Tag
#robustness
2 posts tagged robustness.
- defenses
Adversarial Training Methods: PGD-AT, TRADES, and MART
Adversarial training is the most defensible empirical robustness method, but 'adversarial training' isn't one thing.
- attacks
Adversarial Robustness in NLP: Why Text Attacks Are Different
Discrete input spaces, semantic constraints, and human-perceptibility rules change what counts as an adversarial example in text.