Publications
Publications
An asterisk denotes a student advisee. The full record is also on Google Scholar.
- 2026BookCyber ResilienceCyber Resilience in Next-Generation Networks: Theoretical Foundations, Threat Landscape, and Design ParadigmsJ. Farooq and Q. ZhuFoundations and Trends in Networking (FnT), Emerald Publishers
@book{farooq2026cyber, author = {J. Farooq and Q. Zhu}, title = {Cyber Resilience in Next-Generation Networks: Theoretical Foundations, Threat Landscape, and Design Paradigms}, publisher = {Foundations and Trends in Networking (FnT), Emerald Publishers}, year = {2026}, } - 2026JournalNextG / O-RANAI / LearningDelay-Aware Reinforcement Learning for O-RAN Control under Stochastic Reward FeedbackX. Wu*, J. Farooq, T. Li, J. Chen, and Ying Wangin IEEE Networking Letters
@article{wu2026delayaware, author = {X. Wu and J. Farooq and T. Li and J. Chen and Ying Wang}, title = {Delay-Aware Reinforcement Learning for O-RAN Control under Stochastic Reward Feedback}, journal = {IEEE Networking Letters}, year = {2026}, } - 2026ConferenceNextG / O-RANAI / LearningDependency-Aware Task Offloading via Quantum Graph Attention Network-based Deep Reinforcement Learning in Collaborative Edge-Cloud SystemsYing Wang, X. Wu*, J. Farooq, S. Y. Chen, and J. Chenin International Conference on Computer Communications and Networks (ICCCN 2026)
@inproceedings{wang2026dependencyaware, author = {Ying Wang and X. Wu and J. Farooq and S. Y. Chen and J. Chen}, title = {Dependency-Aware Task Offloading via Quantum Graph Attention Network-based Deep Reinforcement Learning in Collaborative Edge-Cloud Systems}, booktitle = {International Conference on Computer Communications and Networks (ICCCN 2026)}, year = {2026}, } - 2026JournalCyber ResilienceAI / LearningDifferentiable architecture search for adversarially robust quantum computer visionM. Afane*, Q. Long, H. Shen, Y. Mao, J. Farooq, Y. Chen, and J. Chenin Quantum Machine Intelligence, vol. 8, no. 2
@article{afane2026differentiable, author = {M. Afane and Q. Long and H. Shen and Y. Mao and J. Farooq and Y. Chen and J. Chen}, title = {Differentiable architecture search for adversarially robust quantum computer vision}, journal = {Quantum Machine Intelligence, vol. 8, no. 2}, year = {2026}, url = {https://link.springer.com/article/10.1007/s42484-026-00353-0}, } - 2026JournalUAV & AerialDynamic Multi-Modal UAV Control for Optimized Coverage and Backhaul Connectivity in Spatially Unstructured and Dispersed User EnvironmentsY. Wang*, J. Farooq, and J. Chenin IEEE Transactions on Mobile Computing, vol. 25, no. 2, pp. 2320-2334
@article{wang2026dynamic, author = {Y. Wang and J. Farooq and J. Chen}, title = {Dynamic Multi-Modal UAV Control for Optimized Coverage and Backhaul Connectivity in Spatially Unstructured and Dispersed User Environments}, journal = {IEEE Transactions on Mobile Computing, vol. 25, no. 2, pp. 2320-2334}, year = {2026}, url = {https://www.computer.org/csdl/journal/tm/5555/01/11152341/29LAw5X8z2E}, } - 2026ConferenceNextG / O-RANCyber ResilienceJamming-Resilient PRB Reservation for Latency-Critical O-RAN Network SlicingE. Delavari* and J. Farooqin IEEE DySPAN 2026 ML-Spec Workshop, Washington D.C., USA
@inproceedings{delavari2026jammingresilient, author = {E. Delavari and J. Farooq}, title = {Jamming-Resilient PRB Reservation for Latency-Critical O-RAN Network Slicing}, booktitle = {IEEE DySPAN 2026 ML-Spec Workshop, Washington D.C., USA}, year = {2026}, } - 2026JournalNextG / O-RANMulti-agent Resource Orchestration Based on D3QN for Network Slicing in 5G Edge-Cloud NetworksX. Wu*, J. Farooq, and J. Chenin IEEE Transactions on Network and Service Management, vol. 23, pp. 1766-1781
@article{wu2026multiagent, author = {X. Wu and J. Farooq and J. Chen}, title = {Multi-agent Resource Orchestration Based on D3QN for Network Slicing in 5G Edge-Cloud Networks}, journal = {IEEE Transactions on Network and Service Management, vol. 23, pp. 1766-1781}, year = {2026}, url = {https://ieeexplore.ieee.org/document/11297800}, } - 2026ConferenceNextG / O-RANCyber ResilienceAI / LearningPROMPTGUARD: Zero Trust Prompting for Securing LLM-Driven O-RAN ControlY. Wang*, X. Wu*, J. Farooq, and J. Chenin Proc. NDSS 2026 Workshop on Security and Privacy of Next-Generation Networks (FutureG), San Diego CA
@inproceedings{wang2026promptguard, author = {Y. Wang and X. Wu and J. Farooq and J. Chen}, title = {PROMPTGUARD: Zero Trust Prompting for Securing LLM-Driven O-RAN Control}, booktitle = {Proc. NDSS 2026 Workshop on Security and Privacy of Next-Generation Networks (FutureG), San Diego CA}, year = {2026}, url = {https://www.ndss-symposium.org/wp-content/uploads/futureg26-22.pdf}, } - 2026JournalNextG / O-RANAI / LearningProcess-Informed Multi-Agent Reinforcement Learning for Joint Radio-Compute Orchestration in Industrial O-RANX. Wu*, Y. Wang*, J. Farooq, M. M. Butt, H. Ghazzai, and G. Settiin IEEE Networking Letters
@article{wu2026processinformed, author = {X. Wu and Y. Wang and J. Farooq and M. M. Butt and H. Ghazzai and G. Setti}, title = {Process-Informed Multi-Agent Reinforcement Learning for Joint Radio-Compute Orchestration in Industrial O-RAN}, journal = {IEEE Networking Letters}, year = {2026}, url = {https://ieeexplore.ieee.org/document/11494807}, } - 2026Book ChapterNextG / O-RANRisk-Aware Resource Orchestration in Multi-Tier 5G Edge-Cloud NetworksX. Wu*, J. Farooq, and J. Chenin Intent-Driven Network: Techniques and Applications, Springer Wireless Network Series
