2026

FALCON: Autonomous Cyber Threat Intelligence Mining with LLMs for IDS Rule Generation

S. Mitra, S. Neupane, M. Duclos, S. Mittal, A. Piplai, M. R. Rahman, E. Zieglar, S. Rahimi

IEEE CIC Accepted First author

2026

Find Before You Fine-Tune: A Diagnostic Study of Small LLMs for Cybersecurity QA

S. Mitra, S. Neupane, T. Chakraborty, H. Tripathi, S. Mittal, S. Rahimi, A. Piplai

IEEE ICMLA Accepted First author

2026

Agentra: A Supervisable Multi-Agent Framework for Enterprise Intrusion Response

R. Patel, S. Mitra, M. Guida, S. Iannucci, S. Mittal, S. Rahimi

IEEE ICMLA Accepted

2026

Evaluating Open-Source LLMs for Multi-Label ATT&CK Technique Classification on CTI Reports

A. Ryan, S. S. Noor, M. Erfan, S. Mitra, S. Mittal, M. R. Rahman

IEEE ICMLA Accepted

2026

Agentic AI for Cyber Defense: A Survey of Failure Modes, Applications, and Research Opportunities

S. Mitra, R. Patel, S. Mittal, M. R. Rahman, S. Rahimi

Pre-print Under review First author

2026

AgenticCyOps: Securing Multi-Agentic AI Integration in Enterprise Cyber Operations

S. Mitra, R. Patel, S. Mittal, M. R. Rahman, S. Rahimi

arXiv:2603.09134 Under review First author

2026

Staying on the Attractor: Supervising Neural Surrogates of 3D Turbulence Where They Leave It

Y. Dai, S. Mitra, R. Patel, Y. Sun, S. Chen, J. Gong, S. Mittal, S. Rahimi, X. Jia, R. Yu

Pre-print Under review

2026

Gated Activation Steering for Reducing Sycophancy & Hallucination in Medical Question Answering

H. Tripathi, S. Neupane, S. Mitra, S. Mittal, N. A. Golilarz, S. Rahimi

Pre-print Under review

2026

Evaluating the NIST Bugs Framework Against CWE as a Successor for Automated Vulnerability Classification

M. N. Hoque, S. Mitra, S. Neupane, S. Mittal, S. Rahimi

Pre-print Under review

2026

What Are Adversaries Doing? Automating Tactics, Techniques, and Procedures Extraction: A Systematic Review

M. Tamanna, S. Mitra, et al.

arXiv:2604.02377 Under review

2026

The Value of Spike Timing: A Leakage-Resistant Benchmark of SNN Design Choices for Network Intrusion Detection

R. Patel, S. Mitra, D. Amebley, T. Akinrele, S. Dibbo, S. Rahimi

IEEE CogMI Accepted

2025

MedInsight: A Multi-Source Context Augmentation Framework for Generating Patient-Centric Medical Responses using Large Language Models

S. Neupane, S. Mitra, S. Mittal, M. Gaur, N. A. Golilarz, S. Rahimi, A. Amirlatifi

ACM Trans. Computing for Healthcare 6(2)

2025

IRSDA: An Agent-Orchestrated Framework for Enterprise Intrusion Response

D. Panigrahi, R. Patel, S. Mitra, S. Mittal, S. Rahimi

IEEE BigData

2025

Semantic-Aware Contrastive Fine-Tuning: Boosting Multimodal Malware Classification with Discriminative Embeddings

I. Sanchez, S. Mitra, A. Piplai, S. Mittal

IJCNN

2025

TwinExplainer: Explaining Predictions of an Automotive Digital Twin

S. Neupane, S. Mitra, I. A. Fernandez, S. Mittal, S. Rahimi

IEEE CAI, 1070–1077

2024

Security Considerations in AI-Robotics: A Survey of Current Methods, Challenges, and Opportunities

S. Neupane, S. Mitra, I. A. Fernandez, S. Saha, S. Mittal, J. Chen, N. Pillai, S. Rahimi

IEEE Access

2024

LocalIntel: Generating Organizational Threat Intelligence from Global and Local Cyber Knowledge

S. Mitra, S. Neupane, T. Chakraborty, S. Mittal, A. Piplai, M. Gaur, S. Rahimi

FPS Best Paper Award First author

2024

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense

D. Panigrahi, S. Mitra, S. Neupane, S. Mittal, B. A. Blakely

IEEE BigData

2024

ClinicSum: Utilizing Language Models for Generating Clinical Summaries from Patient-Doctor Conversations

S. Neupane, H. Tripathi, S. Mitra, S. Bozorgzad, S. Mittal, S. Rahimi, A. Amirlatifi

IEEE BigData

2024

A Survey on Privacy Attacks Against Digital Twin Systems in AI-Robotics

I. A. Fernandez, S. Neupane, T. Chakraborty, S. Mitra, S. Mittal, N. Pillai, J. Chen, S. Rahimi

IEEE CIC, 70–79

2024

ReVisE: Emulated Visual Outfit Generation from User Reviews Using Generative-AI

S. R. Rosas, S. Neupane, S. Mitra, S. Mittal

SEDE (Springer), 168–178

2024

Large Language Models for Engineering Patient Journey Knowledge Graphs

H. S. Al Khatib, S. Neupane, S. Mitra, H. Tripathi, S. Mittal, S. Rahimi, N. Marhamati, S. Bozorgzad

AAAI Fall Symposium

2024

Use of Graph Neural Networks in Aiding Defensive Cyber Operations

S. Mitra, T. Chakraborty, S. Neupane, A. Piplai, S. Mittal

arXiv:2401.05680 First author

2024

Transfer Learning Applied to Computer Vision Problems: Survey on Current Progress, Limitations, and Opportunities

A. Panda, D. Panigrahi, S. Mitra, S. Mittal, S. Rahimi

arXiv:2409.07736

2023

Survey of Malware Analysis through Control Flow Graph using Machine Learning

S. Mitra, S. A. Torri, S. Mittal

IEEE TrustCom First author

2023

CAPoW: Context-Aware AI-Assisted Proof of Work based DDoS Defense

T. Chakraborty, S. Mitra, S. Mittal

SECRYPT, 62–72

2023

URA*: Uncertainty-Aware Path Planning using Image-Based Aerial-to-Ground Traversability Estimation for Off-Road Environments

C. Moore, S. Mitra, N. Pillai, M. Moore, S. Mittal, C. Bethel, J. Chen

arXiv:2309.08814

2022

AI Adaptive POW: An AI-Assisted Proof of Work (POW) Framework for DDoS Defense

T. Chakraborty, S. Mitra, S. Mittal, M. Young

Software Impacts (Elsevier) 13, 100335

2022

A Policy Driven AI-Assisted PoW Framework

T. Chakraborty, S. Mitra, S. Mittal, M. Young

IEEE/IFIP DSN

2021

Combating Fake Cyber Threat Intelligence using Provenance in Cybersecurity Knowledge Graphs

S. Mitra, A. Piplai, S. Mittal, A. Joshi

IEEE BigData First author