Close

Request Demo

BUFFERZONE is available to Enterprise companies only. Please fill out the form below and we’ll contact you shortly


    Blog

    Back

     SafeBridge® AI: Revolutionizing Zero-Trust Security with Large Language Models Visibility

    By BUFFERZONE Team, 27/01/2025

    Target: IT (Elementary)

    Tags: Isolation, Safe Workspace®, Zero-day, Safe Browser, Protection By Containment™, SafeBridge®, NoCloud™, Prevention

    In an era where cyber threats grow increasingly sophisticated, traditional security measures are often inadequate to handle evasive, file-based attacks. SafeBridge® AI, part of the BUFFERZONE® Safe Workspace® suite, steps up to the challenge by combining advanced Content Disarm and Reconstruction (CDR) technology with the power of Large Language Models (LLMs) running directly on the endpoint. This innovation not only provides unparalleled protection but also enhances visibility into potential attack vectors embedded in untrusted files.

    What Is CDR and Why Does It Matter?

    Content Disarm and Reconstruction (CDR) is a proactive approach to file security. Unlike traditional detection-based systems that rely on identifying known threats, CDR works by analyzing, sanitizing, and reconstructing files to ensure that only safe, clean content reaches the end user.

    Here’s how CDR works:

    1. Analyze: The file is inspected for potential malicious elements such as macros, scripts, and embedded links.
    2. Disarm: Any potentially harmful content is removed or neutralized. In the following figure, we can observe the different active components and embedded objects that may obscure evasive code or actively damage the user.
    3. Reconstruct: The file is rebuilt in its original format but stripped of all risky elements.

    This makes CDR a critical component in mitigating zero-day attacks, ransomware, and file-based exploits that bypass signature-based detection and evade the trust-based detection approach.

    How CDR Stops the Next Evasive Threat

    Modern attackers use sophisticated techniques to evade traditional detection mechanisms. Fileless malware, steganographic attacks, and polymorphic payloads are designed to slip through defenses unnoticed. CDR is based on the prevention approach, not the trust-based detection approach. CDR sanitizes all files regardless of whether they are flagged malicious or suspicious. By un-trusting files, we make sure all files are neutralized and secure before damage occurs. While this approach was inspired by the high-security needs of critical networks, it is relevant for enterprises and Small and Medium Business (SMB) due to its high level of security and simplicity.

    Introducing SafeBridge® AI: The Next Level of Zero-Trust CDR

    SafeBridge® AI takes CDR to new heights by incorporating an LLM-based analysis engine on the endpoint. This innovative solution enhances file protection by not only disarming untrusted files but also providing users with a detailed explanation of the potential attack vectors present in the file. It uses NoCloud™ technology to run LLM locally without sending sensitive data to the cloud and protect the user’s privacy.

    Key Features of SafeBridge® AI:

    1. Real-time threat visibility: Using LLM, SafeBridge® AI offers contextual insights into the nature of detected threats, helping security teams understand and mitigate risks more effectively.
    2. Endpoint integration: The solution runs entirely on the, including running LLM locally, ensuring compliance with data privacy regulations by eliminating the need to transfer files to external servers for analysis.
    3. Zero-trust foundation: SafeBridge® AI seamlessly integrates with the BUFFERZONE® Safe Workspace® suite, ensuring every untrusted file, no matter the source, is processed with zero-trust principles.

    Connecting the BUFFERZONE® Safe Workspace® Suite

    BUFFERZONE® Safe Workspace® is a comprehensive solution suite designed to deliver robust endpoint security using Protection By Containment™ technology. This technology isolates external threats originating from web browsing, removable media (USB/ CD/ DVD), and email links and attachments. To safely transfer untrusted files out of the isolated environment, SafeBridge® is employed to sanitize files through advanced security mechanisms, which can be performed automatically or manually.

    Why Data Privacy and Security Matter More Than Ever

    The rise of remote work and cloud collaboration has increased the volume of file-based interactions, making file security a top priority. At the same time, privacy concerns are at an all-time high. Users demand solutions that protect their data without exposing it to third-party servers or violating compliance frameworks.

    SafeBridge® AI meets these needs by:

    • Keeping all file analysis and threat detection on-device, ensuring that sensitive data never leaves the user’s control.
    • Supporting compliance with regulations like GDPR, CCPA, and industry-specific standards.

    How SafeBridge® AI’s LLM Enhances Threat Visibility

    Threat visibility is a critical aspect of modern security. Traditional CDR tools often lack the ability to explain why a file was sanitized or what risks were mitigated. SafeBridge® AI changes that by leveraging LLM to:

    • Analyze and describe attack vectors: Users and security teams gain insights into file vulnerabilities, such as embedded macros, executable payloads, or phishing links.
    • Educate users: Providing easy-to-understand explanations helps users become more aware of the tactic’s attackers use and how to avoid risky behaviors.

    Conclusion

    SafeBridge® AI is more than just a file protection tool—it is a game-changer in zero-trust security. By combining state-of-the-art CDR with LLM-powered visibility, it protects users from the most advanced file-based threats while ensuring data privacy and offering unprecedented threat visibility.

    Integrated into the BUFFERZONE® Safe Workspace® suite, SafeBridge® AI delivers a cohesive, robust solution that keeps users safe, productive, and informed. With SafeBridge® AI, the future of endpoint security is here—and it is smarter, safer, and more transparent than ever before.