Virtualbox Bridge vs NAT (same setup, NAT works but bridge doesn't)

I installed CentOS 7 on a virtualbox machine.
When I set the network to NAT, ping gets packets back, wget gets pages and yum also works.
However, if I shutdown the machine and set the network to Bridge, ping gets packets back but wget and yum hang.

I have the below set up in /etc/sysconfig/nework-scripts/ifcfg-enp03 (but this file is not changed at all. Only the virtualbox setting for network is changed)

TYPE=Etheet
BOOTPROTO=dhcp
NM_CONTROLLED=yes
ONBOOT=yes
NAME=enp0s3
DEVICE=enp0s3
...

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