Quantifying Robustness and Sustainability Trade-Off in Federated Adversarial Learning for Cyber-Physical Systems.

Abdur Rahman Bin Shahid Abdur R. Shahid https://orcid.org/0000-0002-3168-8907

Syed Mhamudul Hasan Ahmed Imteaj Abdur R. Shahid Quantifying Robustness and Sustainability Trade-Off in Federated Adversarial Learning for Cyber-Physical Systems. 2026 January - February 15-28 11 IEEE Trans. Sustain. Comput. 1 https://doi.org/10.1109/TSUSC.2025.3633995 db/journals/tsusc/tsusc11.html#HasanIS26 streams/journals/tsusc

Abdur Rahman Bin Shahid Ahmed Imteaj Sticks and stones may break my bones, but words will never hurt me! - Navigating the cybersecurity risks of generative AI. 1529-1530 2025 March 40 AI Soc. 3 https://doi.org/10.1007/s00146-024-01934-y db/journals/ais/ais40.html#ShahidI25 streams/journals/ais

Syed Mhamudul Hasan Abdur Rahman Bin Shahid Ahmed Imteaj Evaluating Sustainability and Social Costs of Adversarial Training in Machine Learning. 27-34 2025 May 14 IEEE Consumer Electron. Mag. 3 https://doi.org/10.1109/MCE.2024.3458350 db/journals/cem/cem14.html#HasanSI25 streams/journals/cem

Syed Mhamudul Hasan Taminul Islam Munshi Saifuzzaman Khaled R. Ahmed Chun-Hsi Huang Abdur R. Shahid Carbon Emission Quantification of Machine Learning: A Review. 1085-1102 2025 November - December 10 IEEE Trans. Sustain. Comput. 6 https://doi.org/10.1109/TSUSC.2025.3578834 db/journals/tsusc/tsusc10.html#HasanISAHS25 streams/journals/tsusc

Awal Ahmed Fime Md. Zarif Hossain Saika Zaman Abdur Rahman Bin Shahid Ahmed Imteaj Benchmarking Large-Language Models for Resource-Efficient Medical AI for Edge Deployment. 137-142 2025 AAAI Spring Symposia https://doi.org/10.1609/aaaiss.v5i1.35580 conf/aaaiss/2025 db/conf/aaaiss/aaaiss2025.html#FimeHZSI25 streams/conf/aaaiss Awal Ahmed Fime Md. Zarif Hossain Saika Zaman Abdur Rahman Bin Shahid Ahmed Imteaj Towards Trustworthy Autonomous Vehicles with Vision-Language Models Under Targeted and Untargeted Adversarial Attacks. 619-628 2025 CVPR Workshops https://openaccess.thecvf.com/content/CVPR2025W/CV2/html/Fime_Towards_Trustworthy_Autonomous_Vehicles_with_Vision-Language_Models_Under_Targeted_and_CVPRW_2025_paper.html conf/cvpr/2025w db/conf/cvpr/cvprw2025.html#FimeHZSI25 Syed Mhamudul Hasan Hussein Zangoti Iraklis Anagnostopoulos Abdur R. Shahid Sponge Attacks on Sensing AI: Energy-Latency Vulnerabilities and Defense via Model Pruning. GLOBECOM 2025 4445-4450 conf/globecom/2025 https://doi.org/10.1109/GLOBECOM59602.2025.11432163 db/conf/globecom/globecom2025.html#HasanZAS25 streams/conf/globecom

Mohd. Farhan Israk Soumik W. K. Malithi Mithsara Abdur Rahman Bin Shahid Ahmed Imteaj Exploring Audio Editing Features as User-Centric Privacy Defenses Against Emotion Inference Attacks. 2025 January abs/2501.18727 CoRR https://doi.org/10.48550/arXiv.2501.18727 db/journals/corr/corr2501.html#abs-2501-18727 streams/journals/corr

Syed Mhamudul Hasan Hussein Zangoti Iraklis Anagnostopoulos Abdur Rahman Bin Shahid Sponge Attacks on Sensing AI: Energy-Latency Vulnerabilities and Defense via Model Pruning. 2025 May abs/2505.06454 CoRR https://doi.org/10.48550/arXiv.2505.06454 db/journals/corr/corr2505.html#abs-2505-06454 streams/journals/corr

Malithi Wanniarachchi Kankanamge Nick McKenna Santiago Carmona Syed Mhamudul Hasan Abdur Rahman Bin Shahid Ahmed Imteaj Digital Forensic Investigation of the ChatGPT Windows Application. 2025 May abs/2505.23938 CoRR https://doi.org/10.48550/arXiv.2505.23938 db/journals/corr/corr2505.html#abs-2505-23938 streams/journals/corr

