The latest articles on DEV Community by Şeyma (@eyma_f655e7c88e6e7d9f5e1). https://dev.to/eyma_f655e7c88e6e7d9f5e1 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%2F4033953%2F77536346-e3d9-4eb7-b745-b8905def0dbf.png https://dev.to/eyma_f655e7c88e6e7d9f5e1 en Şeyma Fri, 17 Jul 2026 13:21:39 +0000 https://dev.to/eyma_f655e7c88e6e7d9f5e1/building-a-vishing-shield-ai-my-1-day-python-project-for-voice-phishing-detection-c6o https://dev.to/eyma_f655e7c88e6e7d9f5e1/building-a-vishing-shield-ai-my-1-day-python-project-for-voice-phishing-detection-c6o <p>I've just finished a project that I've been working on, and I'd love to get some feedback from the community!</p> <h3> What is Vishing-Shield AI? </h3> <p>Vishing-Shield AI is a lightweight security simulation tool designed to detect potential voice phishing (vishing) attempts. It utilizes the OpenAI Whisper model to transcribe audio inputs and analyzes the text for high-risk keywords like "password," "code," or "credit card."</p> <h3> Tech Stack </h3> <ul> <li> <strong>Backend</strong>: FastAPI</li> <li> <strong>AI/ML</strong>: OpenAI Whisper</li> <li> <strong>Data Processing</strong>: Python, Regex</li> </ul> <h3> Why I built this </h3> <p>I wanted to challenge myself to create a functional security tool in a short timeframe. It’s a great project for understanding how AI can assist in mitigating voice-based social engineering attacks.</p> <h3> Check it out! </h3> <p>You can find the source code and installation instructions on my GitHub:<br> <a href="https://github.com/seeymae/Vishing-Shield-AI" rel="noopener noreferrer">https://github.com/seeymae/Vishing-Shield-AI</a></p> <p>I'm looking for feedback on my implementation, especially on how to optimize the detection algorithms or improve the API structure. Any thoughts?</p> ai python security showdev