Because configuring an static IP address is performed in the host itself, it could only be blocked/denied at the host side itself.
At the SRX you can force specific addresses to be assigned to specific hosts based on their MAC addresses when the SRX is acting as a DHCP server but thats as far as you can go with manipulating the address assignment.
Hope this helps you and please mark my asnwer as "Solution" if it applies.
The feature is not available on the SRX but on EX switches you could enable source guard along with dhcp snooping to prevent such rogue configured devices from getting access to the network. If the mac/ip combination is not valid in the dhcp table the device is prevented from connecting on untrusted ports.