KABUL: A Taliban suicide car bomber struck a French restaurant popular with foreigners in the Afghan capital on Friday, killing at least two people in a New Year's day attack that marks the latest in a series of brazen insurgent assaults.

Fifteen others were wounded in the attack on Le Jardin, an Afghan-owned eatery, which caused a piercingly loud explosion and left a building engulfed in flames.

The attack comes a day after Afghanistan announced four-way talks in Pakistan on January 11, aimed at jump-starting peace negotiations with the resurgent Taliban.

Read more: Conflicting dates announced for quadrilateral Afghan talks

“We can confirm a suicide car bomb attack on Le Jardin,” Fraidoon Obaidi, the head of Kabul's Criminal Investigation Department, told AFP.

“We are busy extinguishing the fire at the scene... two Afghans have been killed and 15 others wounded,” he added.

The Italian-run Emergency Hospital in Kabul said on Twitter that the fatalities included a 12-year-old boy who was declared dead on arrival.

Security forces cordoned off the area and firefighters and ambulances were seen rushing to the restaurant, which sports a large garden festooned with rose bushes and is a popular hangout for foreigners and wealthy Afghans.

Taliban spokesman Zabihullah Mujahid on Twitter claimed several foreigners had been killed and wounded in the suicide attack.

Taliban insurgents routinely exaggerate the death toll in attacks on government and foreign targets.

Friday's bombing evoked memories of an audacious Taliban attack on another restaurant popular with expats, the Taverna du Liban, in January 2014, which left 21 people dead, including 13 foreigners.

Read more: Up to 21, mostly foreigners, killed in Kabul suicide attack

Uncertainty over talks

The latest attack comes just days after Army Chief General Raheel Sharif visited Kabul to try to prepare the ground for fresh peace talks with the resurgent Taliban.

Both sides agreed to hold a first round of dialogue between Afghanistan, Pakistan, US and China on January 11 to lay out a comprehensive road-map for peace, officials in Kabul said.

Pakistan hosted a milestone first round of talks in July but the negotiations stalled when the insurgents belatedly confirmed the death of longtime leader Mullah Omar.

Read more: Mullah Omar did not die in Pakistan, say Afghan Taliban

Afghanistan sees the support of Pakistan as vital to bring the Taliban to the negotiating table.

But despite the growing bonhomie with Islamabad, analysts caution that any substantive talks are still a long way off.

Read more: One person killed as suicide car bomb strikes near Kabul airport: officials

On Monday, just a day after Nawaz's visit, a Taliban bomber detonated an explosives-packed vehicle near Kabul airport, killing one civilian in an attack targeting a Nato convoy.

Observers say the intensifying insurgency highlights a push by the Taliban to make more military gains to try to achieve greater concessions during talks.

Read more: Nato ends combat mission in Afghanistan after 13 years