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Lakera AI: The Ultimate Shield for Generative AI Security
TL;DRLakera AI has never been more crucial for safeguarding generative AI applications. This advanced security platform offers real-time threat detection, robust privacy compliance, and comprehensive risk mitigation, making it an essential choice for organizations integrating large language models (LLMs). Lakera AI's innovative features, such as its high-accuracy, low-latency security controls and continuously evolving intelligence, ensure that organizations can build and deploy secure AI applications at scale. With its ability to detect and respond to direct and indirect prompt attacks, safeguard sensitive personal identifiable information (PII), and protect against data poisoning attacks, Lakera AI stands out as the world's most advanced AI security platform. Whether you are using GPT-X, Claude, Bard, or your own LLM, Lakera AI is designed to fit seamlessly into your current setup, providing a scalable and highly-configurable solution that meets the stringent security needs of enterprises.
2021-06-08
Securing AI Applications with Lakera AI
At the forefront of AI security, Lakera AI presents a robust suite of features meticulously designed to safeguard generative AI applications from various threats. This cutting-edge tool streamlines security processes, enhances data protection, and empowers organizations to mitigate the risks associated with large language models (LLMs). One of the unique benefits of Lakera AI is its ability to detect and respond to direct and indirect prompt attacks in real-time, preventing potential harm to AI applications. Additionally, its low-latency AI application firewall ensures that organizations can maintain the highest levels of security without compromising application performance. With its continuous threat intelligence and proprietary databases combining insights from various sources, Lakera AI provides unparalleled protection against LLM-specific risks. To provide a more in-depth understanding, here are 8 key features that make Lakera AI an indispensable asset for organizations seeking to secure their AI applications:
Lakera AI provides real-time threat detection for generative AI applications, ensuring prompt attacks and data loss are mitigated instantly. This feature is crucial for maintaining application security and integrity, particularly in high-risk environments.
Powered by the world's most advanced AI-based threat intelligence, Lakera Guard continuously updates its database with tens of millions of attack datapoints, making it a robust defense against evolving AI threats.
Lakera's threat database combines insights from various sources, including open-source datasets, in-house research, and data from the interactive game Gandalf. This comprehensive approach helps in identifying and mitigating a wide range of AI-related risks.
Lakera Guard specifically addresses prompt injection attacks, a significant cyber risk vertical, by turning these injections into statistical structures. This feature ensures that AI applications are protected from malicious inputs and unauthorized actions.
Lakera's AI security platform safeguards sensitive PII and prevents costly data losses by ensuring compliance with privacy regulations. This feature is essential for organizations handling confidential data.
Lakera AI moderates content to ensure that generative AI applications do not serve up anything unsuitable for kids, making it a critical feature for enterprises developing AI applications for children.
Lakera's platform continuously evolves with the threat landscape, integrating the latest security intelligence into AI applications. This adaptability ensures that organizations stay ahead of emerging AI threats.
Lakera Guard can be seamlessly integrated into various applications, making it a scalable solution suitable for both startups and large enterprises. This ease of integration enhances its appeal and ensures that it can be quickly set up to protect AI systems.
- Comprehensive threat intelligence database
- Advanced AI-based threat detection and response capabilities
- Quick setup and compatibility with various programming environments
- Scalable architecture suitable for both startups and large enterprises
- Robust low-latency security controls to block prompt attacks and data loss
- Steep learning curve for teams new to AI security
- Potential cost challenges for smaller entities or startups
- Limited third-party integrations
- Complexity in integrating with multiple programming environments
- May require significant setup time for advanced security features
Pricing
Lakera AI offers a subscription-based pricing model with a basic plan starting at $15 per month, including up to 100 API calls and 24/7 client support. The Pro plan costs $45 per month, featuring 500 API calls, priority support, and additional documentation access. The Enterprise plan is custom-priced based on usage and includes advanced features, integrations, and dedicated account management. Discounts are available for annual payments and special pricing for startups and educational institutions.
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TL;DR
Because you have little time, here's the mega short summary of this tool.Lakera AI is a cutting-edge security platform designed to protect organizations from AI-specific threats such as prompt injections, data leakage, and harmful content. It leverages advanced AI-driven threat intelligence, integrating seamlessly with various LLMs and stacks to ensure real-time security and compliance.
FAQ
Lakera AI is a real-time GenAI security platform designed to protect organizations from diverse threats associated with generative AI applications. It offers a suite of products, including Lakera Guard, which blocks prompt attacks, data loss, and inappropriate content with low-latency AI application firewall capabilities. Lakera Guard integrates with various LLMs and stacks, providing robust security solutions tailored to the unique vulnerabilities of generative AI technologies.
Lakera AI addresses prompt injection attacks through its proprietary databases that combine insights from GenAI applications, interactive games like Gandalf, open-source data, and dedicated ML research. It divides prompt injections into 10 categories and provides a 'prompt injection taxonomy' to help customers compare their inputs against these structures at scale, ensuring real-time detection and mitigation of potential security risks.
Yes, Lakera AI is scalable for both startups and large enterprises. Its architecture is designed to be highly scalable, making it suitable for various organizational needs. It integrates quickly and seamlessly with multiple programming environments, ensuring ease of use and adaptability across different enterprise sizes.
Lakera Guard enhances AI security through several key features: real-time threat detection, privacy compliance, and robust protection against data poisoning attacks. It continuously evolves its intelligence to handle emerging AI threats effectively. Additionally, it provides a highly accurate and low-latency security control system that ensures GenAI applications do not violate organizational policies or expose sensitive data.
Lakera AI ensures compliance with the EU AI Act by imposing legal requirements on LLM providers to identify risks and put appropriate measures in place. The company has served in advisory roles to the Act, helping lay technical foundations. Lakera's solutions are also compliant with world-renowned security frameworks such as OWASP Top 10 for LLMs and MITRE's ATLAS, ensuring that organizations meet stringent regulatory standards.
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