Former Labor staffer Moksha Watts has failed in her bid to claim "high class" clothes and expenses at Harrods in London as tax deductions, after a tribunal found there was little connection between the expenses and her work.

Ms Watts brought a case before the Administrative Appeals Tribunal disputing her tax bill from 2013 and 2014 when she was a senior adviser to Labor MPs Anthony Albanese and Kevin Rudd.