| 2026 | INFOCOM | Scalable Deep Reinforcement Learning for Asynchronous Edge Offloading via Deep Sets. | Tianhao Tao, Amiya Nayak |
| 2026 | IWCMC | HiCaRe-RL: A Hierarchical Decision-Making Framework for Joint Caching and Recommendation. | Zhenhuan Cui, Zening Wang, Amiya Nayak |
| 2026 | IWCMC | SPNet: Rethinking Feature Pyramids for Aerial Small Object Detection. | Zening Wang, Amiya Nayak |
| 2026 | WCNC | Hybrid AI-Quantum Model with Attention-Guided Variational Circuits for MSSQL Attack Detection in Wireless Networks. | Akshat Gaurav, Varsha Arya, Amiya Nayak, Kwok Tai Chui, Brij B. Gupta |
| 2025 | COMPSAC | Graph Neural Network-Based Internet Traffic Prediction in 6G Networks with Genetic Algorithm Hyperparameter Optimization. | Isaac Ampratwum, Amiya Nayak |
| 2025 | COMPSAC | Radio link failure prediction in 5G networks using graph neural networks. | Isaac Ampratwum, Amiya Nayak |
| 2025 | GLOBECOM | A GCN and Recommender Based Approach for Optimizing Edge Caching Performance in IoV. | Zhenhuan Cui, Jiacheng Hou, Amiya Nayak |
| 2025 | SNPD | Hybrid LLM-Enhanced Intrusion Detection for Zero-Day Threats in IoT Networks. | Mohammad F. Al-Hammouri, Yazan Otoum, Rasha Jamal Atwa, Amiya Nayak |
| 2024 | COMPSAC | Optimizing WDM Network Restoration with Deep Reinforcement Learning and Graph Neural Networks Integration. | Isaac Ampratwum, Amiya Nayak |
| 2024 | GLOBECOM | Advancing IoMT Defenses: Deep Collaborative Learning for Robust Healthcare Security. | Yazan Otoum, Paritosh Singh, Amiya Nayak |
| 2024 | ISNCC | Access Control in Vehicle to Emergency Services (V2S) Communicating Over MQTT-SN. | Hemant Gupta, Amiya Nayak |
| 2024 | VTC | Security Architecture for Vehicle to Emergency Services (V2S) Communicating Over MQTT-SN. | Hemant Gupta, Amiya Nayak |
| 2024 | WCNC | PoM: RFID Positioning for Real-World Application Using the Power of Mobility. | Shixian Ding, Haoxiang Guan, Amiya Nayak, Wei Gong |
| 2023 | GLOBECOM | A Graph-Based Spatial-Temporal Deep Reinforcement Learning Model for Edge Caching. | Jiacheng Hou, Amiya Nayak |
| 2023 | GLOBECOM | An Optimized GNN-Based Caching Scheme for SDN-Based Information-Centric Networks. | Jiacheng Hou, Tianhao Tao, Haoye Lu, Amiya Nayak |
| 2023 | GLOBECOM | A GNN-DRL-based Collaborative Edge Computing Strategy for Partial Offloading. | Tianhao Tao, Jiacheng Hou, Amiya Nayak |
| 2023 | ISNCC | A Genetic Algorithm-Based Improved Availability Framework for Controller Placement in SDN. | Emmanuel Asamoah, Isaac Ampratwum, Amiya Nayak |
| 2023 | ISNCC | Use of MQTT-SN in Sending Distress Signals in Vehicular Communication. | Hemant Gupta, Amiya Nayak |
| 2023 | ISNCC | Addressing IoT Security Challenges: A Framework for Determining Security Requirements of Smart Locks Leveraging MQTT-SN. | Hemant Gupta, Amiya Nayak |
| 2023 | ISNCC | A Nested Genetic Algorithm-Based Optimized Topology and Routing Scheme for WSN. | Isaac Ampratwum, Amiya Nayak |
| 2023 | WCNC | ALSensing: Human Activity Recognition using WiFi based on Active Learning. | Guangzhi Zhao, Zhipeng Zhou, Yutao Huang, Amiya Nayak, Wei Gong, Haoquan Zhou |
