Beyond the technical aspects, the effectiveness of data anonymization must also be measured against legal and ethical standards. Different jurisdictions have varying requirements for what constitutes adequately anonymized data, impacting the perceived effectiveness of anonymization methods. Moreover, the ethical implication of potential privacy breaches, even with anonymized data, raises concerns about the responsibility of data handlers in ensuring privacy.
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