@incollection{wu2026riskaware, author = {X. Wu and J. Farooq and J. Chen}, title = {Risk-Aware Resource Orchestration in Multi-Tier 5G Edge-Cloud Networks}, publisher = {Intent-Driven Network: Techniques and Applications, Springer Wireless Network Series}, year = {2026}, } - 2026ConferenceNextG / O-RANCyber ResilienceTemporally Encoded Double DQN for Proactive PRB Allocation in O-RAN Enabled Industrial NetworksE. Delavari*, X. Wu*, and J. Farooqin IEEE/IFIP NOMS 2026 Workshop on Resilience in Next Generation Network Management (NGResNet), Rome, Italy
@inproceedings{delavari2026temporally, author = {E. Delavari and X. Wu and J. Farooq}, title = {Temporally Encoded Double DQN for Proactive PRB Allocation in O-RAN Enabled Industrial Networks}, booktitle = {IEEE/IFIP NOMS 2026 Workshop on Resilience in Next Generation Network Management (NGResNet), Rome, Italy}, year = {2026}, } - 2025JournalUAV & AerialA Probabilistic Alternative to Coverage Analysis in Uniform Random Wireless NetworksJ. Farooq and U. Pillaiin IEEE Journal of Communications and Networks, vol. 27, no. 5, pp. 282-297
@article{farooq2025probabilistic, author = {J. Farooq and U. Pillai}, title = {A Probabilistic Alternative to Coverage Analysis in Uniform Random Wireless Networks}, journal = {IEEE Journal of Communications and Networks, vol. 27, no. 5, pp. 282-297}, year = {2025}, url = {https://ieeexplore.ieee.org/document/11142613}, } - 2025ConferenceAI / LearningATP: Adaptive Threshold Pruning for Efficient Data Encoding in Quantum Neural NetworksM. Afane*, G. Ebbrecht*, J. Chen, and J. Farooqin IEEE/CVF CVPR 2025, Nashville TN, USA
@inproceedings{afane2025atp, author = {M. Afane and G. Ebbrecht and J. Chen and J. Farooq}, title = {ATP: Adaptive Threshold Pruning for Efficient Data Encoding in Quantum Neural Networks}, booktitle = {IEEE/CVF CVPR 2025, Nashville TN, USA}, year = {2025}, url = {https://arxiv.org/abs/2503.21815}, } - 2025ConferenceCyber ResilienceCollaborative Resilience for Multi-Layer Heterogeneous Robotic Networks under Adversarial EnvironmentsG. Ebbrecht*, J. Hughes*, J. Chen, and J. Farooqin IEEE INFOCOM 2025 Workshop on Resilience in Next-Generation Networks (NGResNet), London, UK
@inproceedings{ebbrecht2025collaborative, author = {G. Ebbrecht and J. Hughes and J. Chen and J. Farooq}, title = {Collaborative Resilience for Multi-Layer Heterogeneous Robotic Networks under Adversarial Environments}, booktitle = {IEEE INFOCOM 2025 Workshop on Resilience in Next-Generation Networks (NGResNet), London, UK}, year = {2025}, url = {https://www.techrxiv.org/users/793184/articles/1277867}, } - 2025JournalUAV & AerialCommunication Systems for Autonomous eVTOL: Regulatory Challenges, Emerging Technologies, and Future DirectionsI. Aryendu, B. Mak, E. Forbes, J. Chen, J. Farooq, and Ying Wangin IEEE Open Journal of the Communications Society, vol. 6, pp. 9206-9228
@article{aryendu2025communication, author = {I. Aryendu and B. Mak and E. Forbes and J. Chen and J. Farooq and Ying Wang}, title = {Communication Systems for Autonomous eVTOL: Regulatory Challenges, Emerging Technologies, and Future Directions}, journal = {IEEE Open Journal of the Communications Society, vol. 6, pp. 9206-9228}, year = {2025}, url = {https://ieeexplore.ieee.org/document/11206314}, } - 2025ConferenceUAV & AerialCoordinated UAV Deployment and Task Offloading in UAV-Assisted LEO Satellite Edge Computing Systems via Proximal Policy OptimizationY. Wang*, X. Wu*, J. Farooq, and J. Chenin IEEE ICC 2025 Workshop on Emerging Technologies in Aerial and Space Networks, Montreal, Canada
@inproceedings{wang2025coordinated, author = {Y. Wang and X. Wu and J. Farooq and J. Chen}, title = {Coordinated UAV Deployment and Task Offloading in UAV-Assisted LEO Satellite Edge Computing Systems via Proximal Policy Optimization}, booktitle = {IEEE ICC 2025 Workshop on Emerging Technologies in Aerial and Space Networks, Montreal, Canada}, year = {2025}, url = {https://www.techrxiv.org/users/793184/articles/1277869}, } - 2025ConferenceAI / LearningEvaluation of LLM powered agentic AI for solving multi-arm bandit problemsHazime* and J. Farooqin IEEE COINS 2025, Madison WI, USA
@inproceedings{hazime2025evaluation, author = {Hazime and J. Farooq}, title = {Evaluation of LLM powered agentic AI for solving multi-arm bandit problems}, booktitle = {IEEE COINS 2025, Madison WI, USA}, year = {2025}, url = {https://www.techrxiv.org/users/793184/articles/1315647}, } - 2025ConferenceNextG / O-RANAI / LearningJoint Admission Control and Resource Provisioning for URLLC Traffic in O-RAN: A Constrained Multi-Agent Reinforcement Learning ApproachX. Wu*, J. Farooq, and J. Chenin IEEE ICC 2025, Montreal, Canada
@inproceedings{wu2025joint, author = {X. Wu and J. Farooq and J. Chen}, title = {Joint Admission Control and Resource Provisioning for URLLC Traffic in O-RAN: A Constrained Multi-Agent Reinforcement Learning Approach}, booktitle = {IEEE ICC 2025, Montreal, Canada}, year = {2025}, url = {https://www.techrxiv.org/doi/full/10.36227/techrxiv.174284729.99809422/v1}, } - 2025ConferenceUAV & AerialJoint Optimization of Positioning and Computation Offloading in Multi-UAV MEC Networks for Low Latency ApplicationsY. Wang*, J. Farooq, H. Ghazzai, and G. Settiin IEEE WCNC 2025, Milan, Italy
