Application of the fair use doctrine is a common defense asserted in copyright infringement litigation. Fair use allows a person or entity to make use of a copyrighted work without having been authorized to do so. There are limits, however. The defendant may only be shielded from copyright infringement liability if they made use of the copyrighted work in a transformative manner. Transformative use includes, but is not necessarily limited, to criticism, satire, parody, education, and research, among other things.
For example, if the defendant-infringers sells parody artwork where they lambast your paintings using a modified version of your original artwork, then you will almost certainly encounter the fair use defense (which would very likely apply to the case and protect the defendant from liability).