Islamist fighters set off a bomb then stormed a government building in Somalia’s capital, killing at least five civilians, the ministry of information said.

Attackers from the al Shabaab group charged into the block that houses the office of Mogadishu’s mayor at about noon on Sunday and got caught in a firefight with security forces, the ministry and witnesses said.

Security killed six of the militants and cleared the area by about 6pm local time, the ministry said on its Facebook page.

Al Shabaab has stepped up attacks in a show of resilience since President Hassan Sheikh Mohamud’s government launched an offensive against the al Qaeda-linked group in August.

“We were in the office and we were deafened by a blast. We ran out. Gunfire followed,” Farah Abdullahi, who works in the mayor’s office, told Reuters.

Abdikadir Abdirahman, director of Aamin Ambulance Services, gave a higher estimate of the death count, saying it had transported the bodies of eight civilian victims.

At least another 16 people were injured in the attack, he added.

The mayor’s office is in the local government headquarters building in a well-guarded area of Mogadishu.

Roads in the area have concrete barriers and multiple roadblocks. The building is about 1.5 kilometre away from Villa Somalia, the president’s office.

Al Shabaab said in a statement its suicide bombers struck, “then foot fighters entered the building after killing the building guards”.

The movement, which has been fighting the government since 2006 and seeking to impose its own interpretation of Islamic law, frequently carries out bombings and gun attacks across the country.

In a sign the government was expanding its offensive against the group into the country’s south, state TV for Jubbaland, one of the country’s semi-autonomous states, reported on Sunday that regional and Somalia federal forces had launched attacks on al Shabaab and taken control of the town of Janay Abdale from the militants.

By Abdi Sheikh in Mogadishu