The most common diagnosis is that your dog has a dry skin condition and is shedding his fur full of dandruff on the leash.
Consult a veterinarian and buy your pet an effective dog shampoo for dry skin. Don’t worry, the dry skin is easily treatable. Keep your leash clean and contact the vet if it happens again.