Multilinear-extension summarization defense on Controlled Clustered Benchmark
-0.0526LossPGD robust baseline
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PGD robust baselineNorm constraint=l-infinity, epsilon_att=0.5, epsilon_def=0.02, gamma=0.1, L=10, Krobust=30, Trobust=52026.06 | -0.0526 | 14.64 | 7.57 | 4.8 | |
| Proposed robustNorm constraint=l-infinity, epsilon_att=0.5, epsilon_def=0.02, gamma=0.1, L=10, Krobust=30, Trobust=52026.06 | -0.0092 | 10.29 | 8.26 | 2.99 |