@inproceedings{wang2025joint, author = {Y. Wang and J. Farooq and H. Ghazzai and G. Setti}, title = {Joint Optimization of Positioning and Computation Offloading in Multi-UAV MEC Networks for Low Latency Applications}, booktitle = {IEEE WCNC 2025, Milan, Italy}, year = {2025}, url = {https://www.techrxiv.org/users/793184/articles/1234294}, } - 2025JournalUAV & AerialJoint Positioning and Computation Offloading in Multi-UAV MEC for Low Latency Applications: A Proximal Policy Optimization ApproachY. Wang*, J. Farooq, H. Ghazzai, and G. Settiin IEEE Transactions on Mobile Computing, vol. 24, no. 10, pp. 9584-9598
@article{wang2025joint, author = {Y. Wang and J. Farooq and H. Ghazzai and G. Setti}, title = {Joint Positioning and Computation Offloading in Multi-UAV MEC for Low Latency Applications: A Proximal Policy Optimization Approach}, journal = {IEEE Transactions on Mobile Computing, vol. 24, no. 10, pp. 9584-9598}, year = {2025}, url = {https://ieeexplore.ieee.org/document/10971880}, } - 2025ConferenceNextG / O-RANCyber ResilienceAI / LearningLLM-Driven Agentic AI Approach to Enhanced O-RAN Resilience in Next-Generation NetworksX. Wu*, Y. Wang*, J. Farooq, and J. Chenin IEEE INFOCOM 2025 Workshop on Resilience in Next-Generation Networks (NGResNet), London, UK
@inproceedings{wu2025llmdriven, author = {X. Wu and Y. Wang and J. Farooq and J. Chen}, title = {LLM-Driven Agentic AI Approach to Enhanced O-RAN Resilience in Next-Generation Networks}, booktitle = {IEEE INFOCOM 2025 Workshop on Resilience in Next-Generation Networks (NGResNet), London, UK}, year = {2025}, url = {https://www.techrxiv.org/users/793184/articles/1277868}, } - 2025ConferenceCyber ResilienceAI / LearningLLM-Powered Agentic AI Approach to Securing EV Charging Systems Against Cyber ThreatsR. Honnalli* and J. Farooqin 3rd Workshop on Cybersecurity of Critical National Infrastructures (CCNI), IEEE WoWMoM 2025, Dallas TX, USA
@inproceedings{honnalli2025llmpowered, author = {R. Honnalli and J. Farooq}, title = {LLM-Powered Agentic AI Approach to Securing EV Charging Systems Against Cyber Threats}, booktitle = {3rd Workshop on Cybersecurity of Critical National Infrastructures (CCNI), IEEE WoWMoM 2025, Dallas TX, USA}, year = {2025}, url = {https://d197for5662m48.cloudfront.net/documents/publicationstatus/257574/preprint_pdf/8de6e8c31bd5d57611c5653f7751537f.pdf}, } - 2025ConferenceNextG / O-RANCyber ResilienceAI / LearningLLM-xApp: A Large Language Model Empowered Radio Resource Management xApp for 5G O-RANX. Wu*, J. Farooq, Y. Wang*, and J. Chenin Proc. NDSS 2025 Workshop on Security and Privacy of Next-Generation Networks (FutureG), San Diego CA
@inproceedings{wu2025llmxapp, author = {X. Wu and J. Farooq and Y. Wang and J. Chen}, title = {LLM-xApp: A Large Language Model Empowered Radio Resource Management xApp for 5G O-RAN}, booktitle = {Proc. NDSS 2025 Workshop on Security and Privacy of Next-Generation Networks (FutureG), San Diego CA}, year = {2025}, url = {https://www.ndss-symposium.org/ndss-paper/auto-draft-567/}, } - 2025JournalNextG / O-RANCyber ResilienceMapping Cyber Threats in the 5G Supply Chain: Landscape, Vulnerabilities, and Risk ManagementM. Lyu*, J. Farooq, and Q. Zhuin IEEE Network, vol. 39, no. 1, pp. 251-269
@article{lyu2025mapping, author = {M. Lyu and J. Farooq and Q. Zhu}, title = {Mapping Cyber Threats in the 5G Supply Chain: Landscape, Vulnerabilities, and Risk Management}, journal = {IEEE Network, vol. 39, no. 1, pp. 251-269}, year = {2025}, url = {https://ieeexplore.ieee.org/document/10634234}, } - 2025ConferenceUAV & AerialAI / LearningMulti-UAV Placement for Integrated Access and Backhauling Using LLM-Based OptimizersY. Wang*, J. Farooq, H. Ghazzai, and G. Settiin IEEE WCNC 2025, Milan, Italy
@inproceedings{wang2025multiuav, author = {Y. Wang and J. Farooq and H. Ghazzai and G. Setti}, title = {Multi-UAV Placement for Integrated Access and Backhauling Using LLM-Based Optimizers}, booktitle = {IEEE WCNC 2025, Milan, Italy}, year = {2025}, url = {https://www.techrxiv.org/users/793184/articles/1229164}, } - 2025ConferenceCyber ResilienceAI / LearningMultimodal LLM-guided sequential detection of cyber threats in electric vehicle charging systemsR. Honnalli* and J. Farooqin IEEE COINS 2025, Madison WI, USA
@inproceedings{honnalli2025multimodal, author = {R. Honnalli and J. Farooq}, title = {Multimodal LLM-guided sequential detection of cyber threats in electric vehicle charging systems}, booktitle = {IEEE COINS 2025, Madison WI, USA}, year = {2025}, url = {https://www.techrxiv.org/users/793184/articles/1315646}, } - 2025JournalNetworksORCA: Offloading and Resource Coordination via Multi-agent Learning in Dynamic Cloud-Edge SystemsY. Wang*, X. Wu*, J. Farooq, T. Li, and J. Chensubmitted to IEEE Transactions on Mobile Computing
@article{wang2025orca, author = {Y. Wang and X. Wu and J. Farooq and T. Li and J. Chen}, title = {ORCA: Offloading and Resource Coordination via Multi-agent Learning in Dynamic Cloud-Edge Systems}, journal = {IEEE Transactions on Mobile Computing}, year = {2025}, url = {https://www.techrxiv.org/doi/full/10.36227/techrxiv.176315222.25704753}, } - 2025ConferenceVehicularOptimized Collaborative Perception: Sector-based BEV Fusion in Limited Communication ConditionsE. Besbes*, H. Ghazzai, J. Farooq, N. Doggaz, and G. Settiin IEEE VTC-Spring 2025, Oslo, Norway
