Introduces a new dataset of 1639 K-12 explanations with risk annotations across five dimensions and 785 explainability labels to train local LLM auditors for pedagogical safety.
Leveraging avatar fingerprinting: A photorealistic talking-head public database and benchmark,
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Introduces AIriskEval-gaming platform and 340 GB dataset collected from 15 participants in two game setups with role-conditioned GPT-5.4 agent to support evaluation of social engineering risks via synchronized behavioral and biometric streams.
The paper surveys worldwide AI regulations, risk categories, and assessment methodologies, highlighting best practices and research gaps.
citing papers explorer
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AIriskEval-edu: New Dataset for Risk Assessment in AI-mediated K-12 Educational Explanations
Introduces a new dataset of 1639 K-12 explanations with risk annotations across five dimensions and 785 explainability labels to train local LLM auditors for pedagogical safety.
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Evaluating Social Engineering Risks in AI-based Interaction using Biometrics and a Gaming Setup
Introduces AIriskEval-gaming platform and 340 GB dataset collected from 15 participants in two game setups with role-conditioned GPT-5.4 agent to support evaluation of social engineering risks via synchronized behavioral and biometric streams.
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Overview of Risk Assessment and Management for Intelligent Systems under the AI Act and Beyond
The paper surveys worldwide AI regulations, risk categories, and assessment methodologies, highlighting best practices and research gaps.