This online news medium understands that the arrest was made on Tuesday night in Ibadan, the Oyo State capital.
He was arrested along with his brother-in-law Alabi Okikiola and his friend Jonas Okwuwe.
According to the EFCC, the Ibadan-based side confirmed that Oginni who has not been training for some time now is their player.
“Their arrest followed a petition from a neighbour, who raised high suspicion on the reckless and flamboyant life the suspect lived, without any known reasonable source of income,” the agency said in a statement.
The EFCC said Oginni is an Ordinary National Diploma (OND) Part 1 student at Ibadan Polytechnic, while Okwuwe said he is a Computer Science graduate from the Auchi Polytechnic.
Oginni’s brother-in-law, Okikiola, has a Higher National Diploma (HND) in Accounting from the Polytechnic Ibadan.
EFCC said it will take the suspects to court after completion of investigations, also.