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Lakera is an AI security company that focuses on protecting Generative AI (GenAI) applications. This company offers a range of solutions aimed at safeguarding sensitive data, ensuring compliance, and preventing various security threats associated with AI technologies. Here's a summary of its main offerings and initiatives:

Key Products and Solutions

• Lakera Guard: Central to Lakera's offerings, this security solution provides real-time protection for GenAI applications. It offers features like threat detection, response capabilities, agent control, and compliance alignment. Lakera Guard is designed for quick deployment, integration ease, and minimal latency, making it suitable for enterprise environments.

• Lakera Red: This product offers red-teaming capabilities to test AI systems before their deployment. It simulates adversarial attacks aiming to identify and mitigate vulnerabilities within AI systems.

• PII Detection: Aimed at preventing data leakage, this solution focuses on detecting and managing Personally Identifiable Information (PII) to safeguard sensitive data shared with AI models like ChatGPT.

Security Use Cases

Lakera's solutions cover multiple security scenarios, including:

• Prompt Defense: Protects AI systems from prompt injection attacks, a prominent threat in GenAI spaces.
• Data Loss Prevention (DLP): Prevents unauthorized data sharing and system prompt leakages, and counters data exfiltration attempts.
• Content Moderation: Ensures that AI applications do not expose users to inappropriate content, thereby mitigating reputational risks and ensuring compliance.

Insights and Resources

Lakera provides various resources that address AI security trends and methodologies:

• Webinars and Guides: These help clients stay informed about security challenges and measures in the AI realm.
• AI Security Awareness: Publications aim to build knowledge in the community, helping stakeholders better understand AI-related threats and protection strategies.

Industry Engagement and Recognition

• Lakera has collaborated with global practitioners to address AI security needs. Their offerings are aligned with recognized frameworks such as the MITRE ATLAS and NIST guidelines, and they emphasize compliance with global regulatory standards like the EU AI Act.

• They leverage a vast AI threat database, supported by their initiative called "Gandalf," a game-based approach that recruits diverse participants to explore and document AI vulnerabilities.

Privacy Protocol

Lakera uses cookies to enhance user experience and requires consent for non-essential cookies. They have a detailed privacy policy to clarify data collection, usage, and sharing practices. Users are informed about their rights concerning data access and management, reflecting a commitment to transparency and privacy protection.

Community and Events

• The company hosts events aiming to foster discussions and learning opportunities in AI security. Moreover, they've developed the "Momentum" Slack community for collaborative discourse on building a secure AI future.

Recent Developments

Lakera has secured significant investment to continue its work in protecting enterprises from vulnerabilities in large language models (LLMs). Notably, Dropbox has implemented Lakera Guard to enhance its AI applications' security.

In summary, Lakera's focus on AI security is comprehensive, covering prompt injection defense, data loss prevention, and content moderation. Their products and resources aim to provide enterprises with robust tools and knowledge to counteract the varied threats faced by GenAI applications.