AI Security Research Should Better Incentivize Defense Research
The research found a significant imbalance in AI security, with attack papers outnumbering defense papers by 1.24:1. This disparity occurs because attacks are easier to publish and reward than defenses, which face stricter evaluation standards. The paper argues that incentives must shift to better support and validate defensive work.