Transforming Cyber Defense: Harnessing Agentic and Frontier AI for Proactive, Ethical Threat Intelligence
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arXiv
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| Format: | Preprint |
| Published: |
2025
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| _version_ | 1866915177640755200 |
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| author | Tallam, Krti |
| author_facet | Tallam, Krti |
| contents | In an era marked by unprecedented digital complexity, the cybersecurity landscape is evolving at a breakneck pace, challenging traditional defense paradigms. Advanced Persistent Threats (APTs) reveal inherent vulnerabilities in conventional security measures and underscore the urgent need for continuous, adaptive, and proactive strategies that seamlessly integrate human insight with cutting edge AI technologies. This manuscript explores how the convergence of agentic AI and Frontier AI is transforming cybersecurity by reimagining frameworks such as the cyber kill chain, enhancing threat intelligence processes, and embedding robust ethical governance within automated response systems. Drawing on real-world data and forward looking perspectives, we examine the roles of real time monitoring, automated incident response, and perpetual learning in forging a resilient, dynamic defense ecosystem. Our vision is to harmonize technological innovation with unwavering ethical oversight, ensuring that future AI driven security solutions uphold core human values of fairness, transparency, and accountability while effectively countering emerging cyber threats. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2503_00164 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Transforming Cyber Defense: Harnessing Agentic and Frontier AI for Proactive, Ethical Threat Intelligence Tallam, Krti Cryptography and Security In an era marked by unprecedented digital complexity, the cybersecurity landscape is evolving at a breakneck pace, challenging traditional defense paradigms. Advanced Persistent Threats (APTs) reveal inherent vulnerabilities in conventional security measures and underscore the urgent need for continuous, adaptive, and proactive strategies that seamlessly integrate human insight with cutting edge AI technologies. This manuscript explores how the convergence of agentic AI and Frontier AI is transforming cybersecurity by reimagining frameworks such as the cyber kill chain, enhancing threat intelligence processes, and embedding robust ethical governance within automated response systems. Drawing on real-world data and forward looking perspectives, we examine the roles of real time monitoring, automated incident response, and perpetual learning in forging a resilient, dynamic defense ecosystem. Our vision is to harmonize technological innovation with unwavering ethical oversight, ensuring that future AI driven security solutions uphold core human values of fairness, transparency, and accountability while effectively countering emerging cyber threats. |
| title | Transforming Cyber Defense: Harnessing Agentic and Frontier AI for Proactive, Ethical Threat Intelligence |
| topic | Cryptography and Security |
| url | https://arxiv.org/abs/2503.00164 |