Sophisticated criminal networks are exploiting artificial intelligence and synthetic identities to target the multi-billion-dollar auto lending ecosystem, according to a new report by the National Insurance Crime Bureau.

Organized criminal networks have shifted their attention from traditional vehicle thefts to the more lucrative and complex target.

National fraud exposure in auto lending has reached an estimated $10.4 billion, with total projected losses expected to rise even higher in 2026, the non-profit insurance fraud tracker said.

“Vehicle finance fraud has evolved from isolated credit misrepresentations into an organized, digital criminal industry that touches dealerships, lenders and insurers,” said NICB Chief Operating Officer Timothy R. Slater. “Stopping these networks requires shifting away from reactive, siloed defenses toward standardized and synchronized cross-industry reporting.”

Recent industry studies indicate that up to 24% of all auto loan defaults may be linked to fraud, with 77% of auto dealerships reporting an increase in fraudulent activity over the past two years, the NICB noted.

First party fraud, in which individuals or fraud rings misrepresent income, employment, or repayment intent using their own or synthetic identities, now accounts for nearly 70% of all vehicle finance fraud.

Borrowers flagged as likely synthetic identities default at a rate 12.5 times higher than typical consumers, producing average losses between $22,000 and $50,000 per case, dwarfing typical losses seen in credit cards or personal loans.

Key Schemes and Emerging Vulnerabilities Driving the Rising Crime:

• Synthetic Identity and Automated Bot Attacks: Synthetic identity fraud powers an estimated 80% to 85% of identity-based vehicle financing schemes.
• Credit Bust-Outs and “Sign-and-Walk” Rings: Applicants submit inflated or AI-fabricated pay stubs, bypassing early default flags.
• Credit Washing and False Theft Claims: Suspected credit washing surged 228% between early 2024 and mid-2025, with bad actors submitting forged FTC dispute affidavits and police reports claiming identity theft to suppress derogatory trade lines and secure fresh auto financing.
• Enforcement and Reporting Disconnects: Current federal crime definitions exclude fraud and forgery-based acquisitions from motor vehicle theft statistics and focused enforcement efforts, obscuring the scale of criminal vehicle acquisition.

To combat auto finance crime, NICB states that it works in close coordination with local, state and federal law enforcement agencies, member special investigation units, fusion centers, and state fraud bureaus.

The insurance fraud fighting non-profit also advocates for the modernization of state and federal statutory frameworks to close gaps exploited by synthetic identity rings, including the recent enactment of Oklahoma House Bill 3244, which established aggravated identity theft penalties and enhanced data-sharing, and continues to champion Minnesota H.F. 3826 to expand prosecutorial subpoena power and criminalize forged digital likenesses.