Privacy & Data Protection · 2026-10-26
Open Research Europe 2026, 6:181 (version 4, 6 October 2026)
Federated health infrastructure preserves local custody of patient data, but legitimate secondary use still depends on independently reviewable access authority, cross-border policy reconciliation, and evidence of acceptable analytical outcomes.
Privacy & Data Protection · 2026-10-14
Frontiers in Public Health, Volume 14 (2026), Article 1993792
The legitimate boundary of AI public-health surveillance is not the point at which prediction becomes technically possible, but the point at which institutions can no longer justify, constrain, contest, and retire the resulting power over people.
Privacy & Data Protection · 2026-10-05
East African Journal of Law and Ethics
A constitutional privacy right does not meaningfully govern surveillance unless the state also constrains who may authorize surveillance, how necessity is tested, who independently reviews its exercise, and how affected persons can obtain remedy.
Privacy & Data Protection · 2026-09-16
arXiv
Selective disclosure does not produce privacy by itself when the verifier can request excessive evidence and the holder must repeatedly judge whether disclosure is legitimate.
Privacy & Data Protection · 2026-03-18
arXiv
LLMs do not need to exceed human investigative capability to collapse pseudonymity at scale; they only need to reduce its cost, and that cost reduction is now sufficient to make large-scale deanonymization a routine, automatable threat.
Privacy & Data Protection · 2026-03-17
Open Loop
The report’s central insight is that India’s AI bottleneck is not merely lack of data, but lack of a usable legal-operational pathway for iterative model development, effective anonymization, and PET adoption under the DPDP regime.