Are sniffer dogs given drugs in training?

No. Sniffer dogs are taught to associate the smell of drugs with a reward. Usually the reward will be having some play time and praise from it's handler. Certainly the canines are trained using real drugs, but they are not "given" the drugs per se. A link can be found below.