Berlin (AFP) - German police have arrested two Algerians they suspect of links to the Islamic State group and are hunting for two others in operations in Berlin and other regions, they said Thursday.

German police have arrested two Algerians they suspect of links to the Islamic State group and are hunting for two others in operations in Berlin and other regions, they said Thursday.

The suspects targeted by police lived in refugee shelters, according to German police.

"The refugee shelters where the suspects lived were searched," Berlin police spokesman Stefan Redlich told news channel N24, according to AFP.

A report from German newspaper Bild states that an attack was being planned at Alexanderplatz, a large square and transport hub in Berlin.

The Berlin prosecutor Martin Steltner declined to comment on reports that Alexanderplatz was targeted, but acknowledged that according to their information the people arrested were planning an attack on Berlin.

The four "from the jihad scene are under investigation over suspicions that they are planning a serious act threatening the security of the state", Berlin police told AFP.

One of the two arrested is sought by Algerian authorities for his links to ISIS, police said.

"Investigations show that he has been trained militarily in Syria," they said in a statement.

The second Algerian was arrested for having falsified identity documents.

A woman was also detained in the course of the raids, although police did not specify the reason for the arrest.

Some 450 officers took part in the operation sweeping Berlin, and the states of North Rhine-Westphalia and Lower Saxony.

Since the November Paris attacks in which ISIS gunmen and suicide bombers attacked Paris nightspots, killing 130 people, German authorities have issued terrorism alerts on several occasions.

In November, a Germany-Netherlands football match was called off and on New Year's Eve, several Munich subway stations were closed over such threats.