Fine. Thank you so much!
Updated the plugin as you said. Everything is working well.
Below is the working code:
[mla_tag_cloud]
taxonomy=attachment_tag
mla_link_href="[+page_url+]?current_id={+term_id+}"
number=0 smallest=12 largest=12 separator=' / '
[/mla_tag_cloud]
[mla_gallery]
attachment_category=mygallery
tax_query= "{+template:(array \\( 0 => array \\( 'taxonomy' => 'attachment_tag', 'field' => 'id', 'terms' => array\\( {+request:current_id+} \\) \\) \\))+}"
post_parent=all
mla_caption="{+image_alt+}"
columns=3 posts_per_page=4 size=full link=file
mla_link_class="nav-links"
[/mla_gallery]
[mla_gallery]
attachment_category=mygallery
mla_output="paginate_links,prev_next"
mla_link_class="nav-links"
tax_query= "{+template:(array \\( 0 => array \\( 'taxonomy' => 'attachment_tag', 'field' => 'id', 'terms' => array\\( {+request:current_id+} \\) \\) \\))+}"
post_parent=all
columns=3 posts_per_page=4 size=full link=file
[/mla_gallery]
I forgot to say
All images belong to the same Att. Category: mygallery