Vulnerability Analysis and Vulnerability Assessment are the same but the difference is that in Vulnerability Analysis, the attacker finds the vulnerabilities to exploit while in Vulnerability Assessment, an Ethical Hacker does the Vulnerability Analysis to help the organization to find the vulnerabilities and fix them to protect the organization from cyber security attacks.