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In this tutorial, the instructor introduces the concept of HTML tampering as a client-side attack in web application penetration testing. Browsers allow users to edit and change information before submitting it to the web application. The lesson demonstrates how this can be exploited, using an online store as an example, where users can alter the quantity and price of items in their shopping cart. This manipulation can have implications for e-commerce sites, social media platforms, and bank accounts.