Addressing the Rise of Shadow AI with Cyberhaven’s Linea AI

Enterprises are facing a growing challenge with the unauthorized use of AI tools by their employees, also known as shadow AI. Research indicates that up to 96% of AI work done by employees is through non-corporate accounts, posing a significant risk of leaking sensitive company data.

Cybersecurity platform Cyberhaven has introduced a solution to combat this issue by tracking data lineage across different users and endpoints. With the launch of Linea AI, the next generation of its platform, Cyberhaven aims to detect and prevent shadow AI usage and predict potentially harmful incidents.

Key Features of Linea AI:

According to Cyberhaven’s analysis, AI usage among enterprise workers has surged by 485% between March 2023 and March 2024, with a significant amount of sensitive data being shared through non-corporate AI accounts. Linea AI utilizes Large Lineage Models (LLiMs) trained on billions of real enterprise data flows to provide comprehensive data analysis.

With advanced features such as computer vision and multi-modal AI, Linea AI can analyze data from various sources including images, screenshots, and technical diagrams. The new “Let Linea AI Decide” feature autonomously assesses policy violations and evaluates incident severity to reduce alert fatigue for security operations teams.

Cyberhaven claims that Linea AI has resulted in a 90% reduction in incidents requiring manual review and an 80% decrease in mean time to respond to security incidents related to data security. The platform can identify over 50 critical risks per month that traditional tools may overlook.

Enhanced Data Protection with Linea AI:

Powered by advanced AI models and a transformer neural network architecture, Cyberhaven’s Linea AI employs a multi-stage retrieval-augmented generation (RAG) engine to fine-tune its LLiM for analyzing an enterprise’s most valuable data. The platform offers intelligent screenshot analysis to address data security blind spots.

Linea AI’s ability to detect and prevent the exfiltration of sensitive data such as engineering designs, AI models, and research materials is crucial for safeguarding enterprise assets. By understanding data lineage and providing context around data, Cyberhaven ensures comprehensive data protection.

Empowering Security Teams:

Linea AI goes beyond detection to provide proactive security measures with its AI-powered “Let Linea Decide” feature. By analyzing data and user logs, the platform helps security teams understand incident severity and prioritize response efforts. It can identify suspicious activities and streamline the incident response process.

With real-time monitoring capabilities, Linea AI can prevent unauthorized data transfers to external accounts and educate users on secure data practices. By leveraging data comprehension and lineage tracing, Cyberhaven empowers security teams to effectively manage insider risks and prevent data breaches.

Overall, Cyberhaven’s Linea AI offers a comprehensive solution for enterprises to combat shadow AI usage, protect sensitive data, and enhance security operations. By leveraging advanced AI technologies and data lineage analysis, Cyberhaven is at the forefront of data security innovation in the industry.