A qualitative study of 21 GenAI users finds that current S&P transparency is often seen as incomplete or untrustworthy, leading to proxy-based adoption and constrained use, with calls for independent evaluations and on-demand disclosures synthesized into five design dimensions.
Generative ai misuse: A taxonomy of tactics and insights from real-world data
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.HC 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
What Security and Privacy Transparency Users Need from Consumer-Facing Generative AI
A qualitative study of 21 GenAI users finds that current S&P transparency is often seen as incomplete or untrustworthy, leading to proxy-based adoption and constrained use, with calls for independent evaluations and on-demand disclosures synthesized into five design dimensions.