The protesters, led by BJYM president Anurag Thakur, raised slogans demanding the sending of a strong message to Pakistan that such incidents will not be tolerated.
Police used water canons to disperse the demonstrators as they tried to break barricades while trying to approach towards Antony's official residence at 9 Krishna Menon Marg in central Delhi.
Earlier, making a suo motu statement in both Houses of Parliament, Antony said the attack on Indian soldiers was carried out by "terrorists along with persons dressed in Pakistan Army uniform" and India will take all necessary steps to uphold the sanctity of the Line of Control (LoC).
