Phishing through mobiles is becoming advanced, attacking the users through malware applications, SMS, and social media. Dynamic threats better the conventional detection techniques, thereby hybrid approaches integrating machine learning, deep learning, and heuristic rules are the essentials. Here the work is on mobile security utilizing AI in interaction with 5G and edge computing for detection in real time. This survey discusses ensemble learning, federated learning, blockchain, and privacy-preserving techniques …