The third round tie against The Eagles will be played at Selhurst Park in the week commencing 4th November.
The full draw:
Blackburn Rovers v Walsall
West Ham United v Oldham Atheltic
Newcastle United v Everton
Wigan Athletic v Manchester City
Sheffield United v Leeds United
Crystal Palace v Coventry City
Ipswich Town v Middlesbrough
Birmingham City v Preston North End
Arsenal v Sunderland
Burnley v Tottenham Hotspur
Liverpool v Southampton
Wimbledon v Rotherham
Manchester United v Leicester City
Oxford United v Aston Villa
Chelsea v Gillingham
Fulham v Bury
All ties to be played week beginning Monday 4th November.