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Artificial Intelligence in Cyber Security: Review Paper on Current Challenges Faced by the Industry

cyber security review paper on current challenges is a PhD research topic for Cyber Security. Explore the IEEE-style abstract, reference paper, PDF…

cyber security review paper on current challenges is a PhD project topic for Cyber Security. It gives students a clear starting point for research, implementation planning, and documentation.

cyber security review paper on current challenges Project Details

Abstract

Artificial Intelligence (AI) is reshaping cybersecurity by letting us scan huge data sets quickly and spot patterns that indicate threats. But using AI for defense brings big problems. AI models can be tricked by adversarial attacks, they often generate many false alarms, and keeping them up‑to‑date as attacks change is difficult. This resource points out the main gaps in today’s AI‑based security systems. Since the source material only gives a broad overview and not detailed data, we concentrate on building a step‑by‑step method to test how robust an AI model is against adversarial evasion and data‑poisoning attacks. PhD students can use this method to create machine‑learning designs that stay accurate

even when under attack. The suggested research path focuses on hybrid defenses that blend deep learning with rule‑based expert systems, which helps reduce uncertainty in the model’s decisions. Solving these integration issues will let researchers develop new, mathematically sound defense approaches that make automated threat intelligence more reliable for businesses.

Reference Paper Artificial Intelligence in Cyber Security: Review Paper on Current Challenges Faced by the Industry
Domain Cyber Security
Sub-Domain Cyber Security
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