FAQs)
For more Frequently Asked Questions (FAQs) here .
Miggo WAF Copilot - Automate Your Full WAF Lifecycle
To harness the full power of AWS WAF as a preemptive mitigation layer for exploitable vulnerabilities specific to your applications, Miggo WAF Copilot automates WAF management end-to-end. It connects to your vulnerability scanner, assesses exploitability against your runtime environment, generates precise WAF mitigations, and pre-validates them against bypass variations before deployment. Leveraging proprietary agentic AI and runtime application context, WAF Copilot tailors rules and configurations to your continuously changing posture and threat landscape.
Learn more about Miggo WAF Copilot here .
Highlights
- Covers 9 AI/ML frameworks including LangChain, LlamaIndex, LiteLLM, vLLM, Langflow, MCP Inspector, Ray, TorchServe, and BentoML. Unlike generic WAF rule sets, Miggo rules are purpose-built for the unique attack surfaces of generative-AI stacks - agent endpoints, model-serving APIs, and LLM gateways - where standard managed rules provide no coverage.
- Every rule is exploit-validated before release: generated from real proof-of-concept code, then tested against multiple bypass and mutation variations in Miggo Lab. This PoC-driven methodology ensures rules block actual exploitation techniques rather than relying on signature patterns that attackers easily evade. Rules ship on a versioned cadence with update notifications so your protection evolves as threats do.
- Targets high-severity exploitation patterns specific to AI/ML infrastructure: unauthenticated RCE in agent endpoints, pickle and HTTP-API deserialization, SSRF in model-fetch paths, SQL injection in query engines, and SSTI/code-injection. Rules execute entirely within AWS WAF - no customer traffic leaves your AWS account - and deploy into any existing WebACL protecting CloudFront, ALB, or API Gateway resources.
Details
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Pricing
Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
Dimension | Description | Cost/unit |
|---|---|---|
Charge per month in each available region (pro-rated by the hour) | 0 | $0.00 |
Charge per million requests in each available region | 1.00 | $1.00 |
Vendor refund policy
Non-Refundable
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Delivery details
Software as a Service (SaaS)
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Support
Vendor support
Contact Support
For support with Miggo Rules for AWS WAF, questions about rule versioning, latest threat coverage, or deployment assistance, contact the Miggo team at pmr@miggo.io .
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
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