A Computational Review of Identity-based Signcryption Schemes. - Murari Mandal; Gaurav Sharma 006; Anil K. Verma 001 (Int. J. Netw. Secur., 2016)

CANDID: Robust Change Dynamics and Deterministic Update Policy for Dynamic Background Subtraction. - Murari Mandal; Prafulla Saxena; Santosh Kumar Vipparthi; Subrahmanyam Murala (ICPR, 2018)

Multichannel Distributed Local Pattern for Content Based Indexing and Retrieval. - Sonakshi Mathur; Mallika Chaudhary; Hemant Verma; Murari Mandal; Santosh Kumar Vipparthi; Subrahmanyam Murala (CoRR, 2018)

3D CNN with Localized Residual Connections for Hyperspectral Image Classification. - Shivangi Dwivedi; Murari Mandal; Shekhar Yadav; Santosh Kumar Vipparthi (CVIP (2), 2019)

Challenges in Time-Stamp Aware Anomaly Detection in Traffic Videos. - Kuldeep Marotirao Biradar; Ayushi Gupta; Murari Mandal; Santosh Kumar Vipparthi (CVPR Workshops, 2019)

SSSDET: Simple Short and Shallow Network for Resource Efficient Vehicle Detection in Aerial Scenes. - Murari Mandal; Manal Shah; Prashant Meena; Santosh Kumar Vipparthi (ICIP, 2019)

ANTIC: antithetic isomeric cluster patterns for medical image retrieval and change detection. - Murari Mandal; Mallika Chaudhary; Santosh Kumar Vipparthi; Subrahmanyam Murala; Anil Balaji Gonde; Shyam Krishna Nagar (IET Comput. Vis., 2019)

Regional adaptive affinitive patterns (RADAP) with logical operators for facial expression recognition. - Murari Mandal; Monu Verma; Sonakshi Mathur; Santosh Kumar Vipparthi; Subrahmanyam Murala; Kranthi Kumar Deveerasetty (IET Image Process., 2019)

3DFR: A Swift 3D Feature Reductionist Framework for Scene Independent Change Detection. - Murari Mandal; Vansh Dhar; Abhishek Mishra; Santosh Kumar Vipparthi (IEEE Signal Process. Lett., 2019)

NTIRE 2020 Challenge on NonHomogeneous Dehazing. - Codruta O. Ancuti; Cosmin Ancuti; Florin-Alexandru Vasluianu; Radu Timofte; Jing Liu 031; Haiyan Wu; Yuan Xie 006; Yanyun Qu; Lizhuang Ma; Ziling Huang; Qili Deng; Ju-Chin Chao; et al. (CVPR Workshops, 2020)

HIDeGan: A Hyperspectral-guided Image Dehazing GAN. - Aditya Mehta; Harsh Sinha; Pratik Narang; Murari Mandal (CVPR Workshops, 2020)

VisDrone-DET2020: The Vision Meets Drone Object Detection in Image Challenge Results. - Dawei Du; Longyin Wen; Pengfei Zhu 001; Heng Fan 001; Qinghua Hu; Haibin Ling; Mubarak Shah; Junwen Pan; Apostolos Axenopoulos; Arne Schumann; Athanasios Psaltis; Ayush Jain; et al. (ECCV Workshops (4), 2020)

AIM 2020 Challenge on Image Extreme Inpainting. - Evangelos Ntavelis; Andrés Romero; Siavash Bigdeli; Radu Timofte; Zheng Hui; Xiumei Wang; Xinbo Gao 001; Chajin Shin; Taeoh Kim; Hanbin Son; Sangyoun Lee; Chao Li 034; et al. (ECCV Workshops (3), 2020)

MOR-UAV: A Benchmark Dataset and Baselines for Moving Object Recognition in UAV Videos. - Murari Mandal; Lav Kush Kumar; Santosh Kumar Vipparthi (ACM Multimedia, 2020)

MotionRec: A Unified Deep Framework for Moving Object Recognition. - Murari Mandal; Lav Kush Kumar; Mahipal Singh Saran; Santosh Kumar Vipparthi (WACV, 2020)

AVDNet: A Small-Sized Vehicle Detection Network for Aerial Visual Data. - Murari Mandal; Manal Shah; Prashant Meena; Sanhita Devi; Santosh Kumar Vipparthi (IEEE Geosci. Remote. Sens. Lett., 2020)

Improving Aerial Instance Segmentation in the Dark with Self-Supervised Low Light Enhancement (Student Abstract). - Prateek Garg; Murari Mandal; Pratik Narang (AAAI, 2021)

Learning to Enhance Visual Quality via Hyperspectral Domain Mapping (Student Abstract). - Harsh Sinha; Aditya Mehta; Murari Mandal; Pratik Narang (AAAI, 2021)

