"Conscience and cowardice are really the same things, Basil. Conscience is the trade-name of the firm..."See in text(Chapter I)
It is Lord Henry's argument that one must yield to temptations, and that those who refuse are cowards. Conscience and the concept of guilt, in the eyes of Lord Henry, develop as byproducts of cowardice.