Consider a simple, 1-round Feistel network.
Because the ciphertext is essentially $(L_1,R_1)$, if one knows the plaintext $(L_0,R_0)$, the only unknown left is $K$.
However round functions in Feistel networks are not necessarily invertible. For example, one could in principle use a cryptographic hash as a round function.
The Feistel network equation would become:
$R_1=L_0 \oplus \operatorname{sha2}(R_0,k_1)\\L_1=R_0$
One could XOR $R_1$ (known ciphertext) and $L_0$ (known plaintext), thus obtaining $\operatorname{sha2}(R_0,k_1)$, but this would not yield the key unless one uses brute force.
Clearly brute force is always possible - and there are other issues with a 1-round Feistel network, for example it leaks half of the plaintext - but I was wondering.
When one talks about KPA against 1-round Feistel networks, is it implicit that brute force can be used in the end to obtain $k$, for non-invertible round functions?