A Privacy Guardian Agent automates routine consent choices with user profiles and contextual awareness, escalating unclear or high-risk cases to users while keeping autonomous decisions reviewable for transparency.
Title resolution pending
3 Pith papers cite this work. Polarity classification is still indexing.
3
Pith papers citing it
years
2026 3verdicts
UNVERDICTED 3representative citing papers
Only 0.4% of 1,000 Android apps show consistent alignment between their privacy policies and actual log contents, while 67.6% leak sensitive information not mentioned in policies.
Slide-based and paced privacy policy formats raised the share of parents passing a comprehension quiz to 41.7% and 30.6% on first attempt, with retakes improving scores for 64.9%, yet 97.3% of those below threshold still consented when not gated.
citing papers explorer
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The Privacy Guardian Agent: Towards Trustworthy AI Privacy Agents
A Privacy Guardian Agent automates routine consent choices with user profiles and contextual awareness, escalating unclear or high-risk cases to users while keeping autonomous decisions reviewable for transparency.
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Do Privacy Policies Match with the Logs? An Empirical Study of Privacy Disclosure in Android Application Logs
Only 0.4% of 1,000 Android apps show consistent alignment between their privacy policies and actual log contents, while 67.6% leak sensitive information not mentioned in policies.
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Demonstrably Informed Consent in Privacy Policy Flows: Evidence from a Randomized Experiment
Slide-based and paced privacy policy formats raised the share of parents passing a comprehension quiz to 41.7% and 30.6% on first attempt, with retakes improving scores for 64.9%, yet 97.3% of those below threshold still consented when not gated.