High brass is a colloquial misnomer for shotshells having a high metal head.
High cup is the correct nomenclature for shotshells having a high metal head.
related:
Footnotes / Sources:
“Glossary ⇒.” Sporting Arms and Ammunition Manufacturers’ Institute. Ed. SAAMI’s Technical Committee. Web. 15-18 Jan. 2011.