•  Drake and Rihanna are performing on stage at the BRIT Awards 2016 on February 24, 2016 in London, England.

Drake and Rihanna are performing on stage at the BRIT Awards 2016 on February 24, 2016 in London, England. (Photo : Getty Images/ Ian Gavan)

Drake and Rihanna have been hitting the headlines in the recent months, and this week, the former couple even added fuel to the flames that they are dating again.

An insider told PEOPLE that they have been secretly dating for months, and they are just keeping mum to keep their relationship private this time. On May 4, Wednesday, Drake and Rihanna performed at the Anti World Tour in Los Angeles, and showed their unquestionable chemistry when they performed their newest collaboration, "Work."

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Drake and Rihanna had an intimate dance number while performing their collaboration on stage. She grabbed him, by pulling his jacket as she danced sexily with the "Views" rapper.

Right after the concert, pop stars Drake and Rihanna met at The Nice Guy for the after-party celebration. The source told the publication that the rumored duo danced all night together, and were very affectionate to each other.

"They have been keeping it a secret because this time around, they want to do it right and keep their relationship private," the source added.

Drake, whose album "Views" sold 1.2 million copies in six days, insinuated at his close connection again with Rihanna. In an interview with Zane Lowe on Apple Music's OVO Sound Radio, Drake said that he and RiRi have a lot of genuine music and energy, and their chemistry is what makes their work better.  

Drake and Rihanna started to fuel romance when they were seen together at the Lucky Strike bowling alley in New York in May 2009. His song "Fireworks" was reportedly about their first date. After she cleared up the dating rumors some months after, Drake confessed that they were seeing each other.

In 2011, RiRi released "What's My Name" that featured the Canadian singer. Their chemistry in the music video, made fans wonder if there's something going on between the two.  The same year, Drake and Rihanna performed at the Grammys that only intensified the rumors even more.

Drake and Rihanna's closeness even ended in a fight with Chris Brown, her former boyfriend. "The Hotline Bling" rapper Drake seemed to cool down his relationship with Rihanna until she was seen supporting him at his Coachella performance in May 2015.

Neither Drake nor Rihanna has commented on the dating issues.  

Watch the video below about the rumors that Drake and Rihanna are secretly dating: