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I am sorry to hear about this situation. Your criminal record follows your maiden and married name. So if you had a conviction under your maiden name, it would still show up when they run your background check under your married name (at least, a good background check).
Whether or not the employer terminates the employment contract is up to them then - this is at their discretion. Employers can discriminate against someone who has a criminal conviction.
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