If you’ve been following the data privacy conversation over the past decade, you’ll know it’s gone from being a niche compliance box to one of the hottest topics in tech and business. Back in the day, companies worried about encrypting their databases and hiding personal details here and there. Fast forward to 2025, and the landscape looks entirely different. Data is the fuel for AI, healthcare innovation, financial systems, and smart cities—but it also carries enormous risk if mishandled.

The most interesting thing now is the creativity and sophistication of the techniques. We are not simply changing names to random IDs anymore. We are witnessing approaches that maintain utility in analytics but render re-identification almost impossible. Now, we will discuss the different data anonymiz

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