| 2026 | CCGRID | LogLearners: Identifying Compromised AI Functions in Serverless Systems. | Adil Bin Bhutto, Erik Elmroth, Monowar Bhuyan |
| 2026 | CCGRID | Artifact Appendix for Loglearners: Identifying Compromised AI Functions in Serverless Systems. | Adil Bin Bhutto, Erik Elmroth, Monowar Bhuyan |
| 2026 | SAC | TinySEED: A Lightweight Transformer Architecture with Channel-Attention for DDoS Detection. | Yinuo Zhang, Zulfiqar Ahmad Khan, Simin Nadjm-Tehrani, Monowar Bhuyan |
| 2026 | WACV | Personalized Image Privacy Advisors via Federated Daisy-Chaining. | Sourasekhar Banerjee, Vengateswaran Subramaniam, Debaditya Roy, Vigneshwaran Subbaraju, Monowar Bhuyan |
| 2025 | AIES | A Multidimensional Approach to Ethical AI Auditing. | Snia Teixeira, Atia Corts, Dilhan Thilakarathne, Gianmarco Gori, Marco Minici, Monowar Bhuyan, Nina Khairova, Tosin Adewumi, Devvjiit Bhuyan, Jack O'Keefe, Carmela Comito, Joo Gama, Virginia Dignum |
| 2025 | IJCNN | Towards Efficient Pruning and Multi-Scale Feature Transformations to Uncover Medical Diseases. | Omair Bilal, Saif Ur Rehman Khan, Sajib Mistry, Novarun Deb, Mufti Mahmud, Monowar Bhuyan |
| 2025 | IJCNN | KDLight: A Lightweight Knowledge Distillation Framework for Medical Image Classification. | Saif Ur Rehman Khan, Omair Bilal, Sajib Mistry, Novarun Deb, Mufti Mahmud, Monowar Bhuyan |
| 2025 | ICWS | Adaptive Composition of Machine Learning as a Service (MLaaS) for IoT Environments. | Deepak Kanneganti, Sajib Mistry, Sheik Mohammad Mostakim Fattah, Aneesh Krishna, Monowar Bhuyan |
| 2025 | MASCOTS | Taming Cold Starts: Proactive Serverless Scheduling with Model Predictive Control. | Chanh Nguyen, Monowar Bhuyan, Erik Elmroth |
| 2025 | NOMS | Towards Adaptive Rule Replacement for Mitigating Inference Attacks in Serverless SDN Framework. | Ankur Mudgal, Munesh Singh, Abhishek Verma, Kshira Sagar Sahoo, Paul Townend, Monowar Bhuyan |
| 2025 | SMC | MTF-Grasp: A Multi-tier Federated Learning Approach for Robotic Grasping. | Obaidullah Zaland, Erik Elmroth, Monowar Bhuyan |
| 2025 | WACV | Adaptive Deviation Learning for Visual Anomaly Detection with Data Contamination. | Anindya Sundar Das, Guansong Pang, Monowar Bhuyan |
| 2025 | WACV | Predicting Event Memorability Using Personalized Federated Learning. | Sourasekhar Banerjee, Debaditya Roy, Vigneshwaran Subbaraju, Monowar Bhuyan |
| 2024 | CloudCom | Enhancing Machine Learning Performance in Dynamic Cloud Environments with Auto-Adaptive Models. | Chanh Nguyen, Monowar Bhuyan, Erik Elmroth |
| 2024 | ICTAI | Towards Designing an Energy Efficient Accelerated Sparse Convolutional Neural Network. | Vijaypal Singh Rathor, Munesh Singh, Rahul Gupta, G. K. Sharma, Kshira Sagar Sahoo, Monowar Bhuyan |
| 2024 | NOMS | Securing P4-SDN Data Plane against Flow Table Modification Attack. | Buchammagari Avinash Reddy, Kshira Sagar Sahoo, Monowar Bhuyan |
| 2023 | CCGRID | Bottleneck identification and failure prevention with procedural learning in 5G RAN. | Tobias Sundqvist, Monowar Bhuyan, Erik Elmroth |
| 2023 | DEXA | Towards a Workload Mapping Model for Tuning Backing Services in Cloud Systems. | Gaurav Kumar, Kshira Sagar Sahoo, Monowar Bhuyan |
| 2023 | ICDCN | Towards Post-disaster Damage Assessment using Deep Transfer Learning and GAN-based Data Augmentation. | Sourasekhar Banerjee, Yashwant Singh Patel, Pushkar Kumar, Monowar Bhuyan |
| 2023 | ICONIP | Few-Shot Anomaly Detection in Text with Deviation Learning. | Anindya Sundar Das, Aravind Ajay, Sriparna Saha, Monowar Bhuyan |
| 2023 | TrustCom | Detecting DDoS Attacks on the Network Edge: An Information-Theoretic Correlation Analysis. | Ryosuke Araki, Kshira Sagar Sahoo, Yuzo Taenaka, Youki Kadobayashi, Erik Elmroth, Monowar Bhuyan |
| 2023 | TrustCom | Unified Identification of Anomalies on the Edge: A Hybrid Sequential PGM Approach. | Javad Forough, Monowar Bhuyan, Erik Elmroth |
| 2022 | COMSNETS | Uncovering latency anomalies in 5G RAN - A combination learner approach. | Tobias Sundqvist, Monowar Bhuyan, Erik Elmroth |
| 2022 | ICDCS | DELA: A Deep Ensemble Learning Approach for Cross-layer VSI-DDoS Detection on the Edge. | Javad Forough, Monowar Bhuyan, Erik Elmroth |
| 2022 | IJCNN | Optimized and Adaptive Federated Learning for Straggler-Resilient Device Selection. | Sourasekhar Banerjee, Xuan-Son Vu, Monowar Bhuyan |
| 2022 | ICTAI | Argumentation-Based Adversarial Regression with Multiple Learners. | Monowar Bhuyan, Juan Carlos Nieves |
| 2021 | CIKM | Cformer: Semi-Supervised Text Clustering Based on Pseudo Labeling. | Arezoo Hatefi, Xuan-Son Vu, Monowar Bhuyan, Frank Drewes |
| 2021 | ICONIP | Fed-FiS: a Novel Information-Theoretic Federated Feature Selection for Learning Stability. | Sourasekhar Banerjee, Erik Elmroth, Monowar Bhuyan |