Mohd. Farhan Israk Soumik Syed Mhamudul Hasan Abdur Rahman Bin Shahid Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets. 2025 June abs/2506.03870 CoRR https://doi.org/10.48550/arXiv.2506.03870 db/journals/corr/corr2506.html#abs-2506-03870 streams/journals/corr

W. K. Malithi Mithsara Ning Yang Ahmed Imteaj Hussein Zangoti Abdur Rahman Bin Shahid Adaptive and Robust Data Poisoning Detection and Sanitization in Wearable IoT Systems using Large Language Models. 2025 November abs/2511.02894 CoRR https://doi.org/10.48550/arXiv.2511.02894 db/journals/corr/corr2511.html#abs-2511-02894 streams/journals/corr

Ahmed Imteaj Abdur Rahman Bin Shahid Saika Zaman Leveraging Blockchain Interoperability for Interdependent Networks. 81-86 2024 March 13 IEEE Consumer Electron. Mag. 2 https://doi.org/10.1109/MCE.2023.3245283 db/journals/cem/cem13.html#ImteajSZ24

Abdur Rahman Bin Shahid Ahmed Imteaj Securing User Privacy in Cloud-Based Whiteboard Services Against Health Attribute Inference Attacks. 3872-3885 2024 August 5 IEEE Trans. Artif. Intell. 8 https://doi.org/10.1109/TAI.2024.3352529 db/journals/tai/tai5.html#ShahidI24 streams/journals/tai

Md. Zarif Hossain Ahmed Imteaj Abdur Rahman Bin Shahid FedAVO: Improving Communication Efficiency in Federated Learning with African Vultures Optimizer. 455-462 2024 COMPSAC https://doi.org/10.1109/COMPSAC61105.2024.00069 conf/compsac/2024 db/conf/compsac/compsac2024.html#HossainIS24 streams/conf/compsac Syed Mhamudul Hasan Alaa M. Alotaibi Sajedul Talukder Abdur Rahman Bin Shahid Distributed Threat Intelligence at the Edge Devices: A Large Language Model-Driven Approach. 1496-1497 2024 COMPSAC https://doi.org/10.1109/COMPSAC61105.2024.00206 conf/compsac/2024 db/conf/compsac/compsac2024.html#HasanATS24 streams/conf/compsac Malithi Wanniarachchi Kankanamge Syed Mhamudul Hasan Abdur Rahman Bin Shahid Ning Yang Large Language Model Integrated Healthcare Cyber-Physical Systems Architecture. 1540-1541 2024 COMPSAC https://doi.org/10.1109/COMPSAC61105.2024.00228 conf/compsac/2024 db/conf/compsac/compsac2024.html#KankanamgeHSY24 streams/conf/compsac Ahmed Imteaj Tanveer Rahman Saika Zaman Md. Zarif Hossain Abdur Rahman Bin Shahid Enhancing Road Safety Through Cost-Effective, Real-Time Monitoring of Driver Awareness with Resource-Constrained IoT Devices. 1711-1720 2024 COMPSAC https://doi.org/10.1109/COMPSAC61105.2024.00270 conf/compsac/2024 db/conf/compsac/compsac2024.html#ImteajRZHS24 streams/conf/compsac Abdur Rahman Bin Shahid Syed Mhamudul Hasan Malithi Wanniarachchi Kankanamge Md. Zarif Hossain Ahmed Imteaj WatchOverGPT: A Framework for Real-Time Crime Detection and Response Using Wearable Camera and Large Language Model. 2189-2194 2024 COMPSAC https://doi.org/10.1109/COMPSAC61105.2024.00351 conf/compsac/2024 db/conf/compsac/compsac2024.html#ShahidHKHI24 streams/conf/compsac Syed Mhamudul Hasan Abdur Rahman Bin Shahid Ahmed Imteaj Towards Sustainable SecureML: Quantifying Carbon Footprint of Adversarial Machine Learning. 1359-1364 2024 ICC Workshops https://doi.org/10.1109/ICCWorkshops59551.2024.10615723 conf/icc/2024w db/conf/icc/icc2024w.html#HasanSI24 Md. Zarif Hossain Ahmed Imteaj Abdur Rahman Bin Shahid FLAMINGO: Adaptive and Resilient Federated Meta-Learning against Adversarial Attacks. 17-22 2024 ICDCSW https://doi.org/10.1109/ICDCSW63686.2024.00009 conf/icdcs/2024w db/conf/icdcs/icdcs2024w.html#HossainIS24 streams/conf/icdcs W. K. Malithi Mithsara Abdur Rahman Bin Shahid Ning Yang Intelligent Fall Detection and Emergency Response for Smart Homes Using Language Models. 230-235 2024 ICMLA https://doi.org/10.1109/ICMLA61862.2024.00037 conf/icmla/2024 db/conf/icmla/icmla2024.html#MithsaraSY24 streams/conf/icmla Ahmed Imteaj Md. Zarif Hossain Saika Zaman Abdur Rahman Bin Shahid TriplePlay: Enhancing Federated Learning with CLIP for Non-IID Data and Resource Efficiency. 1474-1480 2024 ICMLA https://doi.org/10.1109/ICMLA61862.2024.00228 conf/icmla/2024 db/conf/icmla/icmla2024.html#ImteajHZS24 streams/conf/icmla W. K. Malithi Mithsara Abdur Rahman Bin Shahid Ning Yang Zero-Shot Detection and Sanitization of Data Poisoning Attacks in Wearable AI Using Large Language Models. 1510-1515 2024 ICMLA https://doi.org/10.1109/ICMLA61862.2024.00233 conf/icmla/2024 db/conf/icmla/icmla2024.html#MithsaraSY24a streams/conf/icmla Abdur Rahman Bin Shahid Syed Mhamudul Hasan Ahmed Imteaj Shahriar Badsha Context-Aware Spatiotemporal Poisoning Attacks on Wearable-Based Activity Recognition. 1-2 2024 INFOCOM (Workshops) https://doi.org/10.1109/INFOCOMWKSHPS61880.2024.10620768 conf/infocom/2024w db/conf/infocom/infocom2024w.html#ShahidHIB24

