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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Hiran V. Nath

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2 papers indexed here

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Preprint Sep 2026

Toward Secure AI-Powered Penetration Testing Agents: Security Threats, Guardrails, and Architectural Perspectives

LLM-powered autonomous agents are transforming the penetration testing space with dynamic, multi-step offensive security workflows that require minimal supervision by humans. These agents leverage sophisticated reasoning abilities and external security tools to independently carry out reconnaissance, identify vulnerabi...

Y. RahulDevT, Hiran V. Nath · 0 citations
Review Sep 2026

From Hypervisor to Container: Cloud Security Vulnerabilities, Defense Mechanisms, and Open Challenges

This paper reviews over 120 security publications from 2008 to 2025, focusing on how these isolation boundaries can be breached, and introduces a quantitative scoring framework called ADPO, which rates defenses from 0 to 3 based on their Accuracy, Deployment ease, Performance impact, and Operational overhead.

Swapnil Vishwas Baviskar, R. Sanoj, Hiran V. Nath · 0 citations

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