Qualys TotalAI
Overview
Product details compiled from public sources, each with a citation.
Matrix Coverage
Where this product defends, by asset class and NIST CSF function. The Coverage column shows whether each asset is Primary, Secondary, or Adjacent to what the product does. The table omits empty rows and columns.
| Asset class | Identify | Detect | Coverage | Source |
|---|---|---|---|---|
| AI-Workload Platforms | Primary | 1 | ||
| AI Model | Identify: Not covered | Primary | 2 |
Framework Relevance
These frameworks include controls relevant to the asset classes Qualys TotalAI defends. This is an editorial inference from the AI Defense Matrix asset-level crossmap, not a statement that Qualys implements these controls or is certified against them.
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| Framework | Asset class | Relevant controls |
|---|---|---|
| NIST IR 8596 | AI-Workload Platforms | Containers, microservices, and libraries (AI-specific subset); inference endpoints (platform side) |
| AI Model | Models; Algorithms (model configuration) | |
| CSA AI Controls Matrix | AI-Workload Platforms | Infrastructure Security; Threat & Vulnerability Management |
| AI Model | Model Security; Governance, Risk and Compliance | |
| ISO 42001 | AI-Workload Platforms | A.6 AI system life cycle; A.4 Resources for AI systems |
| AI Model | A.6 AI system life cycle; A.10 Third-party and customer relationships; A.5 Assessing impacts of AI systems | |
| Google SAIF | AI-Workload Platforms | Expand strong security foundations; secure and harden the AI deployment environment |
| AI Model | Protect the AI model; ensure model integrity, provenance, and weight security | |
| SANS Critical AI Security Guidelines | AI-Workload Platforms | Conventional Security Controls (host AI within the existing ISMS; authentication and access controls; encryption at rest); AI Supply Chain Management (local vs. SaaS hosting trade-offs; internal model garden) |
| AI Model | Conventional Security Controls (protect model parameters with least privilege, encryption at rest, runtime obfuscation, and trusted execution environments); Data/Model Engineering Controls (adversarial training; alignment and fine-tuning); AI Supply Chain Management (public-model caution; transfer-attack exposure) | |
| MITRE ATLAS | AI-Workload Platforms | AML.T0010 AI Supply Chain Compromise; AML.T0012 Valid Accounts (platform credential abuse); container and inference-server exploits |
| AI Model | AML.T0043 Craft Adversarial Data; AML.T0024 Exfiltration via AI Inference API (subtechniques: AML.T0024.001 Invert AI Model and AML.T0024.002 Extract AI Model); AML.T0018 Manipulate AI Model (integrity and backdoor) | |
| OWASP AI Exchange | AI-Workload Platforms | Development-time threats: supply chain attacks, model-platform CVEs, container escape |
| AI Model | Development-time and runtime model threats: model inversion, extraction, evasion, poisoning | |
| OWASP LLM Top 10 | AI-Workload Platforms | LLM03 Supply Chain (compromised AI platform components); LLM04 Data and Model Poisoning (via platform) |
| AI Model | LLM03 Supply Chain; LLM04 Data and Model Poisoning; LLM09 Misinformation | |
| OWASP Agentic Security Top 10 | AI-Workload Platforms | ASI04 Agentic Supply Chain Vulnerabilities (model and tool-platform components); ASI08 Cascading Failures (platform fault propagation) |
| AI Model | ASI04 Agentic Supply Chain Vulnerabilities (model provenance, weights, and dynamic loading) |
Provenance
Last sourced 2026-06-10.
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Sources
- Qualys TotalAI launch announcement
- “Qualys TotalAI enables organizations to discover, inventory, and protect AI workloads across development and production environments.”
- Qualys TotalAI onboarding and risk insights
- “It provides continuous security testing that helps teams understand how these systems behave in real environments.”
- Qualys TotalAI FedRAMP Moderate authorization
- “Qualys TotalAI is now FedRAMP Moderate Authorized and available on the Qualys Cloud Platform”
- Qualys TotalAI getting started documentation
Changelog
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Added to the catalog from the Qualys documentation.
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