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Project Highlights

As generative AI becomes integral to applications for content generation, image synthesis, and data augmentation, the need to protect against adversarial attacks and data manipulation is paramount. TMA has developed a robust solution to secure generative AI tools, ensuring that sensitive enterprise data remains protected without compromising functionality or user experience

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Client

Our client is a cybersecurity company that protects organizations from cyberattacks by eliminating the threat of malware. It provides such solutions as secure cloud transformation, secure web gateway, credential security, spear phishing, and personal webmail protection.

Industry Cyber Security
LocationUS
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Client Challenges

The primary challenge was to enable the use of powerful generative AI applications while creating a secure environment that prevents data leakage and protects against sophisticated cyber threats. The customer needed to:

  • Utilize generative AI for various business applications.
  • Ensure protection against adversarial attacks and data manipulation.
  • Safeguard sensitive data from being exposed to or through generative AI tools.
  • Prevent data breaches through common user actions: file uploads, copy-paste functions.
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Solution

TMA researched and developed a multi-layered security solution designed to provide last-mile data protection for enterprises using generative AI. The solution architecture is illustrated in the diagram provided, showcasing how security is integrated at various endpoints.

Key features implemented include:

  • Security Last-Mile Data Protection: We developed a feature that provides granular control over file uploads and user inputs to prevent inadvertent data leakage. This acts as a critical checkpoint before data is processed by generative AI.
  • Copy & Paste Control Feature: To offer an extra layer of protection against data breaches, we implemented and maintained a sophisticated copy and paste control. This feature intelligently balances security needs with user experience by allowing controlled data copying based on predefined policies.
  • Browse Forensics Feature: To empower security teams, we introduced a Browse forensics capability. This tool allows teams to effectively investigate and understand cyber incidents by providing deep insights into user behavior and identifying potential risks and compliance issues.
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Benefits

The implemented solution provides significant security and operational benefits:

  • Prevents Data Leakage: Granular control over file uploads and user input safeguards sensitive data from exposure.
  • Strengthens Data Security: An extra layer of protection against data breaches is established through controlled copy and paste functionalities.
  • Balances Security with UX: The solution allows for controlled data copying, ensuring that security measures do not hinder user productivity.
  • Empowers Security Teams: Advanced forensics empower teams to thoroughly investigate cyber incidents and understand their root causes.
  • Identifies Potential Risks: Insights into user behavior help proactively identify and mitigate potential security risks and compliance issues
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Case Study: Generative AI Integration | TMA Solutions