The Collaborative International Dictionary of English v.0.48:

Toxiphobia \Tox`i*pho"bi*a\, n. [NL., fr. Gr. toxiko`n poison +
   fo`bos fear.] (Med.)
   An insane or greatly exaggerated dread of poisons.
   [1913 Webster]