Nanda Rani

According to our database, Nanda Rani authored at least 22 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

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

CoRR, August, 2025

AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution.

Nanda Rani, Sandeep Kumar Shukla

CoRR, June, 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

CoRR, May, 2025

Generative AI in Financial Institution: A Global Survey of Opportunities, Threats, and Regulation.

Bikash Saha, Nanda Rani, Sandeep Kumar Shukla

CoRR, April, 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

CoRR, February, 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

MaLAware: Automating the Comprehension of Malicious Software Behaviours using Large Language Models (LLMs).

Bikash Saha, Nanda Rani, Sandeep Kumar Shukla

Proceedings of the 22nd IEEE/ACM International Conference on Mining Software Repositories, 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

Proceedings of the Computer Security - ESORICS 2025, 2025

PARAG: Proactive Answering Framework Integrating LLMs with Retrieval-Augmented Generation.

Bikash Saha, Nanda Rani, Joheen Chakraborty, Divyanshu Singh, Soumyo V. Chakraborty, Sandeep Kumar Shukla

Proceedings of the Cybersecurity - 9th European Interdisciplinary Cybersecurity Conference, 2025

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., December, 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

Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts.

Nanda Rani, Divyanshu Singh, 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

A Comprehensive Survey of Advanced Persistent Threat Attribution: Taxonomy, Methods, Challenges and Open Research Problems.

Nanda Rani, Bikash Saha, Sandeep Kumar Shukla

CoRR, 2024

Genesis of Cyber Threats: Towards Malware-based Advanced Persistent Threat (APT) Attribution.

Nanda Rani, Bikash Saha, Ravi Kumar, Sandeep Kumar Shukla

Proceedings of the 5th IEEE International Conference on Trust, 2024

MAD: A Meta-Learning Approach to Detect Advanced Persistent Threats using Provenance Data in Industrial IoT.

Bikash Saha, Nanda Rani, Sandeep Kumar Shukla

Proceedings of the Annual Computer Security Applications Conference, 2024

2023

MalXCap: A Method for Malware Capability Extraction.

Bikash Saha, Nanda Rani, Sandeep Kumar Shukla

Proceedings of the Information Security Practice and Experience, 2023

TTPHunter: Automated Extraction of Actionable Intelligence as TTPs from Narrative Threat Reports.

Nanda Rani, Bikash Saha, Vikas Maurya, Sandeep Kumar Shukla

Proceedings of the 2023 Australasian Computer Science Week, 2023

2022

Leveraging Machine Learning for Ransomware Detection.

Nanda Rani, Sunita Vikrant Dhavale

CoRR, 2022

RemOD: Operational Drift-Adaptive Intrusion Detection.

Vikas Maurya, Nanda Rani, Sandeep Kumar Shukla

Proceedings of the Security, Privacy, and Applied Cryptography Engineering, 2022

A Generalized Unknown Malware Classification.

Nanda Rani, Ayushi Mishra, Rahul Kumar, Sarbajit Ghosh, Sandeep K. Shukla, Priyanka Bagade

Proceedings of the Security and Privacy in Communication Networks, 2022

2021

A Survey on Machine Learning-Based Ransomware Detection.

Nanda Rani, Sunita Vikrant Dhavale, Amarjit Singh, Atul Mehra

Proceedings of the Seventh International Conference on Mathematics and Computing, 2021