| 2022 | DCOSS | GNN-based End-to-end Delay Prediction in Software Defined Networking. | Zhun Ge, Jiacheng Hou, Amiya Nayak |
| 2022 | GLOBECOM | FTLIoT: A Federated Transfer Learning Framework for Securing IoT. | Yazan Otoum, Sai Krishna Yadlapalli, Amiya Nayak |
| 2022 | IWCMC | Transfer Learning-Driven Intrusion Detection for Internet of Vehicles (IoV). | Yazan Otoum, Yue Wan, Amiya Nayak |
| 2021 | GLOBECOM | A GNN-based Approach to Optimize Cache Hit Ratio in NDN Networks. | Jiacheng Hou, Huanzhang Xia, Haoye Lu, Amiya Nayak |
| 2021 | GLOBECOM | Signature-Over-The-Air with Transfer Learning IDS for Intelligent Connected Vehicles (ICV). | Yazan Otoum, Amiya Nayak |
| 2021 | GLOBECOM | Federated Transfer Learning-Based IDS for the Internet of Medical Things (IoMT). | Yazan Otoum, Yue Wan, Amiya Nayak |
| 2021 | ICLR | On the Dynamics of Training Attention Models. | Haoye Lu, Yongyi Mao, Amiya Nayak |
| 2021 | ISNCC | A Fog-based Reputation Evaluation Model for VANETs. | Rasha Jamal Atwa, Paola Flocchini, Amiya Nayak |
| 2020 | INFOCOM | Fog Integration with Optical Access Networks from an Energy Efficiency Perspective. | Ahmed H. Helmy, Amiya Nayak |
| 2020 | ISCC | On securing IoT from Deep Learning perspective. | Yazan Otoum, Amiya Nayak |
| 2020 | ISNCC | Risk-based Trust Evaluation Model for VANETs. | Rasha Jamal Atwa, Paola Flocchini, Amiya Nayak |
| 2020 | ISNCC | A Framework for QoS-based Routing in SDNs Using Deep Learning. | Ampratwum Isaac Owusu, Amiya Nayak |
| 2019 | DASC | Location Privacy Protection Method Based on a Proxy in Un-Trusted Mobile Social Networks. | Bidi Ying, Amiya Nayak |
| 2018 | COMPSAC | ACP: An Efficient User Location Privacy Preserving Protocol for Opportunistic Mobile Social Networks. | Rui Huang, Yichao Lin, Bidi Ying, Amiya Nayak |
| 2018 | GLOBECOM | Towards More Dynamic Energy-Efficient Bandwidth Allocation in EPONs. | Ahmed H. Helmy, Amiya Nayak |
| 2018 | GLOBECOM | Towards Green Fog-LR-PON Integration for Wireless Backhauls. | Ahmed H. Helmy, Amiya Nayak |
| 2018 | GLOBECOM | On Improving Measurement Accuracy of DREAM Framework with Estimation Filters. | Rene Hernandez Remedios, Amiya Nayak |
| 2018 | ICASSP | Using Deep Learning to Classify Power Consumption Signals of Wireless Devices: An Application to Cybersecurity. | Abdurhman Albasir, R. Soundar Raja James, Kshirasagar Naik, Amiya Nayak |
| 2018 | NOMS | Protecting location privacy in opportunistic mobile social networks. | Rui Huang, Bidi Ying, Amiya Nayak |
| 2017 | FNC | Distributed Localization for Participatory Sensing Systems. | Anubhuti Garg, Amiya Nayak |
| 2017 | GLOBECOM | Economic No-Key Semi-Quantum Direct Communication Protocol. | Haoye Lu, Michel Barbeau, Amiya Nayak |
| 2017 | PERCOM | Effective role-assignment for participatory sensing systems. | Anubhuti Garg, Amiya Nayak |
| 2017 | VTC | A Distributed Approach to Improving EPC Controller Performance. | Maryam M. Alotaibi, Amiya Nayak |
