Hi Kumar,
Yes you can do that using Issue Level Security. By placing a different security level on issues that have that component, you can control who can see those issues versus other issues.
You can learn more about that here:
https://confluence.atlassian.com/adminjiracloud/configuring-issue-level-security-776636711.html
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