Local dialects become new weapon in cyber fraud, Jharkhand-based syndicates train fraudsters in regional dialects and accents, Investigators say scam networks are using professionally trained callers to make fraudulent conversations sound authentic and trustworthy
    Date :19-Jun-2026
 
Local dialects become
 
By Chandravir Kumar :
 
CYBER criminals operating across Madhya Pradesh, including the State capital Bhopal, have adopted a highly sophisticated method to trap unsuspecting victims. A technical investigation conducted by the Cyber Crime Branch has revealed that out-of-state cyber fraudsters are systematically learning the local dialects, accents, and colloquial slang of Madhya Pradesh to build instant rapport. By mimicking regional speech patterns during phone calls, these criminals seamlessly convince victims of their local identity, effectively masking the fact that they are operating from remote locations thousands of kilometres away. This deceptive tactic recently claimed a victim in Bagsewaniya, where a retired Government employee was defrauded of Rs 1.5 lakh. The victim received a call from an unknown number where the caller, speaking in a convincing traditional Bhopali accent, claimed that the victim’s electricity bill was overdue and warned of immediate power disconnection. Disarmed by the caller’s localised speech, the elderly resident shared a one-time password received on his phone, resulting in the immediate withdrawal of his funds. Police subsequent tracking located the caller in West Bengal. A similar financial fraud unfolded in Khajuri Sadak, targeting a local business operator who was offered an enticing proposal to increase his credit card limit. The caller manipulated the merchant’s trust by flawlessly utilising the regional rural dialect distinct to Madhya Pradesh. After a significant sum was siphoned from the businessman’s account, a technical analysis conducted by investigators traced the origin of the fraudulent communication directly to the Mewat region in Rajasthan. According to cyber security officials, these incidents represent structured, highly organised operations rather than isolated criminal acts.
 
Recent police raids in cyber-crime hubs like Jamtara and Deoghar in Jharkhand led to the interrogation of arrested suspects, exposing dedicated training regimens where young recruits are coached in regional Hindi dialects. These fraudsters undergo weeks of mock call drills and specialised communication exercises to master localised idioms, accents, and pronunciation before initiating scam campaigns. Investigators have observed that these criminals dynamically alter their linguistic tone based on the specific type of scam they are executing. In severe scenarios like digital arrests, they adopt an authoritative, harsh, and intimidating demeanour, posing as highranking officials from metropolitan police departments, the Central Bureau of Investigation, or customs authorities. Conversely, for everyday utility bill, banking, online trading, or job offer scams, they switch to an extremely warm, polite, and reassuring local rural tone to disarm potential victims. A detailed report compiled by the Cyber Crime Branch indicates that approximately 80 per cent of the financial fraud cases recorded in Bhopal and neighbouring areas originate from West Bengal, Jharkhand, Gurugram and the Mewat region of Rajasthan. Despite these criminals having entirely different native mother tongues, their precise adaptation of Madhya Pradesh’s localised accents makes it exceptionally challenging for ordinary citizens to identify them over phone calls, increasing the success rate of their fraudulent operations. Assistant Commissioner of Police for Cyber Crime Sujeet Tiwari has issued a critical advisory warning citizens to remain vigilant against these evolved tactics. Tiwari emphasised that cyber criminals are undergoing institutionalised training, making caution paramount. He urged the public to never share confidential banking credentials, credit card numbers, passwords, or one-time codes over the phone, reminding citizens that legitimate banks and government departments never request such data, regardless of how familiar or local the caller’s accent sounds.