Public-source research

Vendor evidence

Review what vendors say publicly, the exact quoted source text, the security requirement each statement may support, and what still needs verification.

Research library coverageCounts describe the research workflow, not vendor quality or product effectiveness.View details

Evidence records1280

Source checked863

Needs verification0

Source captured0

No supporting claim found411

Excluded from evidence6

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Showing 1–19 of 19 evidence records

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Cloudflare AI Security SuiteUnapproved AI use discoverySource checkedStrong public support for this requirement

Cloudflare claims discovery of shadow AI tools across the organization using its SASE platform.

Discover all shadow AI tools across your organization

Related framework references (5)

NIST AI RMF Playbook NIST Cybersecurity Framework 2.0 CIS Critical Security Controls ISO/IEC 42001 OWASP GenAI Security Solutions Landscape

Cloudflare AI Security SuiteAI-feature discovery in business applicationsSource checkedLimited public support for this requirement

Cloudflare claims cloud access security broker (CASB) scanning of approved generative AI applications for posture and security risks.

scan sanctioned GenAI apps for security posture risks

Related framework references (5)

NIST AI RMF Playbook NIST Cybersecurity Framework 2.0 CIS Critical Security Controls ISO/IEC 42001 OWASP GenAI Security Solutions Landscape

Cloudflare AI Security SuiteApproved AI usage monitoringSource checkedStrong public support for this requirement

Cloudflare claims discovery of AI models and application programming interfaces (APIs) across web properties plus centralized model management in AI Gateway.

Automatically discover all AI models and APIs across your web properties.

Related framework references (5)

NIST AI RMF Playbook NIST Cybersecurity Framework 2.0 CIS Critical Security Controls ISO/IEC 42001 OWASP GenAI Security Solutions Landscape

Cloudflare AI Security SuiteControls for unapproved AI useSource checkedStrong public support for this requirement

Cloudflare claims identity-based rules that block, isolate, redirect, or allow user connections to AI applications.

Block, isolate, redirect, or allow user connections

Related framework references (5)

NIST AI RMF Playbook NIST Cybersecurity Framework 2.0 CIS Critical Security Controls ISO/IEC 42001 OWASP GenAI Security Solutions Landscape

Cloudflare AI Security SuiteSensitive-data protection for generative AISource checkedStrong public support for this requirement

Cloudflare claims data loss prevention (DLP) and prompt protection that block sensitive data in prompts, responses, and Model Context Protocol (MCP) traffic.

Scan user prompts and model responses to block sensitive data

Related framework references (5)

NIST AI RMF Playbook NIST Cybersecurity Framework 2.0 CIS Critical Security Controls ISO/IEC 42001 OWASP GenAI Security Solutions Landscape

Cloudflare AI Security SuiteBrowser and business-application controlsSource checkedLimited public support for this requirement

Cloudflare claims per-app Zero Trust connection policy and prompt-content data loss prevention (DLP) for workforce AI use.

identity-based zero trust rules per app

Related framework references (5)

NIST AI RMF Playbook NIST Cybersecurity Framework 2.0 CIS Critical Security Controls ISO/IEC 42001 OWASP GenAI Security Solutions Landscape

Cloudflare AI Security SuiteGenerative AI application securitySource checkedStrong public support for this requirement

Cloudflare claims real-time protection for public AI applications against prompt injection, data leaks, harmful content, and PII.

Protect your AI apps and APIs from prompt injection and data leaks in real-time.

Related framework references (5)

NIST AI RMF Playbook NIST Cybersecurity Framework 2.0 CIS Critical Security Controls ISO/IEC 42001 OWASP GenAI Security Solutions Landscape

Cloudflare AI Security SuiteAI governance, risk, and complianceSource checkedStrong public support for this requirement

Cloudflare claims AI-SPM, policy decisions based on app confidence, audit logs, and controls supporting compliant AI services.

AI security posture management (AI-SPM)

Related framework references (5)

NIST AI RMF Playbook NIST Cybersecurity Framework 2.0 CIS Critical Security Controls ISO/IEC 42001 OWASP GenAI Security Solutions Landscape

Cloudflare AI Security SuiteAI assurance and adversarial testingNo supporting claim found

Cloudflare materials reviewed did not provide a public claim for adversarial AI red teaming, evaluation campaigns, or regression release gates.

No quoted source text is recorded for this claim.

