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How to Secure AI Coding Assistants and Protect Your Codebase
13 September 2025
Ensure safe LLM adoption and prevent AI oversharing with security strategies tailored to your industry. Every sector faces unique risks — from finance to manufacturing, legal, and beyond.
Confidential internal documents, financials, or IP unintentionally surface in responses.
Attackers deduce protected or internal details through repeated queries and outputs.
LLMs generate or expose more than they should — especially when integrated with internal systems.
Hard to track where data originates, how it transforms, and where it ends up.
AI copilots access massive amounts of internal content, often without proper access control.
Meeting global privacy standards (GDPR, ISO, SOC 2, etc.) is nearly impossible without AI-aware controls.
The energy industry encounters significant risks when adopting AI, including threats of data leakage, inference attacks, and AI oversharing, potentially exposing critical infrastructure and proprietary operational data.
Knostic is the comprehensive impartial solution to stop data leakage.
Copilot assessment page