Phishing has evolved into a critical digital menace that takes advantage of human weaknesses by using deceptive emails while also creating fake websites and fraudulent communications in the contemporary digital age. Hackers execute such attacks with the goal of stealing sensitive data which includes credentials together with credit card information and personal information for their harmful objectives. Phishing has become complex enough to warrant real-time security solutions because the threat now exists at an alarming frequency. The research investigates the multiple attack methods in phishing campaigns along with an examination of standard protection approaches’ weaknesses. The research investigates sophisticated artificial intelligence (AI) and machine learning (ML) systems because they present improved detection and faster prevention capabilities against phishing attempts. The paper delivers a complete examination of AI-based cyber defense systems while analyzing their position in enhancing business cybersecurity structures. The research adopts a position that intelligent adaptive defenses ought to be integrated because AI technologies serve as a proactive method to reduce risks in modern phishing attacks.

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Combating Phishing with AI: Advanced Strategies for Modern Cyber Defense

  • Ankan Purkait,
  • Rachana Shikhare,
  • Samaya Pillai,
  • Pankaj Pathak,
  • Vikash Yadav

摘要

Phishing has evolved into a critical digital menace that takes advantage of human weaknesses by using deceptive emails while also creating fake websites and fraudulent communications in the contemporary digital age. Hackers execute such attacks with the goal of stealing sensitive data which includes credentials together with credit card information and personal information for their harmful objectives. Phishing has become complex enough to warrant real-time security solutions because the threat now exists at an alarming frequency. The research investigates the multiple attack methods in phishing campaigns along with an examination of standard protection approaches’ weaknesses. The research investigates sophisticated artificial intelligence (AI) and machine learning (ML) systems because they present improved detection and faster prevention capabilities against phishing attempts. The paper delivers a complete examination of AI-based cyber defense systems while analyzing their position in enhancing business cybersecurity structures. The research adopts a position that intelligent adaptive defenses ought to be integrated because AI technologies serve as a proactive method to reduce risks in modern phishing attacks.