A10 Networks TrojAI

TrojAI by A10 Networks provides AI runtime defense, agent-led red teaming, and MCP governance for enterprise agents, applications, and models.

Verified 11 Nov 2026

Ownership and deals

A10 Networks and TrojAI: completed, closed 15 Jun 2026. Closing date from A10’s Q2 2026 10-Q. A10 Networks Q2 2026 10-Q

Source per value

Self-host or private cloud The vendor documents running the product on your own servers, in your own cloud or VPC, or air-gapped. Derived from the deployment text on the same source.: Yes 1
Ownership and deals The acquisition or ownership fact, as stated by the parties.: Completed the TrojAI acquisition on June 15, 2026. 3
Runtime guardrails, as documented What the vendor documents for this capability.: TrojAI Defend blocks prompt injection, jailbreaks, data leakage, and toxic content. 1
Agent security, as documented What the vendor documents for this capability.: TrojAI Defend for MCP discovers servers/tools and enforces communication policies. 1
Red teaming, as documented What the vendor documents for this capability.: TrojAI Detect runs continuous single-turn, multi-turn, and agentic adversarial tests. 1
Frameworks mapped Security and compliance frameworks the vendor explicitly maps its testing, controls or reports to. A mapping, not a certification.: Findings map to OWASP, MITRE, and NIST frameworks. 1
Deployment Documented hosting and installation options.: Self-contained on-premises or customer-cloud deployment. 1

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