How To Build A Secure Machine Learning Environment

How To Build A Secure Machine Learning Environment

Children’s Day is approaching, but this year’s June 1st is a bit different. As the pandemic eases, many places have made it clear that after June 1st, various stages of basic education need to gradually return to school, and strict personnel control and temperature measurement must be implemented according to safety requirements. Currently, as the … Read more

How Insecure Is Your Router?

How Insecure Is Your Router?

Your router is the first point of contact between you and the internet. How much risk does it pose? — Mike Bursell Useful original link Please visit the “Original link” at the end for clickable in-text links, full-size original images, and related articles. Acknowledgements Translated from | https://opensource.com/article/18/5/how-insecure-your-router | Author | Mike Bursell | Translator … Read more

An AI Tool for Rapid Photo Location Identification

An AI Tool for Rapid Photo Location Identification

Image: GeoSpy GoUpSec Commentary: The emergence of photo location AI tools forces people to rethink the threat model of privacy protection and information security strategies. Developed by Boston’s Graylark Technologies, GeoSpy is a powerful AI tool that can accurately locate the shooting position of photos within seconds by analyzing features such as architectural styles, types … Read more

How Strong Is Windsurf in Writing Test Cases?

How Strong Is Windsurf in Writing Test Cases?

From the perspective of functional delivery, relying on AI to generate code from natural language is quite a helpless endeavor. As for the computer as a running medium, it currently cannot directly execute human natural language; to make the function effective, it must rely on code as an intermediate medium for escaping. However, a more … Read more

Pirate of RAG: Adaptive Attacks on LLMs to Leak Knowledge Bases

Pirate of RAG: Adaptive Attacks on LLMs to Leak Knowledge Bases

Abstract With the growing popularity of Retrieval-Augmented Generation (RAG) systems in various real-world services, concerns about their security are increasing. RAG systems enhance the generative capabilities of Large Language Models (LLMs) through retrieval mechanisms operating on private knowledge bases. However, unintended exposure of this mechanism can lead to severe consequences, including the leakage of private … Read more

Agentic Security: The Future Beyond SOAR

Agentic Security: The Future Beyond SOAR

Since April, I have been tracking the development of security startups, particularly in the areas related to agents and agent workflows. At that time, there were only a handful of security companies researching the concept of agents and making tangible progress. In just over six months, I have seen a significant increase in newly established … Read more

Agentic Security: A Fuzz Testing and Security Tool for LLM Models

Agentic Security: A Fuzz Testing and Security Tool for LLM Models

About Agentic Security Agentic Security is a fuzz testing and security detection tool specifically designed for LLM models. This tool helps researchers conduct comprehensive security analysis and testing on any LLM. Please note that Agentic Security is designed as a security scanning tool and is not a foolproof solution. It cannot guarantee complete defense against … Read more