Syed Mhamudul Hasan Abdur Rahman Bin Shahid Ahmed Imteaj Towards Sustainable SecureML: Quantifying Carbon Footprint of Adversarial Machine Learning. 2024 abs/2403.19009 CoRR https://doi.org/10.48550/arXiv.2403.19009 db/journals/corr/corr2403.html#abs-2403-19009

Syed Mhamudul Hasan Alaa M. Alotaibi Sajedul Talukder Abdur Rahman Bin Shahid Distributed Threat Intelligence at the Edge Devices: A Large Language Model-Driven Approach. 2024 abs/2405.08755 CoRR https://doi.org/10.48550/arXiv.2405.08755 db/journals/corr/corr2405.html#abs-2405-08755

Malithi Wanniarachchi Kankanamge Syed Mhamudul Hasan Abdur Rahman Bin Shahid Ning Yang Large Language Model Integrated Healthcare Cyber-Physical Systems Architecture. 2024 abs/2407.18407 CoRR https://doi.org/10.48550/arXiv.2407.18407 db/journals/corr/corr2407.html#abs-2407-18407 streams/journals/corr

Ahmed Imteaj Md. Zarif Hossain Saika Zaman Abdur Rahman Bin Shahid TriplePlay: Enhancing Federated Learning with CLIP for Non-IID Data and Resource Efficiency. 2024 abs/2409.05347 CoRR https://doi.org/10.48550/arXiv.2409.05347 db/journals/corr/corr2409.html#abs-2409-05347 streams/journals/corr

Md. Zarif Hossain Ahmed Imteaj Saika Zaman Abdur Rahman Bin Shahid Sajedul Talukder M. Hadi Amini FLID: Intrusion Attack and Defense Mechanism for Federated Learning Empowered Connected Autonomous Vehicles (CAVs) Application. 1-8 2023 DSC https://doi.org/10.1109/DSC61021.2023.10354149 conf/desec/2023 db/conf/desec/desec2023.html#HossainIZSTA23 Abdur Rahman Bin Shahid Ahmed Imteaj Shahriar Badsha Md. Zarif Hossain Assessing Wearable Human Activity Recognition Systems Against Data Poisoning Attacks in Differentially-Private Federated Learning. 355-360 2023 SMARTCOMP https://doi.org/10.1109/SMARTCOMP58114.2023.00085 conf/smartcomp/2023 db/conf/smartcomp/smartcomp2023.html#ShahidIBH23

Abdur Rahman Bin Shahid Facilitating Internet of Things (IoT) Experience in Computer and Information Systems Education. 207 2022 38 J. Comput. Sci. Coll. 3 https://dl.acm.org/doi/10.5555/3580523.3580568 db/journals/jcscoll/jcscoll38.html#Shahid22

