Geuksosu - Vol. 2 Ch. 34

[MangaDex]

 

[Huichelaar]

Very much seems like self-defense to me? As far as I can tell none of the aggressors surrendered and some of them were armed? just because she managed to survive with 'minimal' damage to herself doesn't mean it's no longer self-defense.