Research

• Post-Quantum Security Framework for Model Context Protocol Using ContextGuard

  Sunil Gentyala, P. Krishna Sunil, Vamshi Lande, Akhila Kasturi, Suresh Kumar Darisi, Ruhisulthana Shaik

  IEEE ICSCSA 2026 Published DOI 10.1109/ICSCSA69367.2026.11708388

  Post-quantum cryptographyAI securityDefensive security

• Agentic Security Validation Framework for Retrieval-Augmented and Tool-Enabled Large Language Model Systems (ARGUS)

  Sunil Gentyala, N. Sudhakar Reddy, Kothapalli Chaitanya Deepthi, Pathapati Saroja, Kammara Venkatarangaiah Achari, Ruhisulthana Shaik

  IEEE ICCVBIC 2026 Published DOI 10.1109/ICCVBIC71195.2026.11689544

  AI securityOffensive security

• A Zero-Trust Supply Chain Security Framework for Model Context Protocol-Based AI Systems

  Sunil Gentyala, Ch. Srinivas, Raghu Dhumpati

  IEEE ICCBI 2026 Published DOI 10.1109/ICCBI68589.2026.11619741

  AI securityDefensive security

• A Unified Mathematical Framework for Secure Multi-Agent Large Language Model Pipelines (TRACE-MAS)

  Sunil Gentyala, Y. Geetha Reddy, Manasa Pendyala, Vishnu Gatla, Sundarigari Manoj, Ruhisulthana Shaik

  IEEE ICSCSA 2026 Published DOI 10.1109/ICSCSA69367.2026.11708210

  AI securityDefensive security

• CyberFuse-CI: Adversarially Resilient Vulnerability Detection Through Heterogeneous Multi-Source Data Fusion and LLM-Augmented Reasoning

  Sunil Gentyala, Sunil Kumar Mudusu, Satish Kumar Allani, Manasa Pendyala, Rakesh Prakash, Praveen Kumar Mannam

  IEEE ICETCI 2026 Published DOI 10.1109/ICETCI71772.2026.11710523

  Offensive securityDefensive securityAI security

• A Multi-Stage NLP Framework for Enterprise Data Protection in Public LLM Interactions

  Sunil Gentyala, Nimmagari Tejasri, Sunil Kumar Mudusu

  IEEE ICIRCA 2026 Published DOI 10.1109/icirca69024.2026.11570292

  Privacy engineeringAI securityDefensive security

• The Metamorphosis of Access: Strategic Imperatives for Identity 3.0 and Zero Trust Integration in Critical Infrastructure

  Sunil Gentyala, Floriano Caprio, Sunil Kumar Mudusu, Suresh Kumar Darisi, Satish Kumar Allani

  IEEE SmartNets 2026 Published DOI 10.1109/SmartNets69662.2026.11604842

  Defensive security

• SybilShield-Core: A Composite Trust Scoring Framework for Sybil Attack Mitigation in Permissionless Blockchain Networks

  Sunil Gentyala, K Sanjeevaiah, Suresh Kumar Darisi

  IEEE ICICDS 2026 Published DOI 10.1109/ICICDS70526.2026.11604799

  Defensive security

• AdaptFlow: A Self-Optimizing AI-Driven Data Pipeline Architecture for Real-Time Inference at Scale

  Sunil Kumar Mudusu, Sreepal Reddy Bolla, Sunil Gentyala

  IEEE ICETM 2026 Published DOI 10.1109/ICETM68138.2026.11648130

  AI security

• Temporal Probabilistic Modeling with Uncertainty-Aware LSTM Networks for Self-Aware Fault Detection and Prognostics in Autonomous Aerospace Systems

  Rakesh Prakash, Soujanya Jagadeesh, Sunil Gentyala

  IEEE MetroAeroSpace 2026 Published DOI 10.1109/MetroAeroSpace69299.2026.11646653

• Adaptive Neural Control for Multi-UAV Swarm Coordination: Trajectory Tracking, Collision Avoidance, and Wind Disturbance Rejection

  Rakesh Prakash, Soujanya Jagadeesh, Sunil Gentyala

  IEEE MetroAeroSpace 2026 Published DOI 10.1109/MetroAeroSpace69299.2026.11646672

• Quantum-Assisted Clinical Risk Factor Selection for Diabetes Readmission Prediction

  Floriano Caprio, Matteo Tortora, Paolo Soda, Sunil Gentyala

  CIBB 2026 (Quantum AI for Bioinformatics track) Accepted

  Clinical research and security

• Governing Heterogeneous API Gateway Estates Through Policy-as-Code: An Engineering Management Perspective

  Sunil Gentyala, Floriano Caprio, Praveen Kumar Mannam, Angajala Tejaswi, Rakesh Prakash, Akhila Kasturi

  IEEE TEMSCON GLOBAL 2026 Accepted

  Defensive security

• Zero-Trust Data Pipelines for AI Systems: A Framework for Secure, Verifiable, and Auditable Data Engineering

  Sunil Kumar Mudusu, Sunil Gentyala

  JRTCSE, Vol. 14, No. 2, pp. 10-25 Published DOI 10.70589/JRTCSE.2026.14.2.2

  Defensive securityPrivacy engineeringAI security

• On Auditing MCP Deployments

  Sunil Gentyala, Praveen Kumar Mannam

  ISACA Journal, 2026 Volume 5 Published

  AI securityDefensive security

Full record: IEEE Xplore author profile, ORCID, Zenodo.