| 2016 | GPC | Optimizing I/O Intensive Domain Handling in Xen Hypervisor for Consolidated Server Environments. | Venkataramanan Venkatesh, Amiya Nayak |
| 2015 | IM | Improving flow completion time for short flows in datacenter networks. | Sijo Joy, Amiya Nayak |
| 2014 | MOBIHOC | Wise counting: fast and efficient batch authentication for large-scale RFID systems. | Wei Gong, Yunhao Liu, Amiya Nayak, Cheng Wang |
| 2014 | VTC | Efficient Authentication Protocol for Secure Vehicular Communications. | Bidi Ying, Amiya Nayak |
| 2013 | WCNC | Data authentication scheme for Unattended Wireless Sensor Networks against a mobile adversary. | Sasi Kiran V. L. Reddy, Sushmita Ruj, Amiya Nayak |
| 2012 | CCGRID | Privacy Preserving Access Control with Authentication for Securing Data in Clouds. | Sushmita Ruj, Milos Stojmenovic, Amiya Nayak |
| 2012 | DCOSS | Controlled Straight Mobility and Energy-Aware Routing in Robotic Wireless Sensor Networks. | Rafael Falcn, Hai Liu, Amiya Nayak, Ivan Stojmenovic |
| 2012 | GLOBECOM | Distributed data survivability schemes in mobile Unattended Wireless Sensor Networks. | Sasi Kiran V. L. Reddy, Sushmita Ruj, Amiya Nayak |
| 2012 | ICPADS | Hybrid Mode Radio Link Control for Efficient Video Transmission over 4GLTE Network. | Balaaji Tirouvengadam, Amiya Nayak |
| 2011 | CEC | Fault identification with binary adaptive fireflies in parallel and distributed systems. | Rafael Falcn, Marcio Almeida, Amiya Nayak |
| 2011 | GLOBECOM | Autoregression Models for Trust Management in Wireless Ad Hoc Networks. | Zhi Li, Xu Li, Venkat Narasimhan, Amiya Nayak, Ivan Stojmenovic |
| 2011 | GLOBECOM | Performance Modeling of Routing Dependability in Home Networks. | Hanan Saleet, Sagar Naik, Rami Langar, Raouf Boutaba, Amiya Nayak, Vineet Srivastava |
| 2011 | ICPADS | An Efficient Video Adaptation Scheme for SVC Transport over LTE Networks. | Rakesh Radhakrishnan, Amiya Nayak |
| 2011 | INFOCOM | Fully secure pairwise and triple key distribution in wireless sensor networks using combinatorial designs. | Sushmita Ruj, Amiya Nayak, Ivan Stojmenovic |
| 2011 | IWCMC | Using fuzzy logic to calculate the Backoff Interval for contention-based vehicular networks. | Tamer Abdelkader, Kshirasagar Naik, Amiya Nayak |
| 2011 | IWCMC | Localized Delay-bounded and Energy-efficient Data Aggregation in low-traffic request-driven wireless sensor and actor networks. | Chendong Xu, Xu Li, Amiya Nayak, Ivan Stojmenovic |
| 2011 | MASS | Quorum-based Localized Scheme for Duty Cycling in Asynchronous Sensor Networks. | Jianhui Zhang, Shaojie Tang, Xingfa Shen, Guojun Dai, Amiya Nayak |
| 2011 | PIMRC | Limitations of trust management schemes in VANET and countermeasures. | Zhen Huang, Sushmita Ruj, Marcos Antonio Cavenaghi, Amiya Nayak |
| 2011 | VTC | On Data-Centric Misbehavior Detection in VANETs. | Sushmita Ruj, Marcos Antonio Cavenaghi, Zhen Huang, Amiya Nayak, Ivan Stojmenovic |
| 2011 | TrustCom | DACC: Distributed Access Control in Clouds. | Sushmita Ruj, Amiya Nayak, Ivan Stojmenovic |
