Robust fraud detection and prevention is a vital part of the ID Ecosystem. There are a host of specialist providers that allow organisations and identity providers to manage their fraud risks. These include: • Data Anomaly Detection • Device Risk • Negative data indicators • Behavioural / Biometric anomalies • Fraud Analytics and Scoring • Information Sharing (Shared Signals) • Referral, Investigation and Case Management