trojan-horse-hunt

Trojan Horse Hunt in Time Series Forecasting(ESA)

Trojan Horse Hunt

This repository contains a fully reproducible pipeline. It adapts the Neural Cleanse method to the multivariate telemetry setting (3 channels × 75 samples)

What this pipeline does

• Loads the pack of 45 poisoned N-HiTS models released by the organizers
• For each model:
  • Probes for potentially poisoned channels
  • Runs the λ–α–β adaptive optimization loop to reconstruct candidate triggers
  • Visualizes triggers aligned with model forecasts
• Assembles all recovered triggers into the exact (45, 75, 3) submission format