@inproceedings{besbes2025optimized, author = {E. Besbes and H. Ghazzai and J. Farooq and N. Doggaz and G. Setti}, title = {Optimized Collaborative Perception: Sector-based BEV Fusion in Limited Communication Conditions}, booktitle = {IEEE VTC-Spring 2025, Oslo, Norway}, year = {2025}, url = {https://ieeexplore.ieee.org/document/11174390}, } - 2025ConferenceNextG / O-RANPoster: Triage Slicing: Online Detection and Containment of Disruptive UEs in O-RAN SlicesX. Wu*, R. Honnalli*, and J. Farooqin 26th ACM MobiHoc 2025, Houston, TX, USA
@inproceedings{wu2025poster, author = {X. Wu and R. Honnalli and J. Farooq}, title = {Poster: Triage Slicing: Online Detection and Containment of Disruptive UEs in O-RAN Slices}, booktitle = {26th ACM MobiHoc 2025, Houston, TX, USA}, year = {2025}, url = {https://dl.acm.org/doi/10.1145/3704413.3765320}, } - 2025ConferenceNetworksReal-time multiple obstacle avoidance and navigation in unstructured spaces with applications to indoor delivery robotsY. Wang*, U. Pillai, J. Farooq, and J. Chenin IEEE COINS 2025, Madison WI, USA
@inproceedings{wang2025realtime, author = {Y. Wang and U. Pillai and J. Farooq and J. Chen}, title = {Real-time multiple obstacle avoidance and navigation in unstructured spaces with applications to indoor delivery robots}, booktitle = {IEEE COINS 2025, Madison WI, USA}, year = {2025}, url = {https://www.techrxiv.org/users/793184/articles/1315645}, } - 2025JournalUAV & AerialCyber ResilienceIoTReliable and Resilient Connectivity and Coverage under Localized Backhauling in UAV-IoT NetworksX. Wu* and J. Farooqin IEEE Open Journal of the Communications Society, vol. 6, pp. 5795-5809
@article{wu2025reliable, author = {X. Wu and J. Farooq}, title = {Reliable and Resilient Connectivity and Coverage under Localized Backhauling in UAV-IoT Networks}, journal = {IEEE Open Journal of the Communications Society, vol. 6, pp. 5795-5809}, year = {2025}, url = {https://ieeexplore.ieee.org/document/11062492}, } - 2025ConferenceNextG / O-RANCyber ResilienceResilient PRB Allocation for High Mobility UEs in 5G O-RAN via LSTM-Enhanced MPCY. Gao*, X. Wu*, and J. Farooqin IEEE Globecom Workshop on Resilience in Next-Generation Wireless Communication Networks (GC Wkshps 2025), Taiwan
@inproceedings{gao2025resilient, author = {Y. Gao and X. Wu and J. Farooq}, title = {Resilient PRB Allocation for High Mobility UEs in 5G O-RAN via LSTM-Enhanced MPC}, booktitle = {IEEE Globecom Workshop on Resilience in Next-Generation Wireless Communication Networks (GC Wkshps 2025), Taiwan}, year = {2025}, url = {https://www.techrxiv.org/users/793184/articles/1341419}, } - 2025ConferenceCyber ResilienceSCOUT: A Defense Against Data Poisoning Attacks in Fine-Tuned Language ModelsM. Afane*, A. Satyam, K. Chen, T. Li, J. Farooq, and J. Chenin IEEE BigData 2025 Workshop on AI in Big Data Analytic for Healthcare, Macau, China
@inproceedings{afane2025scout, author = {M. Afane and A. Satyam and K. Chen and T. Li and J. Farooq and J. Chen}, title = {SCOUT: A Defense Against Data Poisoning Attacks in Fine-Tuned Language Models}, booktitle = {IEEE BigData 2025 Workshop on AI in Big Data Analytic for Healthcare, Macau, China}, year = {2025}, url = {https://arxiv.org/pdf/2512.10998}, } - 2025ConferenceCyber ResilienceAI / LearningSQUASH: A SWAP-Based Quantum Attack to Sabotage Hybrid Quantum Neural NetworksR. Kumar, W. Wei, Y. Mao, J. Farooq, Ying Wang, and J. Chensubmitted to Quantum Machine Intelligence
@inproceedings{kumar2025squash, author = {R. Kumar and W. Wei and Y. Mao and J. Farooq and Ying Wang and J. Chen}, title = {SQUASH: A SWAP-Based Quantum Attack to Sabotage Hybrid Quantum Neural Networks}, booktitle = {Quantum Machine Intelligence}, year = {2025}, url = {https://arxiv.org/pdf/2506.24081}, } - 2025JournalNextG / O-RANSliceWise: Traffic-Aware Multi-Agent RL with Temporal Encoding for Joint Slice Admission and Resource Orchestration in O-RANX. Wu*, Y. Wang*, J. Farooq, H. Ghazzai, and G. Settiin IEEE Networking Letters, vol. 7, no. 4, pp. 323-327
@article{wu2025slicewise, author = {X. Wu and Y. Wang and J. Farooq and H. Ghazzai and G. Setti}, title = {SliceWise: Traffic-Aware Multi-Agent RL with Temporal Encoding for Joint Slice Admission and Resource Orchestration in O-RAN}, journal = {IEEE Networking Letters, vol. 7, no. 4, pp. 323-327}, year = {2025}, url = {https://ieeexplore.ieee.org/document/11251017}, } - 2024ConferenceNextG / O-RANAdaptive Risk-Aware Resource Orchestration for 5G Microservices over Multi-Tier Edge-Cloud SystemsX. Wu*, J. Farooq, and J. Chenin IEEE ICC 2024 Workshop on Intelligent Cloud Continuum for B5G Services, Boulder, CO
@inproceedings{wu2024adaptive, author = {X. Wu and J. Farooq and J. Chen}, title = {Adaptive Risk-Aware Resource Orchestration for 5G Microservices over Multi-Tier Edge-Cloud Systems}, booktitle = {IEEE ICC 2024 Workshop on Intelligent Cloud Continuum for B5G Services, Boulder, CO}, year = {2024}, url = {https://www.techrxiv.org/users/793184/articles/1091386}, } - 2024ConferenceAI / LearningVehicularCollaborative CNN-Based Federated Learning for Steering Control in Diverse Driving ConditionsD. Neifar*, J. Farooq, H. Ghazzai, and M. Haddedin IEEE VTC-Fall 2024, Washington D.C.
