Ghosts on the Road: Why Illegal Number Plates Are a Threat We Can’t Ignore

Illegal number plates have rapidly become one of the UK’s most damaging road safety and enforcement challenges. As highlighted in the Ghosts on the Road inquiry from the APPG for Transport Safety, the UK’s enforcement ecosystem is increasingly being undermined by ghost plates, cloned plates and non-compliant suppliers operating with minimal oversight. These weaknesses impact everything from road charging and MOT compliance to serious organised crime detection.

MAV Systems — a long-established leader in ANPR innovation — contributed technical insight to the inquiry, offering practical, real-world evidence from frontline ANPR deployments and demonstrating how advanced detection capabilities can close this widening enforcement gap.

The Solution

To address the core vulnerabilities identified by the inquiry, MAV deployed its AiQ ANPR platform enhanced with integrated GhostPlate™ analytics — technology specifically developed to identify number plates engineered to evade ANPR. By combining high-contrast plate capture, pixel-level anomaly detection and behavioural analysis (including make/model/colour verification and impossible journey checks), AiQ provides enforcement partners with a reliable method of identifying and flagging illegal plates at scale.

Rather than relying solely on regulatory reform, MAV’s technology supports a proactive, intelligence-driven approach, allowing authorities to identify high-risk vehicles, target enforcement resources, and prevent criminals and non-compliant motorists from disappearing into “ghost ownership.”

Technology

• AiQ ANPR platform with GhostPlate™ detection
• Advanced vehicle intelligence (MMCR, anomaly analysis, journey mapping)
• High-reliability roadside and mobile deployment support

Results & Impact

MAV’s contribution to the inquiry demonstrated how modern ANPR technology can directly address plate-based evasion — a challenge that traditional enforcement and legacy cameras struggle to manage. AiQ’s GhostPlate™ capabilities provide enforcement teams with meaningful intelligence on plates that appear visually normal but fail under infrared or exhibit inconsistencies invisible to human operators.

By enabling detection of cloned and stealth plates, the technology reduces false positives, protects compliant motorists, and strengthens the accuracy of enforcement data. MAV’s findings supported the inquiry’s call for a national reset in plate regulation, and the evidence provided is now helping shape how UK authorities adapt enforcement to stop revenue loss, improve safety and combat organised crime.

Importance

• 1 in 15 – Vehicles estimated to be using non-compliant or modified plates in parts of the UK
• 40% – Taxis in some enforcement operations found using ghost or stealth plates
• Over 250,000 – Individual cases of evasion linked to a single vehicle using illegal plates
• 18,000+ – ANPR cameras nationwide impacted by unreadable or manipulated plates