Making LLMs Secure and Private
Between 2022 and now, the generative AI market value has increased from $29 billion to $50 billion–representing an increase of 54.7% over two years. The market valuation is expected to rise to $66.62 billion by the end of 2024* and suggests a surge in companies seeking to integrate generative AI into their operations, often through tools like ChatGPT, Llama, and Gemini, to enhance and automate customer interactions.
While AI technology promises significant benefits for businesses, the growing adoption of generative AI tools comes with the risk of exposing users’ sensitive data to LLM models. Ensuring the privacy and security of users’ sensitive data remains a top priority for enterprises, especially in light of stringent regulatory requirements like the EU AI Act to protect personal and financial data of its users.
To keep enterprise data secure while using the generative AI tools, Styrk offers multiple privacy-preserving mechanisms and a security wrapper that enables businesses to harness the power of generative AI models. This safeguards sensitive information and maintains compliance with data protection regulations.
Styrk’s core capabilities for LLM security
Not only can Styrk be used to protect sensitive data but it can also help safeguard AI models from prompt injection attacks or filtering out gibberish text. Some of Styrk’s key capabilities include:
Compliance monitoring:
Styrk provides a compliance and reporting dashboard that enables organizations to track the flow of sensitive information through AI systems. Data visualization makes it easier to identify data breaches, adhere to regulatory standards, and, ultimately, mitigate risk.
Blocks prompt injections:
Styrk’s Portal is equipped with mechanisms to filter prompt injections, safeguarding AI systems from malicious attacks or manipulation attempts. By mitigating the risk of prompt-injection vulnerabilities, Portal enhances the security and resilience of AI-powered interactions, ensuring a safe and trustworthy user experience.
Data privacy and protection:
Companies across various sectors can use Styrk’s Portal to protect sensitive customer information before it is processed by AI models. For example, Styrk deidentifies personally identifiable information (PII) such as names, addresses, and account details to prevent privacy risks.
Gibberish text detection:
Styrk’s Portal filters out gibberish text, ensuring that only coherent and relevant input is processed by AI models. Detecting gibberish text also helps in preventing any potential jailbreak or prompt injection attacks. This enhances the quality and reliability of AI-generated outputs, leading to more accurate and meaningful interactions.
The AI industry is rapidly growing and is already helping companies deliver more personalized and efficient customer experiences. Yet as businesses adopt generative AI into their operations, they must prioritize protecting their enterprise data, including sensitive customer data. Not only does Styrk enhance customer engagement, it enables regulatory compliance in a fast-moving landscape. Styrk prepares businesses to anticipate changes in AI and adjust their strategies and models accordingly. Contact us today to learn more on how Portal can help your business.
*https://www.statista.com/forecasts/1449838/generative-ai-market-size-worldwide#:~:text=The%20generative%20AI%20market%20is,the%20end%20of%20the%20decade