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Viewing Publication 1 - 54 from 54

2025

Augmented Reality in STEAM Education: A Systematic Review of Collaborative Practices for Primary SchoolsAbdul-Rahman, Mukhamad Murdiono, Bambang Saptono. ijim, 19(10):163-181, 2025. [doi]

Evaluating Query Efficiency and Accuracy of Transfer Learning-based Model Extraction Attack in Federated LearningSayyed Farid Ahamed, Sandip Roy 0001, Soumya Banerjee 0001, Marc Vucovich, Kevin Choi, Abdul-Rahman, Alison Hu, Edward Bowen, Sachin Shetty. iwcmc 2025: 643-648 [doi]

Accuracy-Privacy Trade-off in the Mitigation of Membership Inference Attack in Federated LearningSayyed Farid Ahamed, Soumya Banerjee 0001, Sandip Roy 0001, Marc Vucovich, Devin Quinn, Kevin Choi, Abdul-Rahman, Alison Hu, Edward Bowen, Sachin Shetty. iccnc 2025: 243-248 [doi]

Privacy Drift: Evolving Privacy Concerns in Incremental LearningSayyed Farid Ahamed, Soumya Banerjee 0001, Sandip Roy 0001, Aayush Kapoor, Marc Vucovich, Kevin Choi, Abdul-Rahman, Edward Bowen, Sachin Shetty. iccnc 2025: 510-515 [doi]

Llama-Recipe - Fine-Tuned Meta's Llama LLM, PBOM and NFT Enabled 5G Network-Slice Orchestration and End-to-End Supply-Chain Verification PlatformEranga Bandara, Safdar H. Bouk, Sachin Shetty, Sandip Roy 0001, Ravi Mukkamala, Abdul-Rahman, Peter Foytik, Xueping Liang, Ng Wee Keong, Kasun De Zoysa. ccnc 2025: 1-6 [doi]

Bassa-Llama - Fine-Tuned Meta's Llama LLM, Blockchain and NFT Enabled Real-Time Network Attack Detection Platform for Wind Energy Power PlantsEranga Bandara, Safdar H. Bouk, Sachin Shetty, Ross Gore, Sastry Kompella, Ravi Mukkamala, Abdul-Rahman, Peter Foytik, Xueping Liang, Ng Wee Keong, Kasun De Zoysa. iwcmc 2025: 330-336 [doi]

VindSec-Llama - Fine-Tuned Meta's Llama-3 LLM, Federated Learning, Blockchain and PBOM-enabled Data Security Architecture for Wind Energy Data PlatformsEranga Bandara, Safdar H. Bouk, Sachin Shetty, Ross Gore, Sastry Kompella, Ravi Mukkamala, Abdul-Rahman, Peter Foytik, Xueping Liang, Ng Wee Keong, Kasun De Zoysa. iwcmc 2025: 120-126 [doi]

RADEP: A Resilient Adaptive Defense Framework Against Model Extraction AttacksAmit Chakraborty, Sayyed Farid Ahamed, Sandip Roy 0001, Soumya Banerjee 0001, Kevin Choi, Abdul-Rahman, Alison Hu, Edward Bowen, Sachin Shetty. iwcmc 2025: 1241-1246 [doi]

Retrieval Augmented Anomaly Detection (RAAD): Nimble Model Adjustment Without RetrainingSam Pastoriza, Iman Yousfi, Christopher Redino, Marc Vucovich, Abdul-Rahman, Sal Aguiñaga, Dhruv Nandakumar. isdfs 2025: 1-6 [doi]

2024

MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated LearningSoumya Banerjee 0001, Sandip Roy 0001, Sayyed Farid Ahamed, Devin Quinn, Marc Vucovich, Dhruv Nandakumar, Kevin Choi, Abdul-Rahman, Edward Bowen, Sachin Shetty. iccnc 2024: 635-640 [doi]

Detecting Brain Cancer Using Explainable AIAbdul-Rahman, Shahab Saquib Sohail, Mohammad Sultan Alam, Anil Sharma, Wathiq Mansoor. icspis 2024: 1-6 [doi]

