Joss, who has recently signed up to join the Dreamboys tour for a second time, opened up to The Sun about the couple's relationship and admitted Vicky isn't so keen on him getting up close and personal to other girls as part of the stripping troupe.
He said: "Vicky doesn't like the idea of me being around other women and them touching me."
Joss added: "I don't think she'll come and watch the show, she gets a bit jealous. She does get angry with me sometimes. She threw chicken nuggets at me the other day."
The Life On Marbs star was first linked with Vicky after the pair starred alongside each other on the first series of Ex On The Beach. While they dated briefly, things didn't work out and Joss had claimed Vicky wasn't 'girlfriend material.'
He later had a change of heart, though, and revealed he and Vicky had been dating prior to her appearing on I'm A Celebrity Get Me Out Of Here.
While she was in the jungle, Joss admitted he was 'relieved' when Spencer Matthews was forced to leave camp early, as he didn't want to see Vicks sparking up a romance with anyone else.
Joss said at the time: "It does play on my mind that she could get with someone in there. I breathed a sigh of relief when Spencer Matthews left as I thought something could have happened there.
"Maybe I should run into the jungle like Tarzan and tell them to keep their hands off my woman!"
Following Vicky's win on the show, she and Joss were spotted hanging out with one another on her return back to the UK. Earlier this year, the pair had fans questioning if they were now an item, after seeming pretty smitten with each other during Joss' birthday meal in Essex.
However, Vicky has insisted she is single.
Not only has the Geordie favourite been linked to Joss, but there have also been rumours doing the rounds that she is dating her BFF Alex Cannon and model Alex Bowen too.
Jordan Davies even tried to joke he and Vicky had been 'hooking up' on Twitter.
Setting the record straight, Vicky recently told The Daily Star she is too busy to maintain a relationship.
The 28-year-old explained: "I've been linked a lot of guys, but seriously, I would't have the time."
She repeated the same sentiment in a weekly magazine column recently, insisting she is single. While Vicky told readers she 'thinks the world of Joss', she doesn't have the time to be in a serious relationship - no matter how much she would love to settle down.
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