Paper proposes six-dimension AI security literacy framework for K-12
Original title: AI Security Literacy: Ecosystem-based Competency Framework and K-12 Learning Platform
Only 34.5% of teachers in the cited survey report a school AI policy; NeuralFortify is an illustrative browser platform.
A cs.CR paper argues that AI-literacy and older cybersecurity frameworks do not define AI security literacy for schools. It proposes an AI Security Literacy framework with six dimensions across the school ecosystem, grounding technical parts in public AI-safety benchmarks and a multi-seed adversarial evaluation, and attitudinal parts in U.S. teacher and adult survey micro-data. Teachers in that data see their own AI use as easing work but students’ use as complicating it. The authors present NeuralFortify, a browser-based K-12 platform using real AI models, as an example implementation.
- The paper says existing frameworks emphasize AI use or predate AI-specific threats.
- A reported robustness figure depends on the attack and the trained model as well as the system.
- NeuralFortify is described as illustrative, not as a deployed school mandate.
- Products
- NeuralFortify
- Countries
- United States
From the original article
1 min read at arxiv.orgAdoption of artificial intelligence in K-12 schools has outpaced guidance for students, teachers, and administrators. Existing AI-literacy frameworks emphasize understanding and use; cybersecurity frameworks predate AI-specific threats, and neither defines AI security literacy as a competency domain in its own right.
By Eric Yocam · arxiv.org
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