WedaGPT - Generative-AI (with Custom-Trained Meta's Llama2 LLM), Blockchain, Self Sovereign Identity, NFT and Model Card Enabled Indigenous Medicine PlatformEranga Bandara, Peter Foytik, Sachin Shetty, Ravi Mukkamala, Abdul-Rahman, Xueping Liang, Ng Wee Keong, Kasun De Zoysa. ISCC 2024: 1-6 [doi]

RMF-GPT - OpenAI GPT-3.5 LLM, Blockchain, NFT, Model Cards and OpenScap Enabled Intelligent RMF Automation SystemEranga Bandara, Sachin Shetty, Abdul-Rahman, Ravi Mukkamala, Peter Foytik, Xueping Liang. iccnc 2024: 653-658 [doi]

SliceGPT - OpenAI GPT-3.5 LLM, Blockchain and Non-Fungible Token Enabled Intelligent 5G/6G Network Slice Broker and MarketplaceEranga Bandara, Peter Foytik, Sachin Shetty, Ravi Mukkamala, Abdul-Rahman, Xueping Liang, Wee Keong Ng, Kasun De Zoysa. ccnc 2024: 439-445 [doi]

Lightweight, geo-scalable deterministic blockchain design for 5G networks sliced applications with hierarchical CFT/BFT consensus groups, IPFS and novel hardware designEranga Bandara, Xueping Liang, Peter Foytik, Sachin Shetty, Ravi Mukkamala, Abdul-Rahman, Nalin Ranasinghe, Kasun De Zoysa, Wee Keong Ng. iot, 25:101077, April 2024. [doi]

Efficient Information Dissemination in Blockchain-Enabled Federated Learning for IoVBimal Ghimire, Danda B. Rawat, Abdul-Rahman. iotj, 11(9):15310-15319, May 2024. [doi]

Cross-Temporal Detection of Novel Ransomware Campaigns: A Multi-Modal Alert ApproachSathvik Murli, Dhruv Nandakumar, Prabhat Kumar Kushwaha, Cheng Wang, Christopher Redino, Abdul-Rahman, Shalini Israni, Tarun Singh, Edward Bowen. iccnc 2024: 423-429 [doi]

Foundational Models for Malware Embeddings Using Spatio-Temporal Parallel Convolutional NetworksDhruv Nandakumar, Devin Quinn, Elijah Soba, Eunyoung Kim, Christopher Redino, Chris Chan, Kevin Choi, Abdul-Rahman, Edward Bowen. iccnc 2024: 168-174 [doi]

Citizen Movement Control System (CMCS) for Handling the Evacuation Process of an EarthquakeBenny Benyamin Nasution, Abdul-Rahman, M. Rikwan E. S. Manik, Liwat Tarigan, Rahmat Widia Sembiring, Indra Siregar, Rina Walmiaty Mardi, Marliana Sari, Rismawati. coins 2024: 1-6 [doi]

TTPatternMiner: Automated Learning and Characterization of Attack Pattern from Malicious Cyber CampaignSharif Ullah, Sachin Shetty, Abdul-Rahman, Amin Hass, Xiaoyong Yuan. milcom 2024: 405-411 [doi]

FedBayes: A Zero-Trust Federated Learning Aggregation to Defend Against Adversarial AttacksMarc Vucovich, Devin Quinn, Kevin Choi, Christopher Redino, Abdul-Rahman, Edward Bowen. ccwc 2024: 28-35 [doi]

Leveraging Reinforcement Learning in Red Teaming for Advanced Ransomware Attack SimulationsCheng Wang, Christopher Redino, Ryan Clark, Abdul-Rahman, Sal Aguinaga, Sathvik Murli, Dhruv Nandakumar, Roland Rao, Lanxiao Huang, Daniel Radke, Edward Bowen. csr2 2024: 262-269 [doi]

2023

Studying Imbalanced Learning for Anomaly-Based Intelligent IDS for Mission-Critical Internet of ThingsGhada Abdelmoumin, Danda B. Rawat, Abdul-Rahman. jocsap, 3(4):706-743, October 2023. [doi]

Blockchain, NFT, Federated Learning and Model Cards enabled UAV Surveillance System for 5G/6G Network Sliced EnvironmentEranga Bandara, Sachin Shetty, Peter Foytik, Abdul-Rahman, Ravi Mukkamala, Xueping Liang, Nadini Sahabandu. isncc 2023: 1-8 [doi]

