
On 20 November 2015, Islamist militants took 170 hostages and killed 20 of them in a mass shooting at the Radisson Blu hotel in Bamako, the capital city of Mali. Malian commandos raided the hotel and freed the surviving hostages. Al-Mourabitoun claimed that it carried out the attack "in cooperation with" Al-Qaeda in the Islamic Maghreb; an Al Qaeda member confirmed that the two groups cooperated in the attack.

On 20 February 2015, Al-Shabaab militants launched a surprise attack on the Central Hotel in Mogadishu, Somalia, where various Federal Government of Somalia officials had gathered for Friday prayers at the compound's mosque. Between 11 and 25 people were killed, including the suicide bomber, local deputy mayor and two MPs. The Federal Cabinet subsequently announced the formation of a security committee to probe the circumstances surrounding the attack, as well as a ministerial committee to follow up on the situation. Security forces thereafter apprehended a number of suspects, and deployed more police and soldiers onto the city's main roads.
In January 2015, the Corinthia Hotel in Tripoli was attacked by men affiliated with the Islamic State of Iraq and the Levant (ISIL). The hotel was popular with foreign officials and government workers; it had previously housed the Libyan Prime Minister.

On 2 April 2015, gunmen stormed the Garissa University College in Garissa, Kenya, killing 148 people, and injuring 79 or more. The militant group and Al-Qaeda offshoot Al-Shabaab, which the gunmen claimed to be from, took responsibility for the attack. The gunmen took over 700 students hostage, freeing Muslims and killing those who identified as Christians. The siege ended the same day, when all four of the attackers were killed. Five men were later arrested in connection with the attack, and a bounty was placed for the arrest of a suspected organizer.

On 27 March 2015, Al-Shabaab militants launched an attack on the Makka al-Mukarama hotel in Mogadishu, Somalia. The siege ended a few hours later on 28 March, after a special forces unit of the Somali Armed Forces stormed the premises, recaptured it, and killed all five of the attackers. According to the Ministry of Information, around 20 people died during the standoff, including the perpetrators, security forces, hotel security guards and some civilians, with around 28 wounded. The special forces also rescued more than 50 hotel guests. President of Somalia Hassan Sheikh Mohamud ordered an investigation into the attack, and the Ministry of Information announced that the federal government was slated to pass new laws to curb illicit firearms. On 8 May, the Makka al-Mukarama hotel officially reopened after having undergone renovations.

On 14 April 2015, Al-Shabaab militants launched a suicide car bomb and shooting attack on the Ministry of Higher Education and Ministry of Petroleum and Resources building in Mogadishu. Special forces quickly reseized the compound, killing the attackers.

The Monte Tchota massacre was a mass shooting that occurred at the Monte Tchota army barracks in Cape Verde in the early hours of 25 April 2016.
On 15 January 2016, gunmen armed with heavy weapons attacked the Cappuccino restaurant and the Splendid Hotel in the heart of Ouagadougou, the capital of Burkina Faso. The number of fatalities reached 30, while at least 56 were wounded; a total of 176 hostages were released after a government counter-attack into the next morning as the siege ended. Three perpetrators were also killed. The nearby YIBI hotel was then under siege, where another attacker was killed. Notably, former Swiss MPs Jean-Noël Rey and Georgie Lamon were killed. Responsibility for the attack was claimed by Al-Qaeda in the Islamic Maghreb (AQIM) and Al-Mourabitoun.

On 21 February 2014, Al-Shabaab militants launched a surprise attack on the Somali presidential palace Villa Somalia in Mogadishu, where the president and speaker of parliament live and have their offices. All nine of the attackers were slain during the ensuing shootout with palace guards and security, with at least five Somali security officials also killed.

On Saturday, 21 September 2013, four masked gunmen attacked the Westgate shopping mall, an upscale mall in Nairobi, Kenya. There are conflicting reports about the number killed in the attack, since part of the mall collapsed due to a fire that started during the siege. The attack resulted in 71 total deaths, including 62 civilians, five Kenyan soldiers, and four attackers. Approximately 200 people were wounded in the mass shooting.