@inproceedings{neifar2024collaborative, author = {D. Neifar and J. Farooq and H. Ghazzai and M. Hadded}, title = {Collaborative CNN-Based Federated Learning for Steering Control in Diverse Driving Conditions}, booktitle = {IEEE VTC-Fall 2024, Washington D.C.}, year = {2024}, url = {https://d197for5662m48.cloudfront.net/documents/publicationstatus/217473/preprint_pdf/a8c76d89a117990c12a996e6ad807747.pdf}, } - 2024JournalUAV & AerialIoTAI / LearningDeep Reinforcement Learning Based Placement for Integrated Access Backhauling in UAV-Assisted Wireless NetworksY. Wang* and J. Farooqin IEEE Internet of Things Journal, vol. 11, no. 8, pp. 14727-14738
@article{wang2024deep, author = {Y. Wang and J. Farooq}, title = {Deep Reinforcement Learning Based Placement for Integrated Access Backhauling in UAV-Assisted Wireless Networks}, journal = {IEEE Internet of Things Journal, vol. 11, no. 8, pp. 14727-14738}, year = {2024}, url = {https://ieeexplore.ieee.org/document/10365695}, } - 2024ConferenceNextG / O-RANMulti-agent Distributed Decentralized Dynamic Resource Orchestration in 5G Edge-Cloud NetworksX. Wu*, J. Farooq, and J. Chenin IEEE CloudNet 2024, Rio De Janeiro, Brazil
@inproceedings{wu2024multiagent, author = {X. Wu and J. Farooq and J. Chen}, title = {Multi-agent Distributed Decentralized Dynamic Resource Orchestration in 5G Edge-Cloud Networks}, booktitle = {IEEE CloudNet 2024, Rio De Janeiro, Brazil}, year = {2024}, url = {https://www.techrxiv.org/users/793184/articles/1235407}, } - 2024ConferenceCyber ResilienceAI / LearningNext-Generation Phishing: How LLM Agents Empower Cyber AttackersM. Afane*, W. Wei, Y. Mao, J. Farooq, and J. Chenin IEEE BigData CyberHunt 2024 Workshop, Washington D.C.
@inproceedings{afane2024nextgeneration, author = {M. Afane and W. Wei and Y. Mao and J. Farooq and J. Chen}, title = {Next-Generation Phishing: How LLM Agents Empower Cyber Attackers}, booktitle = {IEEE BigData CyberHunt 2024 Workshop, Washington D.C.}, year = {2024}, url = {https://arxiv.org/html/2411.13874v1}, } - 2024ConferenceCyber ResilienceAI / LearningVehicularSecFedDrive: Securing Federated Learning for Autonomous Driving Against Backdoor AttacksR. Kumar, G. Ebbrecht*, J. Farooq, W. Wei, Y. Mao, and J. Chenin IEEE CNS Cyber Resilience Workshop (CNS-CRW 2024), Taipei, Taiwan
@inproceedings{kumar2024secfeddrive, author = {R. Kumar and G. Ebbrecht and J. Farooq and W. Wei and Y. Mao and J. Chen}, title = {SecFedDrive: Securing Federated Learning for Autonomous Driving Against Backdoor Attacks}, booktitle = {IEEE CNS Cyber Resilience Workshop (CNS-CRW 2024), Taipei, Taiwan}, year = {2024}, url = {https://ieeexplore.ieee.org/abstract/document/10735501}, } - 2024ConferenceNextG / O-RANCyber ResilienceZero Trust in 5G Networks: Principles, Challenges, and OpportunitiesM. Lyu* and J. Farooqin Resilience Week (RW) 2024, Austin TX, USA
@inproceedings{lyu2024zero, author = {M. Lyu and J. Farooq}, title = {Zero Trust in 5G Networks: Principles, Challenges, and Opportunities}, booktitle = {Resilience Week (RW) 2024, Austin TX, USA}, year = {2024}, url = {https://www.techrxiv.org/users/793184/articles/1229171}, } - 2023ConferenceUAV & AerialCyber ResilienceAttack Resilient Wireless Backhaul Connectivity With Optimized Fronthaul Coverage in UAV NetworksX. Wu* and J. Farooqin IEEE CNS Cyber Resilience Workshop (CNS-CRW 2023), Orlando, FL
@inproceedings{wu2023attack, author = {X. Wu and J. Farooq}, title = {Attack Resilient Wireless Backhaul Connectivity With Optimized Fronthaul Coverage in UAV Networks}, booktitle = {IEEE CNS Cyber Resilience Workshop (CNS-CRW 2023), Orlando, FL}, year = {2023}, url = {https://ieeexplore.ieee.org/document/10288893}, } - 2023ConferenceUAV & AerialIoTAI / LearningOptimal 3D Placement for Integrated Access Backhauling in UAV-Assisted Wireless Networks Using Reinforcement LearningY. Wang* and J. Farooqin IEEE MASS Workshop on Unmanned Autonomous Vehicles and IoT (UAV-IoT 2023), Toronto, Canada
@inproceedings{wang2023optimal, author = {Y. Wang and J. Farooq}, title = {Optimal 3D Placement for Integrated Access Backhauling in UAV-Assisted Wireless Networks Using Reinforcement Learning}, booktitle = {IEEE MASS Workshop on Unmanned Autonomous Vehicles and IoT (UAV-IoT 2023), Toronto, Canada}, year = {2023}, url = {https://ieeexplore.ieee.org/document/10298362}, } - 2023JournalIoTQoS Based Contract Design for Profit Maximization in IoT-Enabled Data MarketsJ. Chen, J. Farooq, and Q. Zhuin IEEE Internet of Things Journal, vol. 10, no. 11, pp. 10080-10094
@article{chen2023based, author = {J. Chen and J. Farooq and Q. Zhu}, title = {QoS Based Contract Design for Profit Maximization in IoT-Enabled Data Markets}, journal = {IEEE Internet of Things Journal, vol. 10, no. 11, pp. 10080-10094}, year = {2023}, url = {https://ieeexplore.ieee.org/document/10016667}, } - 2022BookCyber ResilienceIoTIoT Supply Chain Security Risk Analysis and Mitigation: Modeling, Computation, and Software ToolsT. Kieras*, J. Farooq, and Q. ZhuSpringerBriefs in Computer Science
