AI security research shows biased attack-to-defense ratios, with attacks evaluated under favorable conditions and defenses under stricter standards, resulting in a call to better incentivize defense work.
Defenses to Membership Inference Attacks: A Survey.ACM Computing Surveys, 56(4):1–34
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AI Security Research Should Better Incentivize Defense Research
AI security research shows biased attack-to-defense ratios, with attacks evaluated under favorable conditions and defenses under stricter standards, resulting in a call to better incentivize defense work.