Fraud Briefing

A curated intelligence snapshot of fraud incidents, regulatory actions, and emerging threat patterns detected in the past 24 hours across India's BFSI sector.

Regulatory and Compliance (3 items)

1. RBI fines Canara Bank Rs 41.8 lakh for KYC and inoperative account non-compliance

RBI penalised Canara Bank Rs 41.80 lakh for failing to upload KYC records to the Central KYC Records Registry (CKYCR) within prescribed timelines, and for incorrectly classifying accounts as inoperative despite qualifying transactions.

Entity involved: Canara Bank

2. RBI fines Bandhan Bank Rs 41.8 lakh for KYC non-compliance

Bandhan Bank received a monetary penalty of Rs 41.8 lakh from RBI for non-compliance with KYC directions and related regulatory norms, including failure to conduct periodic risk categorisation reviews and director-loan irregularities.

Entity involved: Bandhan Bank

3. MHA I4C issues critical advisory on AI deepfake threats to Video-KYC systems

India's Cybercrime Coordination Centre (I4C) issued an alert warning that AI-generated deepfakes and synthetic identities are being used to bypass facial authentication and Video-KYC systems in the financial sector. Criminals collect victims' facial recordings via fake video calls or social media, then create deepfake videos to pass liveness detection.

Entity involved: All banks and regulated entities using Video-KYC

New Fraud Typologies and Scams (3 items)

1. AI deepfake attacks targeting Video-KYC authentication systems at scale

High risk

Cybercriminals collect victims' facial recordings via fake video calls, fraudulent job interviews, or social media interactions. These recordings are used to create deepfake videos that bypass Video-KYC and facial recognition checks to open fraudulent accounts or authorise transactions.

2. BSNL KYC SIM suspension phishing scam; PIB Fact Check confirms notices are fake

Medium risk

Fraudsters circulated fake official-looking notices claiming BSNL is suspending SIMs due to KYC non-compliance, pressuring users to click phishing links or call fake helplines to reactivate their numbers and surrender credentials. PIB Fact Check confirmed on June 7, 2026 that BSNL issued no such notices.

3. Fake loan app fraud surge in 2026; six apps taken down by Centre in May, more active via sideloading

High risk

Unauthorised loan apps target low-income individuals with promises of instant approval; once personal data and KYC documents are collected, victims are extorted with morphed images, charged hidden fees, or have their contacts harassed. Six such apps were taken down by the Centre in May 2026; hundreds more remain accessible via sideloading.

Institutional Impact (3 items)

1. Indian-American arrested in US for nearly $100 million bank fraud using forged mortgage documents

Mahender Makhijani (44), controlling a Newport Beach-based firm, was arrested in California on June 11, 2026 for allegedly defrauding a US bank of nearly $100 million by forging title records on real estate loan insurance policies between September 2024 and April 2025. Faces up to 30 years in prison.

Impact: Cross-border document fraud using forged title records; highlights vulnerability of mortgage-backed lending to identity and document manipulation at scale.

2. Canara Bank and Bandhan Bank RBI penalties signal KYC compliance failures across the sector

Both banks face reputational risk from public disclosure of KYC compliance failures. Regulators are signalling increased scrutiny of dormant account and KYC management practices across the sector, with two Rs 41.8 lakh penalties issued in quick succession.

Impact: Two simultaneous Rs 41.8 lakh penalties signal escalating RBI scrutiny of KYC registry compliance and inoperative account classification across banking institutions.

3. Vedanta Group under ED scrutiny for FEMA violations; multi-location searches completed

Multi-location ED searches at Vedanta Group premises (Delhi, Mumbai, Udaipur) signal serious regulatory scrutiny of the group's cross-border financial arrangements; Vedanta confirmed cooperation with authorities. No arrest announced.

Impact: Ongoing FEMA investigation adds regulatory and reputational risk to Vedanta's debt restructuring and demerger plans.