AI-Enhanced Cybersecurity for Intelligent Systems (IS) Towards Criminals
U. Senthil Kumaran, Sanjeevikumar Padmanaban, Rakesh Kumar, Ramy Riad Al–Fatlawy, Manpreet Kaur, Sukanya Konatam · 2024
One of the strongest examples for this scenario is artificial intelligence (AI) in which AI interacts between individuals and their environment. Artificial intelligence powering smart homes is also still young, but it has huge promise in the eyes of experts. In this article, we will be looking at a very straightforward yet an elegant AI-powered home automation solution. The focus of this research is to develop the AI-based home lighting system that appears to operate just like normal; when you're still out in your cars at night. We used Arduino hardware for the physical building of AI based smart house and coded its software to make it real-world compatible. Over 5,500 over result vectors and nine inputs were subseqentially used to establish a unique dataset that mimic actual evening light patterns in the real world as well as presented an appearance of presence within home. Ta. In plain English: AI can, yes indeed understand and control your home night light. Comparison of Performance: The proposed system is evaluated against common machine learning classification techniques like multi perceptually layered neurons, the Gaussian naive Bayes method, linear discriminant analysis methods and vector machines. This is an encouraging realization that AI can indeed make the home safer and bolster defenses against break-ins..