How to improve the speed of brute -forcing web directory

No, you cannot. Although I personally haven’t touched this box yet, I can say that I’ve worked on such boxes that intentionally response very slow. So, that’s probably the way you’re supposed to go through.

No idea what you meant by “exploit” in this context, but I suggest you read what an exploit is.