This repository contains the poisoning experiments carried out on the ENAS algorithm.
| Group | Poisoning Set |
|---|---|
| Baseline | P0 = {} |
| Identity | P1 = {Identity} |
| Gaussian Noise | P2 = {Gaussian(sigma=2.0) or Gaussian(sigma=10.0)} |
| Dropout | P3 = {Dropout(p=0.9) or Dropout(p=1.0)} |
| Transposed Convolutions | P4 = {3x3 TransposedConv and 5x5 Transposed Conv} |
| Stretched Convolutions | P5 = {Conv(k=3, p=50, d=50)} |
| Grouped Operations | P6 = (P1 or {Conv(k=3, p=54, d=54)}) + P2 + P3 + P4 + P5 |
See individual experiment files for branches and probabilistic pick functions.