Fortinet AI Security Service-Provided by Antuyunlian

Businesses are rapidly integrating big language models and generative AI into customer-facing web apps, chatbots, and internal tools. These AI services often expose APIs and models, and due to their dynamic and unstructured nature, are expensive to use, and have a high risk of misuse, they require specialized protection measures. Traditional API gateways or web application firewalls aren't designed to detect and protect this type of traffic, so a new type of solution is needed. Based on FortiaiGate's capabilities, SecPeer optimizes and protects AI workloads and large language models. Functions and advantages: 1. Ensure AI safety during operation

• User input entering each major language model endpoint is checked through a customized protection mechanism, which can accurately detect behavior such as prompt injection, jailbreak attacks, model poisoning, and excessive resource consumption.
• A context-aware data leak prevention engine in the critical path can monitor inbound and outbound traffic to prevent disclosure of personal privacy information, sensitive data, and the model itself. 2. Optimize model performance using containerized local deployment methods, which have lightweight usage, scalability, and intelligent big language model traffic scheduling capabilities. FortiAIgate acts as an agent between applications and models to optimize model delivery. Additionally, the output cache offloads repetitive tasks from the model side, reducing token consumption and computational costs while improving the user experience. 3. Protect and expand dynamic AI workloads Dynamic AI workloads migrate between different models and environments, so the platform must be able to scale elastically, maintain performance, and operate safely with minimal friction. FortiAIGate can automatically adapt to changes in demand, intelligently route traffic, and prevent model misuse to ensure that AI applications are fast, reliable, and secure.