Abdur Rahman Bin Shahid Ahmed Imteaj Peter Y. Wu Diane A. Igoche Tauhidul Alam Label Flipping Data Poisoning Attack Against Wearable Human Activity Recognition System. 908-914 2022 SSCI https://doi.org/10.1109/SSCI51031.2022.10022015 conf/ssci/2022 db/conf/ssci/ssci2022.html#ShahidIWIA22 Hussein Zangoti Alex Pissinou Makki Niki Pissinou Abdur Rahman Bin Shahid Omar J. Guerra Joel Rodriguez A Multidimensional Blockchain Framework For Mobile Internet of Things. 935-944 2022 TrustCom https://doi.org/10.1109/TrustCom56396.2022.00129 conf/trustcom/2022 db/conf/trustcom/trustcom2022.html#ZangotiMPSGR22

Abdur Rahman Bin Shahid Ahmed Imteaj Peter Y. Wu Diane A. Igoche Tauhidul Alam Label Flipping Data Poisoning Attack Against Wearable Human Activity Recognition System. 2022 abs/2208.08433 CoRR https://doi.org/10.48550/arXiv.2208.08433 db/journals/corr/corr2208.html#abs-2208-08433

Abdur Rahman Bin Shahid Niki Pissinou S. S. Iyengar 0001 Kia Makki Delay-aware privacy-preserving location-based services under spatiotemporal constraints. 2021 34 Int. J. Commun. Syst. 1 https://doi.org/10.1002/dac.4656 db/journals/ijcomsys/ijcomsys34.html#ShahidPIM21

Sajedul Talukder Abdur Rahman Bin Shahid Enhancing alternative proof of work for cryptocurrencies using machine learning: faculty poster abstract. 155 2021 37 J. Comput. Sci. Coll. 3 https://dl.acm.org/doi/10.5555/3512489.3512505 db/journals/jcscoll/jcscoll37.html#TalukderS21

Sajedul Talukder Abdur Rahman Bin Shahid Applying local differential privacy in handwriting recognition-based systems: faculty poster abstract. 163 2021 37 J. Comput. Sci. Coll. 3 https://dl.acm.org/doi/10.5555/3512489.3512513 db/journals/jcscoll/jcscoll37.html#TalukderS21a

Abdur Rahman Bin Shahid Sajedul Talukder Evaluation of privacy-preserving Logistic Regression and Naive Bayes classifiers in healthcare: faculty poster abstract. 164 2021 37 J. Comput. Sci. Coll. 3 https://dl.acm.org/doi/10.5555/3512489.3512514 db/journals/jcscoll/jcscoll37.html#ShahidT21

Abdur Rahman Bin Shahid Sajedul Talukder Privacy-preserving activity recognition from sensor data: faculty poster abstract. 165 2021 37 J. Comput. Sci. Coll. 3 https://dl.acm.org/doi/10.5555/3512489.3512515 db/journals/jcscoll/jcscoll37.html#ShahidT21a

Tauhidul Alam Jarrett Taylor Jonathan Taylor Shahriar Badsha Abdur Rahman Bin Shahid A. S. M. Kayes Leveraging Blockchain for Spoof-Resilient Robot Networks. 207-216 2020 ICIRA https://doi.org/10.1007/978-3-030-66645-3_18 conf/icira/2020 db/conf/icira/icira2020.html#AlamTTBSK20 Abdur Rahman Bin Shahid Niki Pissinou Corey Staier Rain Kwan Sensor-Chain: A Lightweight Scalable Blockchain Framework for Internet of Things. 1154-1161 2019 iThings/GreenCom/CPSCom/SmartData https://doi.org/10.1109/iThings/GreenCom/CPSCom/SmartData.2019.00195 conf/ithings/2019 db/conf/ithings/ithings2019.html#ShahidPSK19 Abdur Rahman Bin Shahid Niki Pissinou Laurent Njilla Edwin Aguilar Eric Perez Demo: Towards the Development of a Differentially Private Lightweight and Scalable Blockchain for IoT. 172-173 2019 MASS Workshops https://doi.org/10.1109/MASSW.2019.00045 conf/mass/2019w db/conf/mass/mass2019w.html#ShahidPNAP19 Abdur Rahman Bin Shahid Niki Pissinou Laurent Njilla Sheila Alemany Ahmed Imteaj Kia Makki Edwin Aguilar Quantifying location privacy in permissioned blockchain-based internet of things (IoT). 116-125 2019 MobiQuitous https://doi.org/10.1145/3360774.3360800 https://www.wikidata.org/entity/Q130869600 conf/mobiquitous/2019 db/conf/mobiquitous/mobiquitous2019.html#ShahidPNAIMA19

