Adversarial robustness and AI security
A research field
Adversarial robustness and ai security is losing ground in AI research: 4.7% to 4.4% of new AI papers, -0.3 points. It ranks #37 of 44 by gain in share. As of Oct 10, 2026.
- Change in share
- -0.3 pts
- Share, last 3 months
- 4.4%
- Papers, last 3 months
- 1,486
- Ready for products
- 2.3 / 5
Ideas in this field
Retrieval augmented generation security0.1% → 0.1%+0.0 ptsAI generated text detection0.1% → 0.2%+0.0 ptsJailbreak defense0.1% → 0.2%+0.0 ptsVisual prompt injection0.0% → 0.0%0.0 ptsSoftware supply chain security0.0% → 0.0%0.0 ptsUniversal adversarial perturbation0.0% → 0.0%0.0 ptsDeepfake detection0.1% → 0.1%0.0 ptsTransferable adversarial attack0.0% → 0.1%0.0 ptsMembership inference attack0.1% → 0.1%0.0 ptsPrivacy auditing0.1% → 0.1%0.0 pts
Companies working on it
Adversarial robustness and AI security: quick answers
No. Its share of new AI papers went from 4.7% to 4.4%, with 1,486 papers in the last 3 months.