Protect AI: Revolutionizing AI and ML Security
In the ever-evolving landscape of artificial intelligence and machine learning, security has become a paramount concern. Protect AI emerges as a leading platform that addresses these concerns comprehensively.
Overview
Protect AI offers a broad and comprehensive suite of tools and capabilities to secure your AI systems. It caters to various scenarios, whether you're fine-tuning off-the-shelf generative AI foundational models, building custom models, or deploying LLM applications. The platform empowers your entire organization to adopt a security-first approach to AI, ensuring that your applications remain secure from unique vulnerabilities.
Core Features
- Guardian: Enables zero trust for AI models. It provides enterprise-level scanning, enforcement, and management of model security. By continuously scanning both third and first-party models for security threats before their utilization, it adds a crucial layer of security to ML model development and deployment. This allows for confident AI exploration and innovation.
- LLM Runtime Security Layer: Offers granular LLM runtime security insights. It equips you with the necessary tools for detection and response, preventing unauthorized data access, adversarial attacks, and integrity breaches. This enables you to build, adopt, and deploy Large Language Models (LLMs) with confidence on a large scale.
- Recon: The most advanced product for identifying potential vulnerabilities in LLMs. It features no-code integration, model-agnostic scanning, and detailed threat profiling across multiple categories. Using both an attack library and LLM agent-based solution, it ensures enterprises can deploy AI applications with certainty.
- Radar: The most comprehensive solution for AI Risk Assessment and Management. It enables your organization to efficiently and confidently detect and mitigate risks in your AI systems throughout the entire AI lifecycle. Being vendor-neutral, it works across ML vendors/tools and can be easily deployed in your environment.
Basic Usage
For organizations looking to enhance their AI security, Protect AI provides a straightforward path. First, identify the specific security needs of your AI systems, whether it's related to model security, runtime security, or vulnerability assessment. Then, leverage the appropriate features of the Protect AI platform, such as Guardian for model security, the LLM Runtime Security Layer for runtime security, Recon for vulnerability identification, and Radar for risk assessment and management.
In comparison to other existing AI security solutions, Protect AI stands out with its end-to-end approach, covering all aspects of AI security from model development to deployment. Its comprehensive set of features and vendor-neutral nature make it a top choice for organizations seeking to safeguard their AI and ML initiatives.
