Update README.md

README.md

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 short_description: 'The Unwanted Ad in Google Messages: Pinpointing the Source'
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+# 1. Ads Unwanted in SMS - Adware Defense 101 Sim
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/620630b603825909dcbeba35/0U6nwNbHTLklVRLrFux4-.png)
 
+# 2. Adware defense app using Gemini Canvas:
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/620630b603825909dcbeba35/yGBagpEVdwgnOmh-io2hU.png)
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+# 3. Main Idea - Explain how it could happen, Describe that pain, Create painkiller with AI per Tony Fadell (of Nest and iPod Invention) product process of invention.
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 Unsolicited Ad Intrusion in Google Messages for Web: A Technical Analysis of AdFox and Injection Mechanisms
 I. Executive Summary: Addressing Your Concerns Head-On
 The appearance of an unexpected "AdFox / dealsbe.com" advertisement within the Google Messages for web interface on a personal computer is understandably concerning. However, this event is almost certainly not an indication of a virus or adware distributed by Google itself. The most probable cause is the presence of an unwanted browser extension or an adware program installed on the PC. This third-party software likely manipulated the Google Messages webpage content directly within the Chrome browser to display the unsolicited advertisement.
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 unit42.paloaltonetworks.com
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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+Lets take a different approach. Please code a short ten point html js game based on defense of the different components I mention against an adware attack which plays out adding a man in the middle SMS message into a chat conversation shared between two parties and two devices a PC with GPU and AI which is meant to sandbox AI caps to escape, and the Android Fold2 Device which also has same app running on android mobile yet has SMS client server interactions with cell phone over wifi. replay the most probably attack patterns in thinking and research how the tools and detection mechanisms could easily discern this from the SMS chat history which could be pasted in by a third user so supperpotive of personal superintelligence to defend against channels they believe to be secure and which privacy policy per product is likely containing facts to confirm if user agreed using Gemini, Gemini android, Google Messages (PC in Chrome) and google messages app on android device. in web html js app also show mermaid model of the attack using emojis and very large fonts so user even one unaware of the tech can understand where the ad detected the sms inpout and where it surrepticiously injects the add from a third party. In the test the user had pasted a link which when sending retrieves a yaml file and displays an html component shoing the huggingface space. Do the app and network architecture model to show each component and then theorize how to communicate and sell an add removal agent to the user using same said AI. I am using Gemini, Video, Deep Research and Canvas as tools and need to deploy the html js to huggingface after testing on Gemini Canvas.
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