Tayor Swift reportedly flirted with Australian actor Brenton Thwaites following her appearance at the Toronto Film Festival on Sept. 9.

After attending the premiere of One Chance, Swift, 23, went to a private party at Soho House where she met Thwaites, 24. They talked for an hour in a booth together while "making each other laugh," an onlooker told Us Weekly. At the film festival to promote his flick Oculus, Thwaites "had his arm around her back" and "she touched his leg a few times. They seemed very into each other," the witness added.

The pair also posed for photos together at the party, with Swift wearing a white gown with side cutouts and Thwaites sporting a navy suit and a white shirt.

Click here to see a photo of Swift and Thwaites posing together.

Thwaites' acting credits include the 2012 TV movie Blue Lagoon: The Awakening, the Australian soap opera Home and Away and a role as Prince Phillip in Angelina Jolie's Maleficent. He also played Luke Gallagher in the TV series SLiDE. Thwaites is currently filming the 2014 film Ride alongside Luke Wilson and Helen Hunt, according to IMDb.

Monday marked Swift's first visit to the Toronto Film Festival. She wrote the end credit song for One Chance, which a comedy about an aspiring singer who becomes a reality-show sensation. Swift's last known boyfriend was One Direction's Harry Styles, whom she took a photo with at the MTV Video Music Awards in Brooklyn on Aug. 25.

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Taylor Swift