Disclosure Divergence: Measuring Privacy Policy and Data Safety Misalignment at Scale

arXiv:2607.14442 · cs.CR · Submitted 2026-07-16 · Read on arXiv

Mst Eshita Khatun, Lamine Noureddine, Sideeq Bello, Aisha Ali-Gombe

cs.CR

Submitted: 2026-07-16

Journal ref: Proceedings on Privacy Enhancing Technologies (PoPETs) 2026

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Data Safety Label — 61× in this paper
Consistency — 43× in this paper · explained in 3 episodes
Alignment — 16× in this paper · explained in 1 episode
Ablation — 9× in this paper · explained in 1 episode
Cosine Similarity — 8× in this paper · explained in 3 episodes
Sensitivity Risk Score — 8× in this paper
Accuracy — 7× in this paper · explained in 1 episode
Privacy Policy Document — 6× in this paper
Accountability — 3× in this paper · explained in 2 episodes
Robustness — 3× in this paper · explained in 5 episodes
Verification — 3× in this paper · explained in 2 episodes
Adam — 2× in this paper · explained in 2 episodes
Aggregation — 2× in this paper · explained in 1 episode
California Consumer Privacy Act — 2× in this paper
Abstraction — 1× in this paper · explained in 1 episode
Benchmark — 1× in this paper · explained in 2 episodes
Core — 1× in this paper · explained in 2 episodes
General Data Protection Regulation — 1× in this paper
Generalizability — 1× in this paper · explained in 6 episodes
Generative AI — 1× in this paper · explained in 2 episodes
International Requirements Engineering Conference — 1× in this paper
Ontology — 1× in this paper · explained in 2 episodes
Personalization — 1× in this paper · explained in 2 episodes
Prompt Engineering — 1× in this paper · explained in 4 episodes
Tokenization — 1× in this paper · explained in 2 episodes

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