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ORCIDNanda Rani
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2020 – today
- 2026
[j4]Nanda Rani, Bikash Saha, Vikas Maurya, Sandeep Kumar Shukla:
Decoding shadows: Towards Tactics, Techniques, and Procedures (TTP)-based Advanced Persistent Threat (APT) attribution. Inf. Secur. J. A Glob. Perspect. 35(3): 381-408 (2026)- [c12]Bikash Saha
, Nanda Rani, Sandeep Kumar Shukla:
On the Adversarial Planning Capabilities of LLMs. ARES (Workshops, 2) 2026: 59-78 - [c11]Minghao Shao, Nanda Rani, Kimberly Milner, Haoran Xi, Meet Udeshi, Saksham Aggarwal, Venkata Sai Charan Putrevu, Sandeep K. Shukla, Prashanth Krishnamurthy, Farshad Khorrami, Ramesh Karri, Muhammad Shafique:
Towards Effective Offensive Security LLM Agents: Hyperparameter Tuning, LLM as a Judge, and a Lightweight CTF Benchmark. AAAI 2026: 29660-29668 - [i14]Nanda Rani, Kimberly Milner, Minghao Shao, Meet Udeshi, Haoran Xi, Venkata Sai Charan Putrevu, Saksham Aggarwal, Sandeep K. Shukla, Prashanth Krishnamurthy, Farshad Khorrami, Muhammad Shafique, Ramesh Karri:
CyberExplorer: Benchmarking LLM Offensive Security Capabilities in a Real-World Attacking Simulation Environment. CoRR abs/2602.08023 (2026) - [i13]Haoran Xi, Minghao Shao, Kimberly Milner, Venkata Sai Charan Putrevu, Nanda Rani, Meet Udeshi, Prashanth Krishnamurthy, Brendan Dolan-Gavitt, Siddharth Garg, Sandeep Kumar Shukla, Farshad Khorrami, Alon Hillel-Tuch, Muhammad Shafique, Ramesh Karri:
AI In Cybersecurity Education - Scalable Agentic CTF Design Principles and Educational Outcomes. CoRR abs/2603.21551 (2026) - [i12]Nanda Rani, Christian Rossow:
On the Security of Research Artifacts. CoRR abs/2605.06508 (2026) - 2025
- [j3]Nanda Rani, Bikash Saha, Sandeep Kumar Shukla:
A comprehensive survey of automated Advanced Persistent Threat attribution: Taxonomy, methods, challenges and open research problems. J. Inf. Secur. Appl. 92: 104076 (2025) - [c10]Bikash Saha, Nanda Rani, Joheen Chakraborty, Divyanshu Singh, Soumyo V. Chakraborty, Sandeep Kumar Shukla:
PARAG: Proactive Answering Framework Integrating LLMs with Retrieval-Augmented Generation. EICC 2025: 20-37 - [c9]Antonino Vitale, Simone Aonzo, Savino Dambra, Nanda Rani, Lorenzo Ippolito, Platon Kotzias, Juan Caballero, Davide Balzarotti:
The Polymorphism Maze: Understanding Diversities and Similarities in Malware Families. ESORICS (3) 2025: 505-525 - [c8]Bikash Saha, Nanda Rani, Sandeep Kumar Shukla:
MaLAware: Automating the Comprehension of Malicious Software Behaviours using Large Language Models (LLMs). MSR 2025: 169-173 - [i11]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:
D-CIPHER: Dynamic Collaborative Intelligent Agents with Planning and Heterogeneous Execution for Enhanced Reasoning in Offensive Security. CoRR abs/2502.10931 (2025) - [i10]Bikash Saha, Nanda Rani, Sandeep Kumar Shukla:
MaLAware: Automating the Comprehension of Malicious Software Behaviours using Large Language Models (LLMs). CoRR abs/2504.01145 (2025) - [i9]Bikash Saha, Nanda Rani, Sandeep Kumar Shukla:
Generative AI in Financial Institution: A Global Survey of Opportunities, Threats, and Regulation. CoRR abs/2504.21574 (2025) - [i8]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:
