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KYDE

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What is Snapper?

Snapper functions as an all-encompassing security framework designed specifically for AI agents, focusing on the governance and safeguarding of organizations that deploy AI across a multitude of applications, networks, and systems. It enforces runtime regulations by meticulously examining each action performed by an agent, including interactions with tools, API requests, and data access demands, before they are executed, employing a sophisticated, multi-layered, policy-driven rule engine. Furthermore, Snapper offers a comprehensive overview of AI activities by scrutinizing network traffic, browser activity, DNS queries, and active processes to detect unauthorized tools and concealed AI applications. In addition, it takes proactive steps to intercept outgoing requests to large language models through SDK wrappers and a network proxy, enabling real-time assessment, redaction, and documentation of sensitive data. To bolster its protective capabilities, Snapper incorporates advanced threat detection systems capable of identifying prompt injection strategies, exploit chains, abnormal behaviors, and intricate attack patterns, using behavioral baselines, kill chain analysis, and an integrated trust scoring framework for enhanced security. This combination of features makes Snapper an invaluable resource for organizations striving to manage the inherent risks linked to AI implementation while ensuring the integrity of their operations. Ultimately, the platform not only mitigates potential threats but also empowers organizations to confidently leverage AI technology.

What is KYDE?

KYDE is a specialized behavioral firewall developed for AI agents, ensuring they can handle substantial responsibilities with a high degree of trustworthiness. By clearly defining forbidden actions, logging completed activities, and protecting your sensitive information, KYDE significantly boosts the dependability of AI agents. Located externally, KYDE functions in the communication pathway between your agents and all LLM providers, meticulously intercepting, analyzing, and endorsing each action before it is carried out. This external configuration guarantees that it cannot be bypassed by the agent, thus ensuring rigorous control. Without requiring any modifications to existing code and needing only a single environment variable, KYDE is designed to be provider-agnostic and compatible with multi-cloud infrastructures, aiming for a response time of less than 100 milliseconds. It incorporates three vital functions in a single layer. The first function, PROVE, generates an audit trail that is independent of any LLM provider; actions are authenticated using Ed25519, linked by hashes, and recorded at the edge, rendering them inaccessible to the agent, which prevents any potential self-incrimination by the perpetrator. The second function, RATE, assesses agent behavior across various providers using a consistent metric known as the KYDE Trust Score™. While vendors may evaluate their own effectiveness, KYDE emphasizes an impartial grading of agent behavior, thereby establishing a more transparent assessment framework. Not only does this robust framework enhance accountability, but it also cultivates a climate of trust in interactions involving AI, paving the way for more secure and reliable applications of AI technology in various fields. This dual approach of monitoring and validation ensures that stakeholders can confidently engage with AI agents without fear of misconduct.