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Commercial mobile phones combine physical transducers, radio systems, biometric interfaces, and internal telemetry whose outputs can disclose information outside their intended functions, mo- tivating this review of direct collection, inference, hardware fingerprinting, cross-modal leakage, elec- tromagnetic emanations, active interrogation, and information retained after acquisition across the complete functional sensor taxonomy established here, including uncommon environmental instru- ments and internal monitoring circuits, with documented results encompassing motion-based input inference, acoustic information in inertial and camera measurements, magnetometer-based activity disclosure, pressure-based touch and speaker-activity detection, calibration fingerprinting, thermal and power-based application inference, radio-based linkability, and reconstruction of spatial envi- ronments, while distinguishing demonstrations on phones from adjacent-platform demonstrations, intended capabilities with privacy implications, and unvalidated hypotheses according to the con- straints imposed by modern access controls, physical coupling, application lifecycle restrictions, and experimental design. Merely not touching a phone does not terminate network participation, previ- ously authorized collection, or vulnerability to demonstrated zero-interaction compromise, although screen-off operation, airplane mode, software shutdown, and removal of electrical power remain ma- terially different states, supporting substantial confidentiality concerns about carrying a connected or compromised handset into a sensitive setting without implying that every sensor continuously records, every phone transcribes nearby speech, or a fully unpowered device operates as an electronic recorder, with a sensor-by-sensor coverage register identifying established findings and evidence gaps and a final assessment relating defenses to acquisition, inference, linkability, retention, and disclosure.
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Miguel Angel Vargas Cruz (2026) studied this question.
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