Actor Ben Mendelsohn, who plays Talos in the series, was seen going into The Piece Hall on Friday.
Kingsley Ben-Adir, who has starred in Vera and Peaky Blinders, was also seen on the same day, along with two actors thought to be Samuel L Jackson's stunt doubles.
There was at least one explosion heard and smoke seen coming from out of the top of The Piece Hall.
Crews have also been at the historic venue, which has been shut for several days so that filming can take place, over the weekend.
The Piece Hall reopens on Tuesday.
1. PICTURE SPECIAL: Star Wars actor Ben Mendelsohn back in Halifax for filming of Marvel's Secret Invasion
Ben Mendelsohn arrives at The Piece Hall in Halifax on Friday.
2. PICTURE SPECIAL: Star Wars actor Ben Mendelsohn back in Halifax for filming of Marvel's Secret Invasion
Actor Ben Mendelsohn, who plays Talos in Secret Invasion, arrived outside the historic venue in a car.
3. PICTURE SPECIAL: Star Wars actor Ben Mendelsohn back in Halifax for filming of Marvel's Secret Invasion
Kingsley Ben-Adir at The Piece Hall in Halifax on Friday
4. PICTURE SPECIAL: Star Wars actor Ben Mendelsohn back in Halifax for filming of Marvel's Secret Invasion
Kingsley Ben-Adir is thought to be appearing as a new character.