<ul data-eligibleForWebStory="true"><li>The current approach to deepfakes is reactive, waiting for them to go viral before debunking them.</li><li>A proactive framework called 'Adaptive Spider Web' has been designed to embed a digital shield into images and videos at creation to prevent deepfakes.</li><li>The defense system of 'Adaptive Spider Web' works in two integrated layers.</li><li>By adopting a proactive strategy, creators can make content 'fireproof' from the source, putting control back in their hands.</li><li>The proactive approach aims to shift from being 'firefighters' to preventing deepfakes from being created.</li><li>Further innovation includes designing a collaboration platform integrating AI and a wearable device to optimize sleep cycles for productivity.</li><li>Addressing the challenge of generative AI through innovation is crucial for building a safer digital future.</li><li>The 'Adaptive Spider Web' proposal encourages collaboration and discussion on enhancing digital security.</li><li>For a detailed technical exploration, the project repository can be accessed on GitHub at: 'https://github.com/rijal028/Adaptive-Web-Concept-Hub'</li></ul>

Fighting Deepfakes: Why a Proactive Defense is Key

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