(NewsNation) — Thinking about renting an Airbnb for a Fourth of July blowout? The company’s antiparty technology may have other plans.

Airbnb is rolling out heightened “antiparty measures” across the U.S. for the holiday weekend, using machine learning to block certain higher-risk bookings that could lead to disruptive parties.

Deployed for the fifth consecutive year, the technology analyzes a range of booking signals — including the length of the reservation, the distance between a guest’s location and the listing, the property type and timing of the reservation — to assess potential party risk.

If a booking is flagged as higher risk, guests may be prevented from reserving an entire home and instead redirected to alternative options, such as private room listings.

The crackdown comes as unauthorized parties at short-term rentals continue to generate noise complaints, property damage and, in some cases, violence.

In March, police in Celina, Texas, responded after a party advertised on social media drew hundreds of teenagers to a multimillion-dollar home. As the crowd began to disperse, police heard multiple gunshots, but no one was injured.

The property’s owner told local media that the guests who booked the home through Airbnb lied about their intentions.

Disruptive parties are banned on Airbnb year-round, and the company says fewer than 0.06% of stays in the U.S. in 2025 resulted in a reported party.

During last year’s Fourth of July weekend, more than 20,000 people across the U.S. were redirected from booking an entire home, including about 3,100 in Florida; 3,100 in Texas; and 2,500 in California, according to Airbnb.

The short-term rental platform also reminded parents that minors under 18 cannot book on Airbnb and that adults must be present for the entire stay.

“Anyone who violates these policies could lose their Airbnb account – resulting in upcoming trips being cancelled – and could face financial liability for any property damage during a stay,” the company said in a news release.