Thanks for the reply.

As a DBA, I have fully control on Backup activities and I am sure no full backup job has been run.

As a business process point of view, It is possible large amount of data have been deleted. Now I want to know does the deletion consequent to have smaller differential backup size?

Many Thanks,

Sanaz.