The Uganda Police Force has said two foreign tourists and a Ugandan were Tuesday afternoon killed in Queen Elizabeth National Park.
According to a statement posted on the police X account, the tourists were killed by terrorists.
In the incident, the three were killed, and their safari vehicle burnt.
No suspect was by press time arrested but police said, “our joint forces responded immediately upon receiving the information and are aggressively pursuing the suspected ADF rebels.”
Police Spokesperson, Fred Enanga who on the behalf of the force expressed deepest condolences to the families of the victims, assured the country that the culprits would be brought to book.
The incident comes less than a week after two bombs were linked to public address systems and sent to pastors, disguised as gifts.
Members of the public became suspicious of the devices and told the police.
Commenting about the incident, President Yoweri Museveni blamed the plot on the Allied Democratic Forces (ADF), a militant group linked to Islamic State.
The ADF has not yet commented.
Formed in 1990s, the ADF took up arms against President Museveni, alleging persecution of Muslims.
After suffering heavy setbacks at the hands of the Ugandan army in 2001, it relocated to North Kivu province in neighbouring DR Congo.
The group pledged allegiance to IS in 2016.
It has been blamed for a series of deadly attacks in Uganda, including the killing of more than 40 people, mostly students, at a boarding school in June.
Museveni said the militants had planned to detonate two bombs in churches in Kibibi, about 50km (30 miles) from the capital, Kampala, on Sunday, but the devices “were reported to police and defused”.
“The evil plan was foiled,” he said, urging people “not to accept gifts from strangers”.
Earlier on Sunday, Museveni said Ugandan forces had carried out air strikes against four ADF positions in DR Congo.
“It seems quite a number of terrorists were killed,” the president said.
He warned that the ADF “are re-entering Uganda and trying to commit some random terrorist acts”.
In September, Ugandan police said they foiled a bomb attack in one of the biggest churches in Kampala.
A man suspected of trying to detonate a bomb among worshippers was arrested, police added.