The angry students who have been demanding provision of wi-fi in the campus, hurled objects at the minister's cavalcade, a police official said.
"Some people were trying to throw eggs at the minister. They have been taken away by the police. I have no idea about the number of people being picked up by the police," Dr Ashok Kumar Das, Vice-Chancellor of Utkal University said.
The minister, however, claimed that he has not seen anybody hurling eggs at him.
The police official said a group of eight to ten students came in front of the minister's vehicle and pelted objects when the vehicle slowed down, few meters away from the varsity gate.
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The minister was on way to attend an international seminiar organised by Kalinga Lanka Foundation in the campus auditorium.
"The govenrment is not bothered for the development of the varsity campus. Party work was going on in the campus so we pelted eggs in protest against it," said a student.
The BJP workers protested the minister's visit demanding adequate compensation for the families of farmers who committed suicide due to crop loss and debt burden.