← back to ideas

AI Poison Data Sentinel

7.8
security profitable added: Friday January 2026 08:56

A proactive software solution that monitors public datasets for patterns indicative of 'poisoned' data designed to sabotage AI training models – as described by underground resistance groups. Provides alerts and analytics to data scientists and AI developers to identify and mitigate compromised datasets before model training is affected, enhancing AI model integrity and security.

180h
mvp estimate
7.8
viability grade
7
views

technology stack

Python Difficult PostgreSQL

inspired by

Underground Resistance Aims To Sabotage AI With Poisoned Data