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Block Ciphers and (Non-)Generic Attacks

I am currently reading through Cryptography Engineering and came across this definition of block cipher security:

Definition 2 An attack on a block cipher is a non-generic method of distinguishing the block cipher from an ideal block cipher.

Reading further, I find myself struggling to understand what the authors mean by a "non-generic attack" (and, conversely, a "generic attack"), which may be explained by what they say near the end of the relevant section:

That's why nobody has been able to formalise a definition of generic attacks and block cipher security.

Would anyone like a shot at attempting a definition of a generic attack and of a non-generic attack, particularly with respect to block ciphers?