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Security

Google GenAI Mis UseCases

Generative Artificial Intelligence (GenAI), an advanced technology that has rapidly gained popularity, offers immense potential for creativity. However, as with any emerging technology, it also brings new security risks that require close attention to protect users from misuse and exploitation. In this article, we will delve into some key findings regarding the security risks associated with GenAI systems and discuss practical remediation strategies.

At XenVector we take Security very seriously, as much as we are excited like everybody in using GENAI to solve business productivity and efficencies, we also spend significant time to understand the Mis-UseCases and Threat Models to ensure our clients data is protected.

GenAI Misuse

Recently release Google research on AI mis-usecase highlights these concerns.

Google NapTime AI Vulnerability

Google's Naptime enhances LLM's ability to identify and analyze vulnerabilities in a manner that is both accurate and reproducible while ensuring optimal performance through its specialized toolset. This innovative framework represents an important step forward for AI-assisted vulnerability research, allowing security experts and practitioners to streamline their workflow and focus on the most critical aspects of their work—and maybe even take a well-deserved nap or two!

Google Naptime

Google Naptime Architecture

Microsoft Dapr Zero Trust

Dapr : Zero Trust Security for Distributed Applications

Dapr improves the zero trust security posture of distributed systems out of the box by assigning application identities to all apps, ensuring that mTLS is enabled by default for all interservice and infrastructure communication.

The standards around security in software development are ever increasing in response to the need for greater protection. This article looks at the open source project Dapr, distributed application runtime, which contains a rich security feature set that allows developers to “shift left” with security and embed industry-standard best practices into their applications during development. Dapr provides a set of APIs to solve common distributed systems challenges around state management, workflow and data.

Dapr Architecture

Dapr Security Architecture

Dapr Security

Dapr Deployment Architecture vm-physical-containers