The most common and most likely answer to this crossword clue is the 2 plus 3 plus 6 plus 4 letter word UP THE GARDEN PATH
I've seen this crossword clue in The Guardian
U
P
T
H
E
G
A
R
D
E
N
P
A
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H
More clues leading to the result UP THE GARDEN PATH
Buddy explains!

The straight part
We know that "Where one’s led astray" is the straight/definition part of the clue. The straight part is often a synonym or definition, in this case where one’s led astray = up the garden path.The cryptic/wordplay part
In cryptic crossword there's often an wordplay/cryptic part as well.This part involves a more complex hint, such as an anagram, homophone, hidden word, etc.
Sadly, We don't have an explanation for this specific crossword clue yet.