Team Logo. The Albany Attack were a team in the National Lacrosse League. They lost the Championship in their only playoff appearance. They moved to California and became the San Jose Stealth. Retrieved from "https://prosportsteams.fandom.com/wiki/Albany_Attack?oldid=7695" Categories: Former NLL Teams Teams in New York Add category Cancel Save Community content is available under CC-BY-SA unless otherwise noted.