@book{kieras2022supply, author = {T. Kieras and J. Farooq and Q. Zhu}, title = {IoT Supply Chain Security Risk Analysis and Mitigation: Modeling, Computation, and Software Tools}, publisher = {SpringerBriefs in Computer Science}, year = {2022}, url = {https://link.springer.com/book/9783031084799}, } - 2022ConferenceUAV & AerialCyber ResilienceProactive and Resilient UAV Orchestration for QoS Driven Connectivity and Coverage of Ground UsersY. Wang* and J. Farooqin IEEE CNS Cyber Resilience Workshop (CNS 2022), Austin TX
@inproceedings{wang2022proactive, author = {Y. Wang and J. Farooq}, title = {Proactive and Resilient UAV Orchestration for QoS Driven Connectivity and Coverage of Ground Users}, booktitle = {IEEE CNS Cyber Resilience Workshop (CNS 2022), Austin TX}, year = {2022}, url = {https://ieeexplore.ieee.org/document/9947272}, } - 2022ConferenceUAV & AerialCyber ResilienceResilient UAV Formation for Coverage and Connectivity of Spatially Dispersed UsersY. Wang* and J. Farooqin IEEE ICC 2022, Seoul, South Korea
@inproceedings{wang2022resilient, author = {Y. Wang and J. Farooq}, title = {Resilient UAV Formation for Coverage and Connectivity of Spatially Dispersed Users}, booktitle = {IEEE ICC 2022, Seoul, South Korea}, year = {2022}, url = {https://ieeexplore.ieee.org/document/9838960}, } - 2022ConferenceUAV & AerialZero Touch Coordinated UAV Network Formation for 360 Degree Views of a Moving Ground Target in Remote VR ApplicationsY. Wang* and J. Farooqin IEEE MILCOM 2022, Rockville MD
@inproceedings{wang2022zero, author = {Y. Wang and J. Farooq}, title = {Zero Touch Coordinated UAV Network Formation for 360 Degree Views of a Moving Ground Target in Remote VR Applications}, booktitle = {IEEE MILCOM 2022, Rockville MD}, year = {2022}, url = {https://arxiv.org/abs/2211.02833}, } - 2021JournalCyber ResilienceIoTI-SCRAM: A Framework for IoT Supply Chain Risk Analysis and Mitigation DecisionsT. Kieras*, J. Farooq, and Q. Zhuin IEEE Access, vol. 9, pp. 29827-29840
@article{kieras2021iscram, author = {T. Kieras and J. Farooq and Q. Zhu}, title = {I-SCRAM: A Framework for IoT Supply Chain Risk Analysis and Mitigation Decisions}, journal = {IEEE Access, vol. 9, pp. 29827-29840}, year = {2021}, url = {https://ieeexplore.ieee.org/document/9350583}, } - 2021JournalIoTQoE Based Revenue Maximizing Dynamic Resource Allocation and Pricing for Fog-Enabled Mission-Critical IoT ApplicationsM. J. Farooq and Q. Zhuin IEEE Transactions on Mobile Computing, vol. 20, no. 12, pp. 3395-3408
@article{farooq2021based, author = {M. J. Farooq and Q. Zhu}, title = {QoE Based Revenue Maximizing Dynamic Resource Allocation and Pricing for Fog-Enabled Mission-Critical IoT Applications}, journal = {IEEE Transactions on Mobile Computing, vol. 20, no. 12, pp. 3395-3408}, year = {2021}, url = {https://ieeexplore.ieee.org/document/9108583}, } - 2021BookIoTResource Management for On-Demand Mission-Critical Internet of Things ApplicationsJ. Farooq and Q. ZhuJohn Wiley & Sons
@book{farooq2021resource, author = {J. Farooq and Q. Zhu}, title = {Resource Management for On-Demand Mission-Critical Internet of Things Applications}, publisher = {John Wiley & Sons}, year = {2021}, url = {https://www.wiley.com/en-us/Resource+Management+for+On+Demand+Mission+Critical+Internet+of+Things+Applications-p-9781119716099}, } - 2020ConferenceCyber ResilienceIoTModeling and Assessment of IoT Supply Chain Security Risks: The Role of Structural and Parametric UncertaintiesT. Kieras*, M. J. Farooq, and Q. Zhuin IEEE S&P Workshop on Cyber Resilient Supply Chain Technologies, pp. 163-170
@inproceedings{kieras2020modeling, author = {T. Kieras and M. J. Farooq and Q. Zhu}, title = {Modeling and Assessment of IoT Supply Chain Security Risks: The Role of Structural and Parametric Uncertainties}, booktitle = {IEEE S&P Workshop on Cyber Resilient Supply Chain Technologies, pp. 163-170}, year = {2020}, url = {https://arxiv.org/pdf/2003.12363.pdf}, } - 2020ConferenceIoTPhD Forum: Enabling Autonomic IoT for Smart Urban ServicesM. J. Farooq and Q. Zhuin Proc. IEEE 6th World Forum on Internet of Things (WF-IoT 2020), New Orleans, LA, USA
@inproceedings{farooq2020forum, author = {M. J. Farooq and Q. Zhu}, title = {PhD Forum: Enabling Autonomic IoT for Smart Urban Services}, booktitle = {Proc. IEEE 6th World Forum on Internet of Things (WF-IoT 2020), New Orleans, LA, USA}, year = {2020}, url = {https://arxiv.org/pdf/2001.01561.pdf}, } - 2020ConferenceCyber ResilienceIoTRIoTS: Risk Analysis of IoT Supply Chain ThreatsT. Kieras*, M. J. Farooq, and Q. Zhuin Proc. IEEE 6th World Forum on Internet of Things (WF-IoT 2020), New Orleans, LA, USA
@inproceedings{kieras2020riots, author = {T. Kieras and M. J. Farooq and Q. Zhu}, title = {RIoTS: Risk Analysis of IoT Supply Chain Threats}, booktitle = {Proc. IEEE 6th World Forum on Internet of Things (WF-IoT 2020), New Orleans, LA, USA}, year = {2020}, url = {https://arxiv.org/pdf/1911.12862.pdf}, } - 2019JournalNetworksDynamic Spatio-Temporal Resource Provisioning for On-Demand Urban Services in Smart CitiesM. J. Farooq and Q. ZhuarXiv preprint
@article{farooq2019dynamic, author = {M. J. Farooq and Q. Zhu}, title = {Dynamic Spatio-Temporal Resource Provisioning for On-Demand Urban Services in Smart Cities}, journal = {arXiv preprint}, year = {2019}, url = {https://arxiv.org/pdf/1901.08331.pdf}, } - 2019JournalCyber ResilienceIoTIoT Supply Chain Security: Overview, Challenges, and the Road AheadM. J. Farooq and Q. ZhuarXiv preprint