| 2011 | WiMob | A context-aware and location prediction framework for dynamic environments. | Yousif Al Ridhawi, Ismaeel Al Ridhawi, Ahmed Karmouch, Amiya Nayak |
| 2010 | CEC | A binary Particle Swarm Optimization approach to fault diagnosis in parallel and distributed systems. | Rafael Falcn, Marcio Almeida, Amiya Nayak |
| 2010 | CEC | The one-commodity traveling salesman problem with selective pickup and delivery: An ant colony approach. | Rafael Falcn, Xu Li, Amiya Nayak, Ivan Stojmenovic |
| 2010 | CNSM | Adaptive context monitoring in heterogeneous environments. | Dineshbalu Balakrishnan, Amiya Nayak |
| 2010 | GLOBECOM | A Socially-Based Routing Protocol for Delay Tolerant Networks. | Tamer Abdelkader, Kshirasagar Naik, Amiya Nayak, Nishith Goel |
| 2010 | GLOBECOM | QoS Support in Delay Tolerant Vehicular Ad Hoc Networks. | Hanan Saleet, Rami Langar, Sagar Naik, Raouf Boutaba, Amiya Nayak, Nishith Goel |
| 2010 | VTC | Biconnecting a Network of Mobile Robots Using Virtual Angular Forces. | Arnaud Casteigts, Jeremie Albert, Serge Chaumette, Amiya Nayak, Ivan Stojmenovic |
| 2010 | VTC | Randomized Robot-Assisted Relocation of Sensors for Coverage Repair in Wireless Sensor Networks. | Greg Fletcher, Xu Li, Amiya Nayak, Ivan Stojmenovic |
| 2010 | WoWMoM | Distributed storage in Disruption Tolerant Network. | Jingzhe Du, Evangelos Kranakis, Amiya Nayak |
| 2010 | WiMob | An eco-friendly routing protocol for Delay Tolerant Networks. | Tamer Abdelkader, Kshirasagar Naik, Amiya Nayak |
| 2010 | WiMob | Capability reconciliation for virtual device composition in mobile ad hoc networks. | Eric Karmouch, Amiya Nayak |
| 2010 | SECON | Back-Tracking Based Sensor Deployment by a Robot Team. | Greg Fletcher, Xu Li, Amiya Nayak, Ivan Stojmenovic |
| 2009 | CEC | An evolutionary approach to system-level fault diagnosis. | Hui Yang, Mourad Elhadef, Amiya Nayak, Xiaofan Yang |
| 2009 | GLOBECOM | A Distributed Constraint Satisfaction Problem for Virtual Device Composition in Mobile Ad Hoc Networks. | Eric Karmouch, Amiya Nayak |
| 2009 | HPCC | Efficient Geo-tracking and Adaptive Routing of Mobile Assets. | Dineshbalu Balakrishnan, Amiya Nayak, Pulak Dhar, Shailesh Kaul |
| 2009 | IPCCC | Efficient symmetric comparison-based self-diagnosis using backpropagation artificial neural networks. | Mourad Elhadef, Amiya Nayak |
| 2009 | MVA | Measuring Conicity from Shape Boundaries. | Milos Stojmenovic, Amiya Nayak |
| 2008 | APSCC | ABSRP- A Service Discovery Approach for Vehicular Ad Hoc Networks. | Brijesh Kadri Mohandas, Amiya Nayak, Kshirasagar Naik, Nishith Goel |
| 2008 | CIARP | Measuring the Related Properties of Linearity and Elongation of Point Sets. | Milos Stojmenovic, Amiya Nayak |
| 2008 | EUC | CSON-D: An Ambient Network Aware Context Dissemination Scheme towards Ubiquitous Networking. | Dineshbalu Balakrishnan, Amiya Nayak, Pulak Dhar |
| 2008 | ICPADS | Network Fault Diagnosis: An Artificial Immune System Approach. | Hui Yang, Mourad Elhadef, Amiya Nayak, Xiaofan Yang |
