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I have problems setting up filesystem encryption (I'll be honest, it's a bit too complicated for me). Is there a feature like EFS from Windows where I can simply encrypt directory and/or files?

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You might want to give EncFS a try:

EncFS provides an encrypted filesystem in user-space. It runs with regular user permissions using the FUSE library. EncFS is Open Source software.

Basic usage:

$ encfs ~/.encrypted_data ~/clear_data

That will create a ~/.encrypted_data and will mount the unencrypted version as ~/clear_data (your user needs to be in the fuse group)

You only interact with ~/clear_data, and everything in that mount will be encrypted in the real directory ~/.encrypted_data

Once you are done, you can remove the unencrypted mount with:

fusermount -u ~/clear_data

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