The midfielder was booked for a reckless tackle on Martin Odegaard and the challenge was soon reviewed by VAR for a possible red card, but referee Michael Oliver's decision stood.
Just six minutes later, Kovacic caught Declan Rice with a late tackle that brought the England international down and although Oliver whistled for a free-kick, he waved away Arsenal's calls for a second booking.