@article{farooq2019supply, author = {M. J. Farooq and Q. Zhu}, title = {IoT Supply Chain Security: Overview, Challenges, and the Road Ahead}, journal = {arXiv preprint}, year = {2019}, url = {https://arxiv.org/pdf/1908.07828.pdf}, } - 2019JournalCyber ResilienceIoTModeling, Analysis, and Mitigation of Dynamic Botnet Formation in Wireless IoT NetworksM. J. Farooq and Q. Zhuin IEEE Transactions on Information Forensics and Security, vol. 14, no. 9, pp. 2412-2426
@article{farooq2019modeling, author = {M. J. Farooq and Q. Zhu}, title = {Modeling, Analysis, and Mitigation of Dynamic Botnet Formation in Wireless IoT Networks}, journal = {IEEE Transactions on Information Forensics and Security, vol. 14, no. 9, pp. 2412-2426}, year = {2019}, url = {https://arxiv.org/pdf/1901.00741.pdf}, } - 2019BookNetworksProblems and Solutions in Undergraduate ProbabilityM. J. Farooq and U. PillaiAmazon Kindle Direct Publishing
@book{farooq2019problems, author = {M. J. Farooq and U. Pillai}, title = {Problems and Solutions in Undergraduate Probability}, publisher = {Amazon Kindle Direct Publishing}, year = {2019}, url = {https://www.amazon.com/Problems-Solutions-Undergraduate-Probability-Muhammad-ebook/dp/B07MH8K9J6}, } - 2018JournalCyber ResilienceIoTA Multi-Layer Feedback System Approach to Resilient Connectivity of Remotely Deployed Mobile Internet of ThingsM. J. Farooq and Q. Zhuin IEEE Transactions on Cognitive Communications and Networking, vol. 4, no. 2, pp. 422-432
@article{farooq2018multilayer, author = {M. J. Farooq and Q. Zhu}, title = {A Multi-Layer Feedback System Approach to Resilient Connectivity of Remotely Deployed Mobile Internet of Things}, journal = {IEEE Transactions on Cognitive Communications and Networking, vol. 4, no. 2, pp. 422-432}, year = {2018}, url = {https://ieeexplore.ieee.org/document/8360491/}, } - 2018ConferenceCyber ResilienceIoTAdaptive and Resilient Revenue Maximizing Dynamic Resource Allocation and Pricing for Cloud-Enabled IoT SystemsM. J. Farooq and Q. Zhuin Proc. American Control Conference (ACC 2018), Milwaukee, WI, USA
@inproceedings{farooq2018adaptive, author = {M. J. Farooq and Q. Zhu}, title = {Adaptive and Resilient Revenue Maximizing Dynamic Resource Allocation and Pricing for Cloud-Enabled IoT Systems}, booktitle = {Proc. American Control Conference (ACC 2018), Milwaukee, WI, USA}, year = {2018}, url = {https://arxiv.org/pdf/1707.08691.pdf}, } - 2018JournalIoTOn the Secure and Reconfigurable Multi-Layer Network Design for Critical Information Dissemination in the Internet of Battlefield Things (IoBT)M. J. Farooq and Q. Zhuin IEEE Transactions on Wireless Communications, vol. 17, no. 4, pp. 2618-2632
@article{farooq2018secure, author = {M. J. Farooq and Q. Zhu}, title = {On the Secure and Reconfigurable Multi-Layer Network Design for Critical Information Dissemination in the Internet of Battlefield Things (IoBT)}, journal = {IEEE Transactions on Wireless Communications, vol. 17, no. 4, pp. 2618-2632}, year = {2018}, url = {http://ieeexplore.ieee.org/document/8279518/}, } - 2018ConferenceIoTOptimal Dynamic Contract for Spectrum Reservation in Mission-Critical UNB-IoT SystemsM. J. Farooq and Q. Zhuin Proc. 16th WiOpt 2018, Shanghai, China
@inproceedings{farooq2018optimal, author = {M. J. Farooq and Q. Zhu}, title = {Optimal Dynamic Contract for Spectrum Reservation in Mission-Critical UNB-IoT Systems}, booktitle = {Proc. 16th WiOpt 2018, Shanghai, China}, year = {2018}, url = {https://ieeexplore.ieee.org/document/8362861/}, } - 2017JournalGreen NetworksA Hybrid Energy Sharing Framework for Green Cellular NetworksM. J. Farooq, H. Ghazzai, A. Kadri, H. ElSawy, and M.-S. Alouiniin IEEE Transactions on Communications, vol. 65, no. 2, pp. 918-934
@article{farooq2017hybrid, author = {M. J. Farooq and H. Ghazzai and A. Kadri and H. ElSawy and M.-S. Alouini}, title = {A Hybrid Energy Sharing Framework for Green Cellular Networks}, journal = {IEEE Transactions on Communications, vol. 65, no. 2, pp. 918-934}, year = {2017}, url = {https://arxiv.org/abs/1701.01322}, } - 2017ConferenceCyber ResilienceIoTCognitive Connectivity Resilience in Multi-Layer Remotely Deployed Mobile Internet of ThingsM. J. Farooq and Q. Zhuin Proc. IEEE Global Communications Conference (Globecom 2017), Singapore
@inproceedings{farooq2017cognitive, author = {M. J. Farooq and Q. Zhu}, title = {Cognitive Connectivity Resilience in Multi-Layer Remotely Deployed Mobile Internet of Things}, booktitle = {Proc. IEEE Global Communications Conference (Globecom 2017), Singapore}, year = {2017}, url = {https://arxiv.org/abs/1709.00621}, } - 2017JournalGreen NetworksVehicularGreen Networking in Cellular HetNets: A Unified Radio Resource Management Framework with Base Station ON/OFF SwitchingH. Ghazzai, M. J. Farooq, A. Alsharoa, E. Yaacoub, A. Kadri, and M.-S. Alouiniin IEEE Transactions on Vehicular Technology, vol. 66, no. 7, pp. 5879-5893
