Can I be sued for copyright infringement if I didn’t know about the copyright and did not intend to infringe?

Yes. Proof of knowledge of the existence of the copyright is not required to establish liability for copyright infringement, and liability for copyright infringement may exist even in the absence of intent to infringe. Innocent infringement is still infringement, although the amount of damages awarded may be significantly lower in such cases.