The latest articles on DEV Community by AKILESH S J (@akilesh_sj_37f42a2135345). https://dev.to/akilesh_sj_37f42a2135345 https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4165214%2F70200364-7279-4829-b483-9dbd32a613a2.png https://dev.to/akilesh_sj_37f42a2135345 en AKILESH S J Thu, 08 Oct 2026 10:25:59 +0000 https://dev.to/akilesh_sj_37f42a2135345/scam-shield-5deb https://dev.to/akilesh_sj_37f42a2135345/scam-shield-5deb <p>Scams are getting smarter. Fake messages, phishing links, job offers, payment requests, and impersonation attacks can look completely genuine.</p> <p>• Scam detection<br> • Risk score<br> • Scam category<br> • Suspicious signals<br> • AI-generated explanation<br> • Recommended safety actions</p> <p>Users can analyze messages, emails, screenshots, and suspicious URLs in one place.<br> Instead of simply saying “This is a scam,” our goal is to answer the more important questions:<br> Why is it suspicious? How risky is it? What should I do next?<br> Detect → Explain → Assess → Protect<br> Building it during our hackathon journey. </p> <h1> AI #OpenSourceAI #CyberSecurity #ScamDetection #MachineLearning #GenAI #Hackathon #BuildInPublic </h1> <p>links(github):<a href="https://github.com/Akshaya18151/Gen-Vision-Techies" rel="noopener noreferrer">https://github.com/Akshaya18151/Gen-Vision-Techies</a><br> links(implementation):<a href="https://drive.google.com/file/d/1eqj-LC5hLAvUE0gnN5DD-a3f8Uee5Iq6/view?usp=sharing" rel="noopener noreferrer">https://drive.google.com/file/d/1eqj-LC5hLAvUE0gnN5DD-a3f8Uee5Iq6/view?usp=sharing</a></p> ai javascript security opensource