AI Tools ⏱ 6 months

Aegis Conduit

AI securityadversarial AIreal-time defensemodel integritycybersecurity

The Vision

Aegis Conduit is an AI-powered security layer designed to detect and neutralize adversarial attacks and data poisoning attempts on deployed AI models in real-time. As AI systems become critical infrastructure, they present new attack vectors that traditional cybersecurity tools cannot address. Aegis Conduit acts as an intelligent firewall, observing model inputs and outputs for subtle manipulation, ensuring the integrity and reliability of autonomous systems.

Why Build This Now

The increasing sophistication of adversarial attacks against LLMs and other critical AI models, coupled with new research in real-time anomaly detection and generative AI for threat simulation, makes this a critical and buildable solution now.

Target Audience

Security operations centers (SOCs), CISO teams, and AI platform owners who need to protect their deployed AI assets from sophisticated attacks.

Monetization

Per-endpoint or per-query subscription model for protecting AI models, with premium tiers for advanced threat intelligence and custom rule sets.