Nathan Oduwa's goal in the 33rd minute was added to when substitute Daniel Akindayini hit the target with 20 minutes remaining.
The goals capped a fine performance from our players, who created numerous chances while restricting Fulham to just a handful of their own.
The result, our first point on the road in the Barclays Under-21 Premier League this season, saw us move to the top of the standings with nine games played.
Fulham: Norman, Baba, Evans, Sambou, Buata, Burgess, Eisfeld, O'Halloran (Na Bangna 46), Taggart (Richards 46), David, Plumain. Substitutes (not used): Smile, Warne (GK).
Spurs: McGee, Walkes (Amos 79), Walker-Peters, Lesniak, Khumalo (c), Carter-Vickers, McEvoy, Winks, Oduwa (Sonupe 75), Onomah, Miller (Akindayini 68). Substitute (not used): Miles (GK).