QIF-T0086
mediumAmbient light sensor side-channel exfiltration (screen content inference via reflected light)
Tier 3 — Demonstrated (Lab-proven)
Legacy status: DEMONSTRATED
Ambient light sensors (ALS) in smartphones and tablets are low-resolution photometers (typically 16-bit, 10-100 Hz) that measure environmental illumination for auto-brightness. Since the ALS is near the display, it also captures light reflected back from the display itself and from nearby surfaces illuminated by the display. This creates a side channel: the ALS output correlates with screen content. While the ALS cannot reconstruct a full image, it can distinguish between dark and light screens, detect page scrolling patterns, identify video content by temporal light signatures, and in some cases infer text content via character-level luminance patterns. Crucially, ALS access requires no permission on most mobile platforms — it's treated as a low-risk environmental sensor. This makes it an unrestricted exfiltration channel for screen activity patterns.
Technique Details
- Tactic
- QIF-S.HV
- Status
- DEMONSTRATED
- Bands
- S1, S2, S3
✚ Therapeutic Application
Ambient light sensor captures display-reflected light variations to infer screen content, scrolling patterns, and user activity without requiring camera or screen capture permissions
Neural Impact
3 of 7 neural bands affected
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Scoring
NISS:1.1/BI:N/CR:N/CD:N/CV:P/RV:F/NP:N CVSS:4.0/AV:L/AC:H/AT:N/PR:N/UI:N/VC:L/VI:N/VA:N/SC:N/SI:N/SA:N Governance
Neurorights at Risk
This technique threatens 1 of the 4 proposed neurorights (Ienca & Andorno, 2017).
FDORA §3305 Compliance
- ! No FDA pathway for consumer sensor exploitation
- ! Software-only attack without software lifecycle standard (IEC 62304)
Population Vulnerability
CRB vulnerability adjustment (γ=0.30) accounts for age, diagnosis severity, consent capacity, and device dependency.
| Population | NISS Base | Adjusted | Severity | Delta |
|---|---|---|---|---|
| Adult (Default) | 0.7 | 0.7 | Low | - |
| Child (10yr) + ADHD | 0.7 | 0.8 | Low | +0.12 |
| Adult with ALS | 0.7 | 0.8 | Low | +0.11 |
Validation Status
Theoretical / Not yet validated. This technique has not been independently tested. See the validation dashboard for what has been tested.