For example, as a post-compilation step you could massage the .class data to make the byte code either harder to read when decompiled or harder to decompile into valid Java code (or both).

“The purpose of a decompiler is to translate programs in a low-level representation, like machine code or bytecode, to programs in a high-level programming language, like C, C++ or Java and C# ...