User Risk Scoring and Behavioral Analytics in CIAM

User Risk Scoring and Behavioral Analytics in CIAM

Introduction Visual Overview: graph TB subgraph "Authentication Methods" Auth[Authentication] --> Password[Password] Auth --> MFA[Multi-Factor] Auth --> Passwordless[Passwordless] MFA --> TOTP[TOTP] MFA --> SMS[SMS OTP] MFA --> Push[Push Notification] Passwordless --> FIDO2[FIDO2/WebAuthn] Passwordless --> Biometric[Biometrics] Passwordless --> Magic[Magic Link] end style Auth fill:#667eea,color:#fff style MFA fill:#764ba2,color:#fff style Passwordless fill:#4caf50,color:#fff In the realm of modern identity management, Customer Identity and Access Management (CIAM) solutions play a pivotal role in securing user interactions while delivering seamless digital experiences. One of the most critical aspects of CIAM is the ability to detect and mitigate risks associated with user behavior. This is where user risk scoring and behavioral analytics come into play. ...

May 24, 2025 路 4 min 路 769 words 路 IAMDevBox
How Account Takeover Scams Are Outsmarting Fraud Detection Systems

How Account Takeover Scams Are Outsmarting Fraud Detection Systems

Visual Overview: graph TB subgraph "Authentication Methods" Auth[Authentication] --> Password[Password] Auth --> MFA[Multi-Factor] Auth --> Passwordless[Passwordless] MFA --> TOTP[TOTP] MFA --> SMS[SMS OTP] MFA --> Push[Push Notification] Passwordless --> FIDO2[FIDO2/WebAuthn] Passwordless --> Biometric[Biometrics] Passwordless --> Magic[Magic Link] end style Auth fill:#667eea,color:#fff style MFA fill:#764ba2,color:#fff style Passwordless fill:#4caf50,color:#fff Account takeover (ATO) scams have become a persistent threat to financial institutions and their customers. While banks and fintech companies invest heavily in fraud detection systems, attackers are continuously evolving their tactics to bypass these defenses. This blog explores how ATO scams are outsmarting traditional fraud detection mechanisms and what financial institutions can do to stay ahead of these threats. ...

May 21, 2025 路 5 min 路 1022 words 路 IAMDevBox