You can integrate Proguard in your android app. Here is official documentation for this Proguard It will save your apk file from attack.
You can also encrypt your data in SQLite. You can apply AES Encryption to data beforing storing it to database and decrypt data in your code files before accessing it. Yo can also use SQL Cipher to protect your database
Check this Link it will help you