Binary analysis starts with the understanding of different file formats. Fortunately, there are several tools (e.g., CFF explorer, FileAlyzer) which help you to understand their internal structure, however, most of these tools are not generic enough and do not expose APIs or SDKs. As a result, when automated analyis is required you have to implement your own scripts to parse those binaries. It may bring you some joyful moments at the beginning, but after your third parser you realize that this is not necessarily the thing you would like to spend your RE hours with.
The solution is a domain-specific language
To resolve these issues a DSL (domain-specific language) called Kaitai Struct was suggested by Mikhail Yakshin. According to the original website “Kaitai Struct is a declarative language used for describe various binary data structures, laid out in files or in memory: i.e. binary file formats, network stream packet formats, etc.
The main idea is that a particular format is described in Kaitai Struct language only once and then can be compiled with a ksc into source files in one of the supported programming languages. These modules will include a generated code for a parser that can read described data structure from a file / stream and give access to it in a nice, easy-to-comprehend API.”
webIDE for Kaitai Struct
This sounds really good. To make your life even more easier Tamás Koczka, the ex-captain and one of the key members of the !SpamAndHex CTF team created a WebIDE for Kaitai Struct. In this way, you can generate parsers for all the file formats supported by Kaitai Struct with only a few clicks.