The Fried Liver Attack is a line of the Two Knights Defense: 1.e4 e5 2.Nf3 Nc6 3.Bc4 Nf6 4.Ng5 d5 5.exd5 Nxd5? 6.Nxf7. White sacrifices the knight on f7 to pull the black king forward. After 6...Kxf7 7.Qf3+ Ke6 8.Nc3, the king stands on e6 in the middle of the board and White's pieces pour in.
The attack only happens because of Black's 5...Nxd5, a natural recapture that is a mistake. Black's best move is 5...Na5, which attacks the c4 bishop and leads to a respectable gambit for Black. So the Fried Liver is best seen as a trap White sets with 4.Ng5, not a forced win.
4.Ng5 breaks the rule of not moving a piece twice in the opening, and Siegbert Tarrasch famously called it a duffer's move. It is still one of the most practical attacking tries against the Two Knights Defense at club level.