Related framework references (5)

NIST AI RMF Playbook NIST Cybersecurity Framework 2.0 CIS Critical Security Controls ISO/IEC 42001 OWASP GenAI Security Solutions Landscape

Cloudflare AI Security SuiteAI model and supply-chain securitySource checkedLimited public support for this requirement

Cloudflare claims its AI firewall blocks model poisoning and discovers model and application programming interface (API) endpoints across web properties.

model poisoning

Related framework references (5)

NIST AI RMF Playbook NIST Cybersecurity Framework 2.0 CIS Critical Security Controls ISO/IEC 42001 OWASP GenAI Security Solutions Landscape

Cloudflare AI Security SuiteAI gateway, tool-connection, and runtime controlsSource checkedStrong public support for this requirement

Cloudflare claims AI Gateway and Model Context Protocol (MCP) portals that proxy requests, apply data loss prevention (DLP) and HTTP policy, authenticate connections, and scope tools and permissions.

portal proxies the request to the upstream MCP server

Related framework references (5)

NIST AI RMF Playbook NIST Cybersecurity Framework 2.0 CIS Critical Security Controls ISO/IEC 42001 OWASP GenAI Security Solutions Landscape

Cloudflare AI Security SuiteAction-taking agent monitoringSource checkedStrong public support for this requirement

Cloudflare claims aggregated Model Context Protocol (MCP) request logs and AI Gateway request logs with prompts, responses, provider, tokens, cost, duration, and status.

Aggregate all MCP request logs

Related framework references (5)

NIST AI RMF Playbook NIST Cybersecurity Framework 2.0 CIS Critical Security Controls ISO/IEC 42001 OWASP GenAI Security Solutions Landscape

Cloudflare AI Security SuiteAgent-to-agent communication securitySource checkedLimited public support for this requirement

Cloudflare claims Zero Trust controls for machine-to-machine AI interactions and identity-scoped agent connections to Model Context Protocol (MCP) resources.

machine-to-machine communication

Related framework references (5)

NIST AI RMF Playbook NIST Cybersecurity Framework 2.0 CIS Critical Security Controls ISO/IEC 42001 OWASP GenAI Security Solutions Landscape

Cloudflare AI Security SuiteNon-human identity and service-account securitySource checkedStrong public support for this requirement

Cloudflare claims secure edge storage of application programming interface (API) keys and secrets with simplified rotation across model providers.

simplifying key rotation across providers

Related framework references (5)

NIST AI RMF Playbook NIST Cybersecurity Framework 2.0 CIS Critical Security Controls ISO/IEC 42001 OWASP GenAI Security Solutions Landscape

Cloudflare AI Security SuiteAI agent identity and permissionsSource checkedStrong public support for this requirement

Cloudflare claims authentication of every user and agent connection with identity-scoped least-privilege permissions.

Authenticate every user and agent connection

Related framework references (5)

NIST AI RMF Playbook NIST Cybersecurity Framework 2.0 CIS Critical Security Controls ISO/IEC 42001 OWASP GenAI Security Solutions Landscape

Cloudflare AI Security SuiteAI coding-agent and workstation securityNo supporting claim found

Cloudflare materials reviewed did not provide a public claim for controlling coding-agent commands, filesystem or network actions, skills, hooks, extensions, packages, or workstation activity.

No quoted source text is recorded for this claim.

Related framework references (5)

NIST AI RMF Playbook NIST Cybersecurity Framework 2.0 CIS Critical Security Controls ISO/IEC 42001 OWASP GenAI Security Solutions Landscape

Cloudflare AI Security SuiteAI cost and usage controlsSource checkedStrong public support for this requirement

Cloudflare AI Gateway claims token and cost logging, caching, cost-aware routing, rate limiting, usage controls, and unified billing.

token usage, cost, and duration

Related framework references (5)

Commercial Metadata NIST AI RMF Playbook NIST Cybersecurity Framework 2.0 ISO/IEC 42001 OWASP Agentic AI Security Solutions Landscape

Cloudflare AI Security SuiteLicensing modelSource checkedStrong public support for this requirement

Cloudflare states that AI Gateway is available on all plans and that current core analytics, caching, and rate-limiting features are free.

AI Gateway is available to use on all plans.

Related framework references (2)

Commercial Metadata CSA AI Controls Matrix

Cloudflare AI Security SuiteApproved AI platform contextSource checkedStrong public support for this requirement

Cloudflare positions AI security across its global network, SASE, application security, Zero Trust, developer platform, Workers, and major identity-provider integrations.

unified platform for securing workforce AI tools and public-facing applications

Related framework references (5)

NIST AI RMF Playbook NIST Cybersecurity Framework 2.0 CIS Critical Security Controls ISO/IEC 42001 OWASP GenAI Security Solutions Landscape