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TrustGuard AI: Protecting Online Communities from Scams, Fake URLs & Harmful Content
How-ToMachine Learning

TrustGuard AI: Protecting Online Communities from Scams, Fake URLs & Harmful Content

via Dev.toROSHNI YOGESH GAIKWAD1mo ago

# 🛡️ TrustGuard AI: Protecting Online Communities from Scams, Fake URLs & Harmful Content This is a submission for the DEV Weekend Challenge: Community 🧑‍🤝‍🧑 The Community TrustGuard AI is built for online communities that depend on trust, safety, and meaningful communication , including: Students & educators using discussion forums, study groups, and learning platforms NGOs & social organizations communicating with donors, volunteers, and beneficiaries Startups & indie developers managing user-generated content with limited moderation resources Everyday internet users exposed to scam messages, phishing links, and fake URLs As an active participant in tech and educational communities, I’ve seen how phishing links, scam messages, and harmful text quietly erode trust. Most platforms still rely on basic keyword filtering , which fails to understand context and intent . TrustGuard AI was built to solve this exact problem. 🛠️ What I Built I built TrustGuard AI , an AI-powered trust & safety

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