Domain-Aware Unsupervised Hyperspectral Reconstruction for Aerial Image Dehazing. - Aditya Mehta; Harsh Sinha; Murari Mandal; Pratik Narang (WACV, 2021)

Improving Aerial Instance Segmentation in the Dark with Self-Supervised Low Light Enhancement. - Prateek Garg; Murari Mandal; Pratik Narang (CoRR, 2021)

Learning to Enhance Visual Quality via Hyperspectral Domain Mapping. - Harsh Sinha; Aditya Mehta; Murari Mandal; Pratik Narang (CoRR, 2021)

TheiaNet: Towards fast and inexpensive CNN design choices for image dehazing. - Aryan Mehra; Pratik Narang; Murari Mandal (J. Vis. Commun. Image Represent., 2021)

AI-Enabled Object Detection in UAVs: Challenges, Design Choices, and Research Directions. - Ayush Jain; Rohit Ramaprasad; Pratik Narang; Murari Mandal; Vinay Chamola; F. Richard Yu; Mohsen Guizani (IEEE Netw., 2021)

3DCD: Scene Independent End-to-End Spatiotemporal Feature Learning Framework for Change Detection in Unseen Videos. - Murari Mandal; Vansh Dhar; Abhishek Mishra; Santosh Kumar Vipparthi; Mohamed Abdel-Mottaleb (IEEE Trans. Image Process., 2021)

ReViewNet: A Fast and Resource Optimized Network for Enabling Safe Autonomous Driving in Hazy Weather Conditions. - Aryan Mehra; Murari Mandal; Pratik Narang; Vinay Chamola (IEEE Trans. Intell. Transp. Syst., 2021)

ISDNet: AI-enabled Instance Segmentation of Aerial Scenes for Smart Cities. - Prateek Garg; Anirudh Srinivasan Chakravarthy; Murari Mandal; Pratik Narang; Vinay Chamola; Mohsen Guizani (ACM Trans. Internet Techn., 2021)

TabSynDex: A Universal Metric for Robust Evaluation of Synthetic Tabular Data. - Vikram S. Chundawat; Ayush K. Tarun; Murari Mandal; Mukund Lahoti; Pratik Narang (CoRR, 2022)

Scene Independency Matters: An Empirical Study of Scene Dependent and Scene Independent Evaluation for CNN-Based Change Detection. - Murari Mandal; Santosh Kumar Vipparthi (IEEE Trans. Intell. Transp. Syst., 2022)

An Empirical Review of Deep Learning Frameworks for Change Detection: Model Design, Experimental Frameworks, Challenges and Research Needs. - Murari Mandal; Santosh Kumar Vipparthi (IEEE Trans. Intell. Transp. Syst., 2022)

Correction to "ReViewNet: A Fast and Resource Optimized Network for Enabling Safe Autonomous Driving in Hazy Weather Conditions". - Aryan Mehra; Murari Mandal; Pratik Narang; Vinay Chamola (IEEE Trans. Intell. Transp. Syst., 2022)

AutoMER: Spatiotemporal Neural Architecture Search for Microexpression Recognition. - Monu Verma; M. Satish Kumar Reddy; Yashwanth Reddy Meedimale; Murari Mandal; Santosh Kumar Vipparthi (IEEE Trans. Neural Networks Learn. Syst., 2022)

DroneSegNet: Robust Aerial Semantic Segmentation for UAV-Based IoT Applications. - Anirudh Srinivasan Chakravarthy; Soumendu Sinha; Pratik Narang; Murari Mandal; Vinay Chamola; F. Richard Yu (IEEE Trans. Veh. Technol., 2022)

Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks Using an Incompetent Teacher. - Vikram S. Chundawat; Ayush K. Tarun; Murari Mandal; Mohan S. Kankanhalli (AAAI, 2023)

Deep Regression Unlearning. - Ayush Kumar Tarun; Vikram Singh Chundawat; Murari Mandal; Mohan S. Kankanhalli (ICML, 2023)

Distill to Delete: Unlearning in Graph Networks with Knowledge Distillation. - Yash Sinha; Murari Mandal; Mohan S. Kankanhalli (CoRR, 2023)

Zero-Shot Machine Unlearning. - Vikram S. Chundawat; Ayush K. Tarun; Murari Mandal; Mohan S. Kankanhalli (IEEE Trans. Inf. Forensics Secur., 2023)

Efficient neural architecture search for emotion recognition. - Monu Verma; Murari Mandal; M. Satish Kumar Reddy; Yashwanth Reddy Meedimale; Santosh Kumar Vipparthi (Expert Syst. Appl., 2023)

Neural Architecture Search for Image Dehazing. - Murari Mandal; Yashwanth Reddy Meedimale; M. Satish Kumar Reddy; Santosh Kumar Vipparthi (IEEE Trans. Artif. Intell., 2023)

