If you walk away from a problem or a difficult situation, you do nothing about it or do not face any bad consequences from it.
The most appropriate strategy may simply be to walk away from the problem. [VERB PARTICLE + from]
No one knows you're a part of this. You can just walk away. [VERB PARTICLE]