ShadowGlass, find shadow AI in firewall logs on-device (github.com)

ShadowGlass is an innovative Chrome extension designed to help security and IT teams detect and analyze instances of "shadow AI" in their organization’s firewall and proxy logs without sending any data over the internet. By leveraging local capabilities within the Chrome browser, ShadowGlass enables users to drop in log exports (in various formats) and utilize regex-based matching against a bundled endpoint registry to reveal which AI providers and models are being accessed—without the risk of data leakage. This tool is significant for the AI/ML community as it addresses growing concerns regarding unapproved AI usage in organizations. By providing comprehensive inventory reports of AI usage and flagging unauthorized access patterns, ShadowGlass empowers teams to maintain control over their network while ensuring compliance and security. Notably, the extension operates entirely on-device, utilizing Chrome's built-in Gemini Nano for optional narrative generation and Q&A features, further safeguarding sensitive data. Overall, ShadowGlass facilitates transparency in AI utilization, helping organizations manage their AI resources effectively and responsibly.