That being said, you might be thinking about this incorrectly if you're doing this.
You can use a form and grab the values on submission.
<form onSubmit={this.handleSubmission}>
<input type="password" name="password" />
</form>
this.handleSubmission = event => {
// access to event.target.password.value
}