"In addition to this, the logo also breaches the regulations in relation to what is permitted on wicketkeeper gloves."
According to the ICC rules from the World Cup clothing and equipment regulations manual, only two manufacturer identifications can be sported at the back of each glove.
Also, the logos on the glove should not have a political or racial connotation of any sort.
The gesture by Dhoni gained widespread attention on television and on social media in India, with #DhoniKeepTheGlove trending on Twitter.
BCCI responded by sending a formal request to the ICC, stressing the logo was "not the paramilitary regimental dagger that is embossed on his gloves. So Dhoni is not in breach of ICC regulations". India's sports minister Kiren Rijiju said the government did not interfere in "matters of sports bodies".
"But when the issue is related to the country's sentiments, then the interest of the nation has to be kept in mind. I urge the BCCI to take appropriate steps on the issue," he tweeted.
The Indian team though did not comment on the matter.
It is believed Dhoni is likely to continue to wear the same gloves but cover the insignia with tape.
In March, the team wore camouflage-style caps provided by Dhoni during a one-day game against Australia as a tribute to the Indian armed forces after 40 troops were killed in a suicide bomb attack in Kashmir.
The ICC has previously ruled against players making political statements, banning England all-rounder Moeen Ali in 2014 from wearing wristbands saying "Save Gaza" and "Free Palestine".
The Alternative Commentary Collective are podcasting their way through the World Cup. Known for their unconventional sports analysis and off-kilter banter, the ACC have come to ask the tough questions. Here's the latest episode of 'The Agenda':
WARNING: GRAPHIC CONTENT