CRAKEN: Cybersecurity LLM Agent with Knowledge-Based Execution. CoRR abs/2505.17107 (2025) - [i7]Nanda Rani, Sandeep Kumar Shukla:
AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution. CoRR abs/2506.10175 (2025) - [i6]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:
Towards Effective Offensive Security LLM Agents: Hyperparameter Tuning, LLM as a Judge, and a Lightweight CTF Benchmark. CoRR abs/2508.05674 (2025) - 2024
- [j2]Venkata Sai Charan Putrevu, Subhasis Mukhopadhyay, Subhajit Manna, Nanda Rani, Ansh Vaid, Hrushikesh Chunduri, Mohan Anand Putrevu, Sandeep K. Shukla:
ADAPT: Adaptive Camouflage Based Deception Orchestration For Trapping Advanced Persistent Threats. DTRAP 5(3): 21:1-21:35 (2024) - [j1]Nanda Rani, Bikash Saha, Vikas Maurya, Sandeep Kumar Shukla:
TTPXHunter: Actionable Threat Intelligence Extraction as TTPs from Finished Cyber Threat Reports. Digit. Threat. Res. Pract. 5(4): 37:1-37:19 (2024) - [c7]Bikash Saha, Nanda Rani, Sandeep Kumar Shukla:
MAD: A Meta-Learning Approach to Detect Advanced Persistent Threats using Provenance Data in Industrial IoT. ACSAC Workshops 2024: 201-207 - [c6]Nanda Rani, Bikash Saha, Ravi Kumar, Sandeep Kumar Shukla:
Genesis of Cyber Threats: Towards Malware-based Advanced Persistent Threat (APT) Attribution. TPS-ISA 2024: 399-408 - [i5]Nanda Rani, Bikash Saha, Vikas Maurya, Sandeep Kumar Shukla:
TTPXHunter: Actionable Threat Intelligence Extraction as TTPs from Finished Cyber Threat Reports. CoRR abs/2403.03267 (2024) - [i4]Nanda Rani, Bikash Saha, Sandeep Kumar Shukla:
A Comprehensive Survey of Advanced Persistent Threat Attribution: Taxonomy, Methods, Challenges and Open Research Problems. CoRR abs/2409.11415 (2024) - [i3]Nanda Rani, Bikash Saha, Vikas Maurya, Sandeep Kumar Shukla:
Chasing the Shadows: TTPs in Action to Attribute Advanced Persistent Threats. CoRR abs/2409.16400 (2024) - [i2]Nanda Rani, Divyanshu Singh, Bikash Saha, Sandeep Kumar Shukla:
Automated Classification of Cybercrime Complaints using Transformer-based Language Models for Hinglish Texts. CoRR abs/2412.16614 (2024) - 2023
- [c5]Nanda Rani, Bikash Saha, Vikas Maurya, Sandeep Kumar Shukla:
TTPHunter: Automated Extraction of Actionable Intelligence as TTPs from Narrative Threat Reports. ACSW 2023: 126-134 - [c4]Bikash Saha, Nanda Rani, Sandeep Kumar Shukla:
MalXCap: A Method for Malware Capability Extraction. ISPEC 2023: 230-249 - 2022
- [c3]Nanda Rani, Ayushi Mishra, Rahul Kumar, Sarbajit Ghosh, Sandeep K. Shukla, Priyanka Bagade:
A Generalized Unknown Malware Classification. SecureComm 2022: 793-806 - [c2]Vikas Maurya, Nanda Rani, Sandeep Kumar Shukla:
RemOD: Operational Drift-Adaptive Intrusion Detection. SPACE 2022: 314-333 - [i1]Nanda Rani, Sunita Vikrant Dhavale:
Leveraging Machine Learning for Ransomware Detection. CoRR abs/2206.01919 (2022) - 2021
- [c1]Nanda Rani, Sunita Vikrant Dhavale, Amarjit Singh, Atul Mehra:
A Survey on Machine Learning-Based Ransomware Detection. ICMC 2021: 171-186
Coauthor Index
aka: Sandeep Kumar Shukla
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