What field is adversarial attack part of?

Adversarial attack is part of Adversarial robustness and AI security.

Is adversarial attack ready for products?

Its papers score 2.4 of 5 for readiness for products, read from what the papers themselves describe.

Which companies work on adversarial attack?

Researchers at BAIDU publish on it.

Adversarial attack

Part of Adversarial robustness and AI security

Adversarial attack is losing ground in AI research: 0.5% to 0.5% of new AI papers, -0.0 points. It ranks #134 of 214 by gain in share. As of Oct 10, 2026.

How we measure

Change in share: -0.0 pts
Share, last 3 months: 0.5%
Papers, last 3 months: 179
Ready for products: 2.4 / 5

More in Adversarial robustness and AI security

Retrieval augmented generation security0.1% → 0.1%+0.0 pts AI generated text detection0.1% → 0.2%+0.0 pts Jailbreak defense0.1% → 0.2%+0.0 pts Visual prompt injection0.0% → 0.0%0.0 pts Software supply chain security0.0% → 0.0%0.0 pts Universal adversarial perturbation0.0% → 0.0%0.0 pts Deepfake detection0.1% → 0.1%0.0 pts Transferable adversarial attack0.0% → 0.1%0.0 pts Membership inference attack0.1% → 0.1%0.0 pts Privacy auditing0.1% → 0.1%0.0 pts

Companies working on it

1BAIDU1 papers

Adversarial attack: quick answers

No. Its share of new AI papers went from 0.5% to 0.5%, with 179 papers in the last 3 months.