| 2008 | INFOCOM | Select-and-Protest-Based Beaconless Georouting with Guaranteed Delivery in Wireless Sensor Networks. | Hanna Kalosha, Amiya Nayak, Stefan Rhrup, Ivan Stojmenovic |
| 2008 | LREC | Using the Complexity of the Distribution of Lexical Elements as a Feature in Authorship Attribution. | Leanne Spracklin, Diana Inkpen, Amiya Nayak |
| 2007 | AINA | Secure Mobile Ad hoc Routing. | Xu Li, Amiya Nayak, Isabelle Ryl, David Simplot, Ivan Stojmenovic |
| 2007 | ICCCN | Localized detection of k-connectivity in wireless ad hoc, actuator and sensor networks. | Milenko Jorgic, Nishith Goel, Kalai Kalaichelvan, Amiya Nayak, Ivan Stojmenovic |
| 2007 | ICPADS | Ants vs. faults: A swarm intelligence approach for diagnosing distributed computing networks. | Mourad Elhadef, Amiya Nayak, Ni Zeng |
| 2007 | MASS | Semi-Beaconless Power and Cost Efficient Georouting with Guaranteed Delivery using Variable Transmission Radii for Wireless Sensor Networks. | Shantanu Das, Amiya Nayak, Stefan Rhrup, Ivan Stojmenovic |
| 2007 | PSIVT | Direct Ellipse Fitting and Measuring Based on Shape Boundaries. | Milos Stojmenovic, Amiya Nayak |
| 2007 | PSIVT | Measuring Linearity of Ordered Point Sets. | Milos Stojmenovic, Amiya Nayak |
| 2006 | Algosensors | Area Based Beaconless Reliable Broadcasting in Sensor Networks. | Francisco Javier Ovalle-Martnez, Amiya Nayak, Ivan Stojmenovic, Jean Carle, David Simplot-Ryl |
| 2006 | ICDCN | On Fault Tolerance of Two-Dimensional Mesh Networks. | Soumen Maity, Amiya Nayak, S. Ramsundar |
| 2006 | ISAAC | Effective Elections for Anonymous Mobile Agents. | Shantanu Das, Paola Flocchini, Amiya Nayak, Nicola Santoro |
| 2005 | ICDCIT | Cleaning an Arbitrary Regular Network with Mobile Agents. | Paola Flocchini, Amiya Nayak, Arno Schulz |
| 2005 | ISSRE | Improved Test Generation Algorithms for Pair-Wise Testing. | Soumen Maity, Amiya Nayak |
| 2005 | PDPTA | Probabilistic Diagnosis of Large Systems Using a Parallel Genetic Approach. | Mourad Elhadef, Kaouther Abrougui, Shantanu Das, Amiya Nayak |
| 2005 | SIROCCO | Distributed Exploration of an Unknown Graph. | Shantanu Das, Paola Flocchini, Amiya Nayak, Nicola Santoro |
| 2004 | ICDCIT | Hybrid-Chord: A Peer-to-Peer System Based on Chord. | Paola Flocchini, Amiya Nayak, Ming Xie |
| 2004 | MASS | Hop count optimal position based packet routing algorithms for ad hoc wireless networks with a realistic physical layer. | Johnson Kuruvila, Amiya Nayak, Ivan Stojmenovic |
| 1995 | ISAAC | On the Complexity of Testing for Catastrophic Faults. | Nicola Santoro, Jiajun Ren, Amiya Nayak |
| 1994 | VLSID | On Probabilistic Testing of Large-Scale Sequential Circuits Using Circuit Decomposition. | Sunil R. Das, Wen-Ben Jone, Amiya Nayak, Ian Choi |
| 1992 | ICCI | Efficient Construction of Catastrophic Patterns for VLSI Reconfigurable Arrays with Bidirectional Links. | Amiya Nayak, Linda Pagli, Nicola Santoro |
| 1990 | MICRO | A survey on bit dimension optimization strategies of microprograms. | Sunil R. Das, Amiya Nayak |