Hi Yannick,
I'm not sure about the logs, but you can undelete a ticket. Do an Advanced Search and change your 'Items to Include' to 'Only Deleted Items'. Find the deleted ticket and press Undelete in the toolbar.
Andrea Free
SmarterTools Inc.
877-357-6278
www.smartertools.com