Spurs could have gone down to 10 men as Kane’s studs caught the ankle of Robertson, but the referee showed a yellow card and the VAR didn’t intervene.
Liverpool and Tottenham Hotspur played out a thrilling 2-2 draw in the Premier League fixture in North London on Sunday.
Tottenham suffered a humiliating 2-1 defeat against Slovenian minnows NS mura in the Europa Conference League group stage fixture in Maribor on Thursday.
Antonio Conte began his stint as the head coach of Tottenham Hotspur with a 2-1 win over Leeds United on Sunday.
Abraham left Chelsea to move to the Italian capital in the summer and has hit five goals so far this season for Roma.
Harry Kane scored a first half hat-trick as England thrashed Albania 5-0 in the World Cup qualifiers at Wembley on Friday.
Harry Kane's brother Charlie is his agent and was roundly criticised for his handling of a potential move to Manchester City.
The English captain has only scored one Premier League goal for Tottenham this season and is without a goal in his last five games.
Tottenham Hotspur beat Newcastle United 3-2 in the Premier League fixture on Sunday at St. James’ Park.
Tottenham Hotspur have lost their last three Premier League games and are looking like a team lacking confidence and spark.