EcoVal: An Efficient Data Valuation Framework for Machine Learning. - Ayush K. Tarun; Vikram S. Chundawat; Murari Mandal; Hong Ming Tan; Bowei Chen 001; Mohan S. Kankanhalli (KDD, 2024)

Multi-Modal Recommendation Unlearning. - Yash Sinha; Murari Mandal; Mohan S. Kankanhalli (CoRR, 2024)

A Unified Framework for Continual Learning and Machine Unlearning. - Romit Chatterjee; Vikram S. Chundawat; Ayush K. Tarun; Ankur Arjun Mali; Murari Mandal (CoRR, 2024)

Unlearning or Concealment? A Critical Analysis and Evaluation Metrics for Unlearning in Diffusion Models. - Aakash Sen Sharma; Niladri Sarkar; Vikram S. Chundawat; Ankur Arjun Mali; Murari Mandal (CoRR, 2024)

ConDa: Fast Federated Unlearning with Contribution Dampening. - Vikram S. Chundawat; Pushkar Niroula; Prasanna Dhungana; Stefan Schoepf; Murari Mandal; Alexandra Brintrup (CoRR, 2024)

Triplet-set feature proximity learning for video anomaly detection. - Kuldeep Marotirao Biradar; Murari Mandal; Sachin Dube; Santosh Kumar Vipparthi; Dinesh Kumar Tyagi (Image Vis. Comput., 2024)

A Universal Metric for Robust Evaluation of Synthetic Tabular Data. - Vikram S. Chundawat; Ayush K. Tarun; Murari Mandal; Mukund Lahoti; Pratik Narang (IEEE Trans. Artif. Intell., 2024)

Captionomaly: A Deep Learning Toolbox for Anomaly Captioning in Social Surveillance Systems. - Adit Goyal; Murari Mandal; Vikas Hassija; Moayad Aloqaily; Vinay Chamola (IEEE Trans. Comput. Soc. Syst., 2024)

Fast Yet Effective Machine Unlearning. - Ayush K. Tarun; Vikram S. Chundawat; Murari Mandal; Mohan S. Kankanhalli (IEEE Trans. Neural Networks Learn. Syst., 2024)

Multi-Modal Recommendation Unlearning for Legal, Licensing, and Modality Constraints. - Yash Sinha; Murari Mandal; Mohan S. Kankanhalli (AAAI, 2025)

UnSTAR: Unlearning with Self-Taught Anti-Sample Reasoning for LLMs. - Yash Sinha; Murari Mandal; Mohan S. Kankanhalli (Trans. Mach. Learn. Res., 2025)

ALU: Agentic LLM Unlearning. - Debdeep Sanyal; Murari Mandal (CoRR, 2025)

ReviewEval: An Evaluation Framework for AI-Generated Reviews. - Chhavi Kirtani; Madhav Krishan Garg; Tejash Prasad; Tanmay Singhal; Murari Mandal; Dhruv Kumar 001 (CoRR, 2025)

Guardians of Generation: Dynamic Inference-Time Copyright Shielding with Adaptive Guidance for AI Image Generation. - Soham Roy; Abhishek Mishra; Shirish Karande 001; Murari Mandal (CoRR, 2025)

Right Prediction, Wrong Reasoning: Uncovering LLM Misalignment in RA Disease Diagnosis. - Umakanta Maharana; Sarthak Verma; Avarna Agarwal; Prakashini Mruthyunjaya; Dwarikanath Mahapatra; Sakir Ahmed; Murari Mandal (CoRR, 2025)

OrgAccess: A Benchmark for Role Based Access Control in Organization Scale LLMs. - Debdeep Sanyal; Umakanta Maharana; Yash Sinha; Hong Ming Tan; Shirish S. Karande; Mohan S. Kankanhalli; Murari Mandal (CoRR, 2025)

Investigating Pedagogical Teacher and Student LLM Agents: Genetic Adaptation Meets Retrieval Augmented Generation Across Learning Style. - Debdeep Sanyal; Agniva Maiti; Umakanta Maharana; Dhruv Kumar 001; Ankur Arjun Mali; C. Lee Giles; Murari Mandal (CoRR, 2025)

Nine Ways to Break Copyright Law and Why Our LLM Won't: A Fair Use Aligned Generation Framework. - Aakash Sen Sharma; Debdeep Sanyal; Priyansh Srivastava; Sundar Atreya H.; Shirish S. Karande; Mohan S. Kankanhalli; Murari Mandal (CoRR, 2025)

Step-by-Step Reasoning Attack: Revealing 'Erased' Knowledge in Large Language Models. - Yash Sinha; Manit Baser; Murari Mandal; Dinil Mon Divakaran; Mohan S. Kankanhalli (CoRR, 2025)