Security Footage of Kim Kardashian West’s Alleged Robbers Surfaces

Security footage of the five men believed to be behind Kim Kardashian West‘s robbery in Paris has surfaced.

In a video obtained by French news outlet M6 Info, the five alleged robbers were captured by a side-street camera directly around the corner from the No Address Hotel, where Kardashian West was held at gunpoint by masked men who stole millions of dollars worth of jewelry on Oct. 3.

The CCTV footage shows the five alleged robbers approaching the hotel. The individuals are not identifiable, but the timing and the number of men on camera matches details of the crime.

At 2:19 a.m., three men on bikes wearing reflective vests can be seen passing by. About 10 minutes later, they were followed by two men on foot.

At 3:07 a.m., the two pedestrians can be seen walking by again, this time in the opposite direction. Though not running, the men are walking at a brisker pace. Just one minute later, they’re followed by the two cyclists, and a few seconds later, the third. The third man is cycling a little more slowly than the other two, and appears to have a bag attached to the handlebar — believed to be the bag in which the robbers collected their loot.

While the footage is important in the investigation, the images are not clear enough to identify the men and so far, police have not said if they have any leads on the perpetrators.

Kardashian West, 35, has largely remained under the radar since the incident, spending almost all of her time at home in Los Angeles with her daughter North, 3, and son Saint, 10 months. A source told PEOPLE this week she “is still having a difficult time” and “has zero desire to resume her old life.”

While her sisters have all gradually returned to social media and resumed posting content on their apps, Kardashian West’s Twitter, Instagram and Snapchat have all gone radio silent.

Speaking to E! News on Tuesday, Kardashian West’s mother Kris Jenner said her daughter would take her time coming back into the spotlight.

“It’s a process,” said Jenner, 60. “One day at a time. It’s a process.”

Kardashian West’s sister Kourtney Kardashian also spoke out this week.

“[Kim’s] not doing great,” admitted Kourtney, 37, during a video interview with Australia’s TODAY Extra. “I think we’re all really still shaken up and I just — you know, I think she has a big supportive family and I know that all the traumatic things that we’ve been through, we get through them together as a family. And that’s what family’s all about.”

Keeping Up with the Kardashians returns Sunday at 9 p.m. ET on E!