{"slug": "building-aigris-an-on-device-ai-cybersecurity-agent-for-android", "title": "Building Aigris: An On-Device AI Cybersecurity Agent for Android", "summary": "A second-year Computer Engineering student built Aigris, an experimental on-device AI cybersecurity agent for Android that detects phishing, malicious links, and social engineering attacks while preserving user privacy. The app runs machine learning models locally on the smartphone, avoiding cloud-based data transmission. The project is open-source and available on GitHub.", "body_md": "Cyber threats are becoming increasingly common. Phishing websites, malicious links, fake messages, and social engineering attacks target millions of people every day.\n\nMost security solutions rely heavily on cloud services: data is sent to remote servers, analyzed, and then a decision is returned to the user.\n\nAs someone who is passionate about both artificial intelligence and cybersecurity, I started asking myself a question:\n\nCan we build a security assistant that uses AI directly on the user's smartphone while preserving privacy?\n\nThis question became the starting point of Aigris.\n\nI'm a second-year Computer Engineering student with a strong interest in:\n\nI enjoy building projects that allow me to combine theory with practical engineering challenges. Aigris is currently my biggest personal project and an opportunity to explore how AI and cybersecurity can work together in real-world applications.\n\nAigris is an experimental Android application that aims to become an AI-powered cybersecurity agent capable of helping users defend themselves against common digital threats.\n\nThe project focuses on a simple principle:\n\nSecurity should be intelligent, proactive, and privacy-friendly.\n\nThe long-term vision is to create a mobile security assistant capable of:\n\nPrivacy is one of the main motivations behind this project.\n\nSending sensitive information to external servers is not always desirable. Modern smartphones are becoming increasingly powerful and can now execute lightweight machine learning models efficiently.\n\nRunning AI directly on the device offers several advantages:\n\nThis privacy-first approach is one of the core ideas behind Aigris.\n\nTechnologies Behind the Project\n\nAigris combines multiple areas of computer science:\n\nOne of the most interesting aspects of this project is learning how to deploy AI models efficiently on mobile devices while respecting performance and battery constraints.\n\nThe project is still evolving, but the current areas of focus include:\n\nBuilding an intelligent security application on a smartphone is not easy.\n\nSome of the challenges I am currently exploring include:\n\nThese challenges are exactly what make the project exciting from both an engineering and research perspective.\n\nSome ideas I would like to explore in future versions are:\n\nOne of the reasons I love open source is the opportunity to learn from other developers.\n\nI'm still a student, and I know there is a lot I can improve. That's exactly why I'm sharing this project publicly.\n\nI would genuinely appreciate feedback about:\n\nYou can find the project here:\n\n[https://github.com/ullah-naqeeb/aigris.git](https://github.com/ullah-naqeeb/aigris.git)\n\nIf you have suggestions, ideas, or constructive criticism, I would be extremely grateful to hear your thoughts.\n\nEven a small piece of feedback can help improve the project and help me grow as a developer.\n\nThank you for reading!", "url": "https://wpnews.pro/news/building-aigris-an-on-device-ai-cybersecurity-agent-for-android", "canonical_source": "https://dev.to/ullahnaqeeb/building-aigris-an-on-device-ai-cybersecurity-agent-for-android-3l8j", "published_at": "2026-07-08 11:04:06+00:00", "updated_at": "2026-07-08 11:28:43.124307+00:00", "lang": "en", "topics": ["artificial-intelligence", "machine-learning"], "entities": ["Aigris", "Android", "GitHub", "Naqeeb Ullah"], "alternates": {"html": "https://wpnews.pro/news/building-aigris-an-on-device-ai-cybersecurity-agent-for-android", "markdown": "https://wpnews.pro/news/building-aigris-an-on-device-ai-cybersecurity-agent-for-android.md", "text": "https://wpnews.pro/news/building-aigris-an-on-device-ai-cybersecurity-agent-for-android.txt", "jsonld": "https://wpnews.pro/news/building-aigris-an-on-device-ai-cybersecurity-agent-for-android.jsonld"}}