Beyond the Credit Score: A Technical Playbook for Using Email, Phone, and IP Signals to Detect Synthetic Identity Fraud in Lending

Synthetic identity fraud is a sophisticated and rapidly growing threat in the lending industry. Unlike traditional identity theft, where a fraudster steals a real person's identity, synthetic identi...

6 Reader,

5m reading

Fintech Account Takeover: A Playbook for Correlating Phone, IP, and IBAN Signals in Real-Time

Account Takeover (ATO) fraud is a significant threat to the financial technology sector, where criminals gain unauthorized access to user accounts to steal funds and sensitive data. The speed and di...

8 Reader,

18m reading

Unmasking Sock Puppet Armies: A Marketplace’s Playbook for Linking Phone Scoring and IP Intelligence

Fake reviews, manipulated ratings, and widespread spam can quickly erode the trust you've built with your users. If you run an online marketplace, you're not just managing transactions; you're culti...

13 Reader,

11m reading

The Bust-Out Fraud Playbook: How to Link BIN, Email, and Phone Data to Predict Hit-and-Run Scammers

Bust-out fraud is a calculated, deceptive scheme where a criminal builds a seemingly normal history with a business before maxing out their credit line and vanishing without a trace. This "hit-and-r...

29 Reader,

11m reading

Anatomy of a Bust-Out: How to Detect Planned Credit Fraud Using Transaction, Email, and Phone Scoring APIs

Bust-out fraud is a calculated, long-con scheme where a fraudster (or a ring of them) establishes a seemingly legitimate credit history with the sole intention of maxing out the credit line and vani...

39 Reader,

13m reading

Beyond 2FA: A Technical Guide to Detecting SIM Swap Fraud with Phone, IP, and Transaction APIs

Two-factor authentication (2FA) has long been the gold standard for securing online accounts, providing a crucial second layer of defense beyond a simple password. However, what happens when the "so...

59 Reader,

13m reading

#Fraud-Detection

Profanity Detection: How AI Can Help Maintain Online Etiquette

ction Profanity is a prevalent issue in today's society, with offensive language being used in various forms of communication, from social media to everyday conversations. As such, the need for profa...

3.3K Reader,

8m reading

#Fraud-Detection

The Rising Threat of Disposable Email Addresses in Payment Fraud

ction The current digital era leads online merchants to increasing challenges from growing customer expectations, fierce marketplace competition, and the rising security threat wrought by hackers. Am...

3.1K Reader,

6m reading

#IP-Geolocation

Best IP Address Lookup Tools In 2025

ction One of the biggest concerns for businesses is making sure their users are real and not bots or worse, fraudsters. Ensuring customer verification's safety and correctness is essential for online...

3.1K Reader,

6m reading