Proof-of-Pedal - Pedal-Powered Byzantine Green Consensus for BlockchainEranga Bandara, Peter Foytik, Sachin Shetty, Ravi Mukkamala, Abdul-Rahman, Xueping Liang, Wee Keong Ng, D. N. Ranasinghe, Kasun De Zoysa. ithings 2023: 810-814 [doi]

A Novel Approach to User Agent String Parsing for Vulnerability Analysis Using Multi-Headed AttentionDhruv Nandakumar, Sathvik Murli, Ankur Khosla, Kevin Choi, Abdul-Rahman, Drew Walsh, Scott Riede, Eric Dull, Edward Bowen. icmlc 2023: 105-113 [doi]

Enhancing Exfiltration Path Analysis Using Reinforcement LearningRiddam Rishu, Akshay Kakkar, Cheng Wang, Abdul-Rahman, Christopher Redino, Dhruv Nandakumar, Tyler Cody, Ryan Clark, Daniel Radke, Edward Bowen. camlis 2024: 77-90 [doi]

GreenThread - Blockchain, Non-Fungible Token(NFT), Model Cards, Self-Sovereign Identity and IPFS Enabled Sustainable Circular Fashion PlatformNadini Sahabandu, Eranga Bandara, Peter Foytik, Sachin Shetty, Ravi Mukkamala, Abdul-Rahman, Xueping Liang. annsim 2023: 357-243 [doi]

2022

On the Performance of Machine Learning Models for Anomaly-Based Intelligent Intrusion Detection Systems for the Internet of ThingsGhada Abdelmoumin, Danda B. Rawat, Abdul-Rahman. iotj, 9(6):4280-4290, 2022. [doi]

Kaputa - Blockchain, Non-Fungible Token and Model Card Integrated 5G/6G Network Slice Broker and MarketplaceEranga Bandara, Sachin Shetty, Ravi Mukkamala, Abdul-Rahman, Peter Foytik, Xueping Liang, Wee Keong Ng. milcom 2022: 559-564 [doi]

Moose: A Scalable Blockchain Architecture for 5G Enabled IoT with Sharding and Network SlicingEranga Bandara, Sachin Shetty, Abdul-Rahman, Ravi Mukkamala, Xueping Liang. wcnc 2022: 1194-1199 [doi]

Bassa-ML - A Blockchain and Model Card Integrated Federated Learning Provenance PlatformEranga Bandara, Sachin Shetty, Abdul-Rahman, Ravi Mukkamala, Juan Zhao 0003, Xueping Liang. ccnc 2022: 753-759 [doi]

Skunk - A Blockchain and Zero Trust Security Enabled Federated Learning Platform for 5G/6G Network SlicingEranga Bandara, Xueping Liang, Sachin Shetty, Ravi Mukkamala, Abdul-Rahman, Wee Keong Ng. secon 2022: 109-117 [doi]

Discovering Exfiltration Paths Using Reinforcement Learning with Attack GraphsTyler Cody, Abdul-Rahman, Christopher Redino, Lanxiao Huang, Ryan Clark, Akshay Kakkar, Deepak Kushwaha, Paul Park, Peter A. Beling, Edward Bowen. desec 2022: 1-8 [doi]

Using Cyber Terrain in Reinforcement Learning for Penetration TestingRohit Gangupantulu, Tyler Cody, Paul Park, Abdul-Rahman, Logan Eisenbeiser, Dan Radke, Ryan Clark, Christopher Redino. coins 2022: 1-8 [doi]

Construction of an Online Education Platform Based on SOA Architecture and Multimedia TechnologyTao He, Abdul-Rahman, Ataur Rahman Farooqi. ijec, 18(2):1-16, 2022. [doi]

Exposing Surveillance Detection Routes via Reinforcement Learning, Attack Graphs, and Cyber TerrainLanxiao Huang, Tyler Cody, Christopher Redino, Abdul-Rahman, Akshay Kakkar, Deepak Kushwaha, Cheng Wang, Ryan Clark, Daniel Radke, Peter A. Beling, Edward Bowen. icmla 2022: 1350-1357 [doi]

