A Survey on Machine Learning-Based Ransomware Detection. - Nanda Rani; Sunita Vikrant Dhavale; Amarjit Singh; Atul Mehra (ICMC, 2021)

A Generalized Unknown Malware Classification. - Nanda Rani; Ayushi Mishra; Rahul Kumar; Sarbajit Ghosh; Sandeep K. Shukla; Priyanka Bagade (SecureComm, 2022)

RemOD: Operational Drift-Adaptive Intrusion Detection. - Vikas Maurya; Nanda Rani; Sandeep Kumar Shukla (SPACE, 2022)

Leveraging Machine Learning for Ransomware Detection. - Nanda Rani; Sunita Vikrant Dhavale (CoRR, 2022)

TTPHunter: Automated Extraction of Actionable Intelligence as TTPs from Narrative Threat Reports. - Nanda Rani; Bikash Saha; Vikas Maurya; Sandeep Kumar Shukla (ACSW, 2023)

MalXCap: A Method for Malware Capability Extraction. - Bikash Saha; Nanda Rani; Sandeep Kumar Shukla (ISPEC, 2023)

MAD: A Meta-Learning Approach to Detect Advanced Persistent Threats using Provenance Data in Industrial IoT. - Bikash Saha; Nanda Rani; Sandeep Kumar Shukla (ACSAC Workshops, 2024)

Genesis of Cyber Threats: Towards Malware-based Advanced Persistent Threat (APT) Attribution. - Nanda Rani; Bikash Saha; Ravi Kumar; Sandeep Kumar Shukla (TPS-ISA, 2024)

A Comprehensive Survey of Advanced Persistent Threat Attribution: Taxonomy, Methods, Challenges and Open Research Problems. - Nanda Rani; Bikash Saha; Sandeep Kumar Shukla (CoRR, 2024)

Chasing the Shadows: TTPs in Action to Attribute Advanced Persistent Threats. - Nanda Rani; Bikash Saha; Vikas Maurya; Sandeep Kumar Shukla (CoRR, 2024)

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts. - Nanda Rani; Divyanshu Singh; Bikash Saha; Sandeep Kumar Shukla (CoRR, 2024)

ADAPT: Adaptive Camouflage Based Deception Orchestration For Trapping Advanced Persistent Threats. - Venkata Sai Charan Putrevu; Subhasis Mukhopadhyay; Subhajit Manna; Nanda Rani; Ansh Vaid; Hrushikesh Chunduri; Mohan Anand Putrevu; Sandeep K. Shukla (DTRAP, 2024)

TTPXHunter: Actionable Threat Intelligence Extraction as TTPs from Finished Cyber Threat Reports. - Nanda Rani; Bikash Saha; Vikas Maurya; Sandeep Kumar Shukla (Digit. Threat. Res. Pract., 2024)

PARAG: Proactive Answering Framework Integrating LLMs with Retrieval-Augmented Generation. - Bikash Saha; Nanda Rani; Joheen Chakraborty; Divyanshu Singh; Soumyo V. Chakraborty; Sandeep Kumar Shukla (EICC, 2025)

The Polymorphism Maze: Understanding Diversities and Similarities in Malware Families. - Antonino Vitale; Simone Aonzo; Savino Dambra; Nanda Rani; Lorenzo Ippolito; Platon Kotzias; Juan Caballero; Davide Balzarotti (ESORICS (3), 2025)

MaLAware: Automating the Comprehension of Malicious Software Behaviours using Large Language Models (LLMs). - Bikash Saha; Nanda Rani; Sandeep Kumar Shukla (MSR, 2025)

A comprehensive survey of automated Advanced Persistent Threat attribution: Taxonomy, methods, challenges and open research problems. - Nanda Rani; Bikash Saha; Sandeep Kumar Shukla (J. Inf. Secur. Appl., 2025)

D-CIPHER: Dynamic Collaborative Intelligent Agents with Planning and Heterogeneous Execution for Enhanced Reasoning in Offensive Security. - Meet Udeshi; Minghao Shao; Haoran Xi; Nanda Rani; Kimberly Milner; Venkata Sai Charan Putrevu; Brendan Dolan-Gavitt; Sandeep Kumar Shukla; Prashanth Krishnamurthy; Farshad Khorrami; Ramesh Karri; Muhammad Shafique 001 (CoRR, 2025)

Generative AI in Financial Institution: A Global Survey of Opportunities, Threats, and Regulation. - Bikash Saha; Nanda Rani; Sandeep Kumar Shukla (CoRR, 2025)

CRAKEN: Cybersecurity LLM Agent with Knowledge-Based Execution. - Minghao Shao; Haoran Xi; Nanda Rani; Meet Udeshi; Venkata Sai Charan Putrevu; Kimberly Milner; Brendan Dolan-Gavitt; Sandeep Kumar Shukla; Prashanth Krishnamurthy; Farshad Khorrami; Ramesh Karri; Muhammad Shafique 001 (CoRR, 2025)

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution. - Nanda Rani; Sandeep Kumar Shukla (CoRR, 2025)

Towards Effective Offensive Security LLM Agents: Hyperparameter Tuning, LLM as a Judge, and a Lightweight CTF Benchmark. - Minghao Shao; Nanda Rani; Kimberly Milner; Haoran Xi; Meet Udeshi; Saksham Aggarwal; Venkata Sai Charan Putrevu; Sandeep Kumar Shukla; Prashanth Krishnamurthy; Farshad Khorrami; Ramesh Karri; Muhammad Shafique 001 (CoRR, 2025)