The 33-year-old gave a surprise performance at New York City's Bowery Ballroom in the early hours of Wednesday morning and during the gig attacked the country singer.
Kanye famously ruined the Mine singer's acceptance speech by snatching the microphone off her and saying she did not deserve to win at the 2009 MTV Video Music Awards.
And he has once again slammed Taylor, suggesting she used the VMA incident to boost her fame.
He said: 'Taylor never came to my defence at any interview.
'And rode the waves and rode it and rode it.'