@article{ghazzai2017green, author = {H. Ghazzai and M. J. Farooq and A. Alsharoa and E. Yaacoub and A. Kadri and M.-S. Alouini}, title = {Green Networking in Cellular HetNets: A Unified Radio Resource Management Framework with Base Station ON/OFF Switching}, journal = {IEEE Transactions on Vehicular Technology, vol. 66, no. 7, pp. 5879-5893}, year = {2017}, url = {https://arxiv.org/abs/1612.01416}, } - 2017JournalGreen NetworksGreen Virtualization for Multiple Collaborative Cellular OperatorsM. J. Farooq, H. Ghazzai, E. Yaacoub, A. Kadri, and M.-S. Alouiniin IEEE Transactions on Cognitive Communications and Networking, vol. 3, no. 3, pp. 420-434
@article{farooq2017green, author = {M. J. Farooq and H. Ghazzai and E. Yaacoub and A. Kadri and M.-S. Alouini}, title = {Green Virtualization for Multiple Collaborative Cellular Operators}, journal = {IEEE Transactions on Cognitive Communications and Networking, vol. 3, no. 3, pp. 420-434}, year = {2017}, url = {https://arxiv.org/abs/1706.00107}, } - 2017ConferenceIoTOptimizing Mission Critical Data Dissemination in Massive IoT NetworksM. J. Farooq, H. ElSawy, Q. Zhu, and M.-S. Alouiniin Workshop on Spatial Stochastic Models for Wireless Networks (SpaSWiN 2017), Paris, France
@inproceedings{farooq2017optimizing, author = {M. J. Farooq and H. ElSawy and Q. Zhu and M.-S. Alouini}, title = {Optimizing Mission Critical Data Dissemination in Massive IoT Networks}, booktitle = {Workshop on Spatial Stochastic Models for Wireless Networks (SpaSWiN 2017), Paris, France}, year = {2017}, url = {https://arxiv.org/abs/1704.05954}, } - 2017ConferenceIoTSecure and Reconfigurable Network Design for Critical Information Dissemination in the Internet of Battlefield Things (IoBT)M. J. Farooq and Q. Zhuin 15th WiOpt 2017, Paris, France
@inproceedings{farooq2017secure, author = {M. J. Farooq and Q. Zhu}, title = {Secure and Reconfigurable Network Design for Critical Information Dissemination in the Internet of Battlefield Things (IoBT)}, booktitle = {15th WiOpt 2017, Paris, France}, year = {2017}, url = {https://arxiv.org/abs/1703.01224}, } - 2016JournalVehicularA Stochastic Geometry Model for Multi-Hop Highway Vehicular CommunicationM. J. Farooq, H. ElSawy, and M.-S. Alouiniin IEEE Transactions on Wireless Communications, vol. 15, no. 3, pp. 2276-2291
@article{farooq2016stochastic, author = {M. J. Farooq and H. ElSawy and M.-S. Alouini}, title = {A Stochastic Geometry Model for Multi-Hop Highway Vehicular Communication}, journal = {IEEE Transactions on Wireless Communications, vol. 15, no. 3, pp. 2276-2291}, year = {2016}, url = {http://ieeexplore.ieee.org/document/7331645/}, } - 2016ConferenceGreen NetworksA Stochastic Geometry-Based Demand Response Management Framework for Cellular Networks Powered by Smart GridM. J. Farooq, H. Ghazzai, and A. Kadriin Proc. IEEE WCNC 2016, Doha, Qatar
@inproceedings{farooq2016stochastic, author = {M. J. Farooq and H. Ghazzai and A. Kadri}, title = {A Stochastic Geometry-Based Demand Response Management Framework for Cellular Networks Powered by Smart Grid}, booktitle = {Proc. IEEE WCNC 2016, Doha, Qatar}, year = {2016}, url = {http://ieeexplore.ieee.org/document/7564929/}, } - 2016ConferenceGreen NetworksEnergy Sharing Framework for Microgrid-Powered Cellular Base StationsM. J. Farooq, H. Ghazzai, and A. Kadriin Proc. IEEE Globecom 2016, Washington, D.C., USA
@inproceedings{farooq2016energy, author = {M. J. Farooq and H. Ghazzai and A. Kadri}, title = {Energy Sharing Framework for Microgrid-Powered Cellular Base Stations}, booktitle = {Proc. IEEE Globecom 2016, Washington, D.C., USA}, year = {2016}, url = {http://ieeexplore.ieee.org/document/7841800/}, } - 2015ConferenceVehicularModeling Inter-Vehicle Communication in Multi-lane Highways: A Stochastic Geometry ApproachM. J. Farooq, H. ElSawy, and M.-S. Alouiniin Proc. IEEE 82nd VTC-Fall 2015, Boston, MA
@inproceedings{farooq2015modeling, author = {M. J. Farooq and H. ElSawy and M.-S. Alouini}, title = {Modeling Inter-Vehicle Communication in Multi-lane Highways: A Stochastic Geometry Approach}, booktitle = {Proc. IEEE 82nd VTC-Fall 2015, Boston, MA}, year = {2015}, url = {http://ieeexplore.ieee.org/document/7391025/}, } - 2015ConferenceGreen NetworksOptimized Energy Procurement for Cellular Networks Powered by Smart Grid Based on Stochastic GeometryM. J. Farooq, H. Ghazzai, and A. Kadriin Proc. IEEE Globecom Workshops (GC Wkshps 2015), San Diego, CA, USA
@inproceedings{farooq2015optimized, author = {M. J. Farooq and H. Ghazzai and A. Kadri}, title = {Optimized Energy Procurement for Cellular Networks Powered by Smart Grid Based on Stochastic Geometry}, booktitle = {Proc. IEEE Globecom Workshops (GC Wkshps 2015), San Diego, CA, USA}, year = {2015}, url = {http://ieeexplore.ieee.org/document/7414135/}, } - 2013ConferenceNetworksA Game-Theoretic Spectrum Allocation Framework for Mixed Unicast and Broadcast Traffic Profile in Cognitive Radio NetworksM. J. Farooq, M. Hussain, J. Qadir, and A. Baigin Proc. 38th IEEE Conference on Local Computer Networks (LCN 2013), Sydney, Australia
@inproceedings{farooq2013gametheoretic, author = {M. J. Farooq and M. Hussain and J. Qadir and A. Baig}, title = {A Game-Theoretic Spectrum Allocation Framework for Mixed Unicast and Broadcast Traffic Profile in Cognitive Radio Networks}, booktitle = {Proc. 38th IEEE Conference on Local Computer Networks (LCN 2013), Sydney, Australia}, year = {2013}, url = {http://ieeexplore.ieee.org/document/6761275/}, }
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