This project provides tandem mass spectrometry datasets of Bacillus cereus ATCC 14579 wild-type strain without its pBClin15 plasmid and devoided of the methionine sulfoxide reductase AB (msrAB) gene. The single mutant strain was grown under fermentative anaerobic condition and harvested at three growth stages.