The encounter, which took place in a parking lot outside of a Louisville restaurant, was captured on camera by one of the protesters. In the video, you can hear the group of protesters chanting “vote you out!” and “abolish ICE!” to the Republican senator from Kentucky. One man can be heard calling the senator “turtle head” and repeatedly saying “we know where you live” as the senator and two dining companions climb into their parked vehicle.

McConnell did not respond to the protesters’ comments. The Washington Post was first to report the video Sunday.