Egyptian government uses facial recognition for public surveillance

The Egyptian government deployed facial recognition technology to conduct mass surveillance and monitor public gatherings. Rights groups reported that these systems were used to identify and target individuals involved in political activities.

Egyptian Government · Incident Feb 24, 2016 · Indexed Jun 10, 2026 · 2 sources

The Egyptian government has used facial recognition technology for surveillance purposes, including monitoring public gatherings and identifying individuals who may be involved in political activities.
What
The Egyptian government deployed facial recognition technology to conduct mass surveillance and monitor public gatherings.
Incident date
Feb 24, 2016
Who
Egyptian Government
Failure mode
Hallucination
AI surface
Computer Vision
Severity
High

What happened

The Egyptian government implemented facial recognition systems to monitor public spaces and gatherings. According to rights groups, these tools were used to identify political activists and track the movement of citizens, in a deployment they said occurred without legal safeguards or data protection regulations.

What broke inside the model

Failure path · mode profile · Hallucination
  1. 01 · TriggerA user asks for a fact, a citation, or a figure.
  2. 02 · Model stepThe model writes a fluent, confident answer.
  3. 03 · Control gapNothing ties the claim back to a real source.
  4. 04 · FailureA fabricated fact ships as if it were verified.
  5. 05 · ConsequenceThe false claim reaches a customer, a court, or the public.

Confidence holds, and even spikes, as the claim detaches from any source.

The failure was one of governance and oversight rather than a technical malfunction. The system lacked essential ethical constraints and regulatory guardrails to prevent mass surveillance. This allowed the technology to be weaponized against civil liberties.

Public visibilityHigh
Regulatory exposureNone
Customer impactMany customers
Financial impactUnknown
Time to disclosureMonths
  1. PrimaryBiometric surveillance - Open Rights Groupecnl.org
  2. PrimaryThe President's Men? Inside The Technical Research Departmentprivacyinternational.org
Permalinkhttps://failureindex.ai/failures/egyptian-government-uses-facial-recognition-public
CitationAI Failure Index. "Egyptian government uses facial recognition for public surveillance" (FI-0480). Realm Labs. https://failureindex.ai/failures/egyptian-government-uses-facial-recognition-public (indexed Jun 10, 2026).
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Data fields CC-BY 4.0, prose citation permitted. Incident ID FI-0480. Full dataset at /data.

Note from Realm Labs, the Index steward

How Realm would have caught this

Controls for this failure mode
  • Prism
  • OmniGuard
  • AI Detection & Response (AIDR)

A runtime layer that watches the model's internal state can flag the moment a model commits to a claim it has no support for, and hold or reroute the response before it reaches a user. Realm reads those signals in real time rather than grading the transcript after the fact.