Supriya Sarker Abdur Rahman Bin Shahid Cyberbullying of High School Students in Bangladesh: An Exploratory Study. 2019 abs/1901.00755 CoRR http://arxiv.org/abs/1901.00755 db/journals/corr/corr1901.html#abs-1901-00755

Wei Zeng 0002 Abdur Rahman Bin Shahid Keyan Zolfaghari Aditya Shetty Niki Pissinou S. Sitharama Iyengar n-VDD: Location Privacy Protection Based on Voronoi-Delaunay Duality. 2019 abs/1906.09158 CoRR http://arxiv.org/abs/1906.09158 db/journals/corr/corr1906.html#abs-1906-09158

Yujian Charles Tang Samia Tasnim Niki Pissinou S. S. Iyengar 0001 Abdur Rahman Bin Shahid Reputation-Aware Data Fusion and Malicious Participant Detection in Mobile Crowdsensing. 4820-4828 2018 IEEE BigData https://doi.org/10.1109/BigData.2018.8622335 conf/bigdataconf/2018 db/conf/bigdataconf/bigdataconf2018.html#TangTPIS18 Abdur Rahman Bin Shahid Niki Pissinou S. S. Iyengar 0001 Jerry Miller Ziqian Ding Teresita Lemus KLAP for Real-World Protection of Location Privacy. 17-18 2018 SERVICES https://doi.org/10.1109/SERVICES.2018.00022 https://doi.ieeecomputersociety.org/10.1109/SERVICES.2018.00022 conf/services/2018 db/conf/services/services2018.html#ShahidPIMDL18 Abdur Rahman Bin Shahid Niki Pissinou S. S. Iyengar 0001 Kia Makki Check-ins and Photos: Spatiotemporal Correlation-Based Location Inference Attack and Defense in Location-Based Social Networks. 1852-1857 2018 TrustCom/BigDataSE https://doi.org/10.1109/TrustCom/BigDataSE.2018.00280 https://doi.ieeecomputersociety.org/10.1109/TrustCom/BigDataSE.2018.00280 conf/trustcom/2018 db/conf/trustcom/trustcom2018.html#ShahidPIM18 Abdur Rahman Bin Shahid Liz Jeukeng Wei Zeng 0002 Niki Pissinou S. S. Iyengar 0001 Sartaj Sahni Maite Varela-Conover PPVC: Privacy Preserving Voronoi Cell for location-based services. 351-355 2017 ICNC https://doi.org/10.1109/ICCNC.2017.7876153 conf/iccnc/2017 db/conf/iccnc/iccnc2017.html#ShahidJZPISV17

Wei Zeng 0002 Muhammad Razib Abdur Rahman Bin Shahid Diffeomorphism Spline. 156-176 2015 4 Axioms 2 https://doi.org/10.3390/axioms4020156 db/journals/axioms/axioms4.html#ZengRS15

Abdur Rahman Bin Shahid Shahriar Badsha Md. Rethwan Kabeer Junaid Ahsan Mufti Mahmud A Non-Blind Watermarking Scheme for Gray Scale Images in Discrete Wavelet Transform Domain using Two Subbands http://arxiv.org/abs/1211.2699 2012 CoRR abs/1211.2699 db/journals/corr/corr1211.html#abs-1211-2699

Edwin Aguilar Khaled R. Ahmed Junaid Ahsan Tauhidul Alam Sheila Alemany Alaa M. Alotaibi M. Hadi Amini Iraklis Anagnostopoulos Shahriar Badsha Santiago Carmona Ziqian Ding Awal Ahmed Fime Omar J. Guerra Syed Mhamudul Hasan Md. Zarif Hossain Chun-Hsi Huang Diane A. Igoche Ahmed Imteaj Taminul Islam S. Sitharama IyengarS. S. Iyengar 0001 Liz Jeukeng Md. Rethwan Kabeer Malithi Wanniarachchi Kankanamge A. S. M. Kayes Rain Kwan Teresita Lemus Mufti Mahmud Alex Pissinou Makki Kia Makki Nick McKenna Jerry Miller W. K. Malithi Mithsara Laurent Njilla Eric Perez Niki Pissinou Tanveer Rahman Muhammad Razib Joel Rodriguez Sartaj Sahni Munshi Saifuzzaman Supriya Sarker Aditya Shetty Mohd. Farhan Israk Soumik Corey Staier Sajedul Talukder Yujian Charles Tang Samia Tasnim Jarrett Taylor Jonathan Taylor Maite Varela-Conover Peter Y. Wu Ning Yang Saika Zaman Hussein Zangoti Wei Zeng 0002 Keyan Zolfaghari