This article explains the behavior of TCP flows when the 'no-syn-check' option is configured in the security flow settings and TCP-RST is enabled at the zone level on SRX devices.
When the no-syn-check option is configured in the security flow and TCP-RST is configured at the zone level on an SRX device:
no-syn-check