IJSEA Volume 14 Issue 9

Redefining Cybersecurity: Strategic Integration of Artificial Intelligence for Proactive Threat Defense and Ethical Resilience

Meraj Farheen Ansari, Shuaib Abdul Khader, Mohammed Aasimuddin, Akheel Mohammed, Praveen Kumar Reddy Gouni
10.7753/IJSEA1409.1009
keywords : Artificial Intelligence, Cybersecurity, Threat Detection, Machine Learning, Deep Learning, NLP, Adversarial Attacks, AI Ethics, Explainable AI, Security Automation, Federated Learning, AI-Driven Defence, Cyber Threat Intelligence

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Artificial Intelligence (AI) is revolutionizing the cybersecurity landscape by automating threat detection, streamlining response actions, and enhancing defense capabilities against increasingly complex and evolving risks. Unlike traditional rule-based approaches, AI technologies—including machine learning, deep learning, and natural language processing—analyse vast amounts of structured and unstructured data in real time to identify anomalies, detect advanced persistent threats (APTs), and proactively counter zero-day attacks. AI’s predictive and adaptive abilities empower organizations to reduce false alarms, accelerate incident response, and improve operational resilience while freeing security professionals to focus on strategic threat mitigation. AI-powered cyber defenses are now integral to threat intelligence, phishing prevention, behavioral analytics, and identity management, continually learning from new information to thwart both internal and external threats. However, these transformative benefits come with challenges—data scarcity, algorithmic bias, adversarial manipulations, and ethical issues tied to privacy and governance remain unresolved. As cybercriminals weaponize AI, a new “AI vs. AI” arms race is emerging. The future of cybersecurity will rely on a hybrid architecture combining human oversight with innovative AI technologies, such as Explainable AI, federated learning, and blockchain integration, to build trust, transparency, and robust protection in the digital age.
@artical{m1492025ijsea14091009,
Title = "Redefining Cybersecurity: Strategic Integration of Artificial Intelligence for Proactive Threat Defense and Ethical Resilience",
Journal ="International Journal of Science and Engineering Applications (IJSEA)",
Volume = "14",
Issue ="9",
Pages ="76 - 85",
Year = "2025",
Authors ="Meraj Farheen Ansari, Shuaib Abdul Khader, Mohammed Aasimuddin, Akheel Mohammed, Praveen Kumar Reddy Gouni"}