What is F5 AI Security Platform?
The F5 AI Security Platform, powered by the acquisition of CalypsoAI, is an enterprise-grade security and governance solution designed to protect the full lifecycle of AI applications, models, and agents. The platform occupies a strategic position in the data path between users (or agents) and Large Language Models (LLMs), providing both adversarial testing (red teaming) and real-time runtime enforcement (guardrails). It is designed to mitigate risks such as prompt injection, sensitive data leakage, and non-compliant model outputs across hybrid and multicloud environments.
Key Capabilities
- F5 AI Red Team: An automated adversarial testing suite that utilizes "swarms" of autonomous agents to launch thousands of simulated attack patterns against AI models. It identifies vulnerabilities such as jailbreaks, prompt injections, and logic bypasses, converting findings into actionable security policies before models are deployed.
- F5 AI Guardrails: A runtime security layer that inspects bidirectional traffic between users/agents and AI models. It enforces custom security policies in real-time to intercept malicious prompts (e.g., "indirect prompt injection") and prevent the leakage of Protected Health Information (PHI) or Personally Identifiable Information (PII).
- Sensitive Data Detection & Redaction: Automatically identifies and masks sensitive organizational data in prompts and model responses, ensuring that proprietary intellectual property or customer data is not transmitted to external or untrusted model providers.
- Centralized AI Governance: Provides a unified "control plane" for managing security policies across diverse model ecosystems, including commercial APIs (OpenAI, Anthropic) and open-source models (Llama, Mistral). This ensures consistent policy enforcement regardless of the underlying model architecture.
- Advanced Observability & Auditing: Delivers granular logs and session tracking for all AI interactions, enabling security teams to perform forensic analysis, monitor for emerging threat patterns, and maintain compliance with global regulations like the EU AI Act and GDPR.
- Model-Agnostic Protection: Operates independently of the specific LLM being used, allowing organizations to switch model providers without re-architecting their security posture.
- Continuous Threat Intelligence: Leverages a dynamic database of known AI attack vectors and jailbreak techniques to proactively block emerging threats that bypass standard model-level filters.
Audience & Use Cases
- Audience: Chief Information Security Officers (CISOs), AI Architects, Compliance Officers, and DevSecOps Teams.
- Use Case: Financial services organizations use the F5 AI Security Platform to redact customer data from employee prompts to ChatGPT, while healthcare providers utilize F5 AI Red Team to stress-test internal diagnostic agents for robustness against adversarial manipulation.
Technical Specifications
- Architecture: Proxy-based/API Gateway integration; Swarm-based adversarial agents.
- Deployment: F5 Distributed Cloud (SaaS); Hybrid Cloud; Multicloud.
- Compliance Support: EU AI Act; GDPR; ISO/IEC 42001.
Categories & Use Cases
Videos
Technical Details
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FAQs
What is F5 AI Security Platform?
The F5 AI Security Platform, powered by the acquisition of CalypsoAI, is an enterprise-grade security and governance solution designed to protect the full lifecycle of AI applications, models, and agents. The platform occupies a strategic position in the data path between users (or agents) and Large Language Models (LLMs), providing both adversarial testing (red teaming) and real-time runtime enforcement (guardrails). It is designed to mitigate risks such as prompt injection, sensitive data leakage, and non-compliant model outputs across hybrid and multicloud environments.