Trustworthy AI Solutions for Cyberbiosecurity Challenges in Water Supply SystemsWan-Yi Mao, Mehmet Yardimci, Minh Nguyen, Dan Sobien, Laura J. Freeman, Feras A. Batarseh, Abdul-Rahman, Vinita Fordham. flairs 2022: [doi]

Zero Day Threat Detection Using Metric Learning AutoencodersDhruv Nandakumar, Robert Schiller, Christopher Redino, Kevin Choi, Abdul-Rahman, Edward Bowen, Marc Vucovich, Joe Nehila, Matthew Weeks, Aaron Shaha. icmla 2022: 1318-1325 [doi]

Detection of COVID-19 in High Resolution Computed Tomography Using Vision TransformerAroosa Yaqoob, Abdul Basit, Abdul-Rahman, Abdul Hannan, Kaleem Ullah. fit 2022: 82-87 [doi]

2021

Association between Temperature and Relative Humidity in Relation to COVID-19Ansari Saleh Ahmar, M. A. El Safty, Samirah Al Zahrani, R. Rusli, Abdul-Rahman. iasc, 30(3):795-803, 2021. [doi]

Let'sTrace - Blockchain, Federated Learning and TUF/In-ToTo Enabled Cyber Supply Chain Provenance PlatformEranga Bandara, Sachin Shetty, Abdul-Rahman, Ravi Mukkamala. milcom 2021: 470-476 [doi]

An Energy-Aware, Highly Available, and Fault-Tolerant Method for Reliable IoT SystemsMuhammad Bukhsh, Saima Abdullah, Abdul-Rahman, Mamoona Naveed Asghar, Humaira Arshad, Abdulatif Alabdulatif. access, 9:145363-145381, 2021. [doi]

Data-Driven Quickest Change Detection for Securing Federated Learning for Internet-of-VehiclesBimal Ghimire, Danda B. Rawat, Abdul-Rahman. globecom 2021: 1-6 [doi]

Improvement of substation Monitoring aimed to improve its efficiency with the help of Big Data Analysis*Ruiling Yu, Mohammad Asif Ikbal, Abdul-Rahman. jois, 30(1):499-510, 2021. [doi]

2018

Globally Optimization Energy Grid Management SystemAbdul-Rahman, Nadeem Javaid, Muhammad Asad Zaheer, Maryam Bibi, Zoha Fatima, Qurat-ul Ain. nbis 2019: 194-208 [doi]

Efficient Resource Distribution in Cloud and Fog ComputingMubashar Mehmood, Nadeem Javaid, Junaid Akram, Sadam Hussain Abbasi, Abdul-Rahman, Fahad Saeed. nbis 2019: 209-221 [doi]

2015

Face sketch recognition using sketching with wordsAbdul-Rahman, M. M. Sufyan Beg. mlc, 6(4):597-605, 2015. [doi]

Ranking of Fuzzy Similar Faces Using Relevance Matrix and Aggregation OperatorsAbdul-Rahman, Tanvir Ahmad, M. M. Sufyan Beg. scse 2015: 84-91 [doi]

2013

Estimation of f-validity of geometrical objects with OWA operator weightsAbdul-Rahman, M. M. Sufyan Beg. fuzzIEEE 2013: [doi]

Investigation of OWA Operator Weights for Estimating Fuzzy Validity of Geometric ShapesAbdul-Rahman, M. M. Sufyan Beg. wcsc 2014: 15-24 [doi]

2011

Optimal power management for the UTS plug-in hybrid electric vehicleAbdul-Rahman. PhD thesis, University of Technology Sydney, Australia, 2011. [doi]

Transmitting UWB-OFDM Using 16-QAM over Hybrid Flat Fading ChannelsSaqib R. Chaudhry, H. S. Al-Raweshidy, Abdul-Rahman. vtc 2011: 1-5 [doi]

Finding the 'Needle': Locating Interesting Nodes Using the K-shortest Paths Algorithm in MapReduceChristopher McCubbin, Bryan Perozzi, Andrew Levine, Abdul-Rahman. icdm 2011: 180-187 [doi]

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