The victims were approached by the man and stabbed, RTL reported, adding that one woman was injured in her arm, one more victim has throat and spine injuries and the third woman managed to flee from the scene.
However, following the incident, all three women have been hospitalized.
Media reports on their injuries differ; according to France Info, one woman was wounded in a belly, and another one was stubbed in a chest.
READ MORE: UK Hospital in Lockdown After Nurse Stabbed
According to France Bleau, the attacker was mentally unstable.
The train station is now on lock-down. Police are currently investigating whether the case is terrorism-related.
No official comments on the incident have been made yet and a possible reason behind the attack remains unknown.