Security Question related to Plugin Files, please help!

I have noticed that either a person, bot, or software is scanning my site for readme.txt files of hundreds of different plugins.
To avoid any hijacking of my side or code inserting should they actually find a plugin I have, can I delete the readme.txt files from all plugins? Or do I need them for anything?

What about the license.txt files?

Please help asap.
Thank you