give the slip
give the slip {v.}
To escape from (someone); run away from unexpectedly; sneak away from.
An Indian was following, but Boone gave him the slip by running down a hill.
Some boys were waiting outside the school to beat up Jack, but he gave them the slip.
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Source: A Dictionary of American Idioms