Abdul Rahman

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 53

Top Topics

Intrusion Detection

Reinforcement Learning

Command And Control

Top Venues

IEEE Internet Things J.

Publications

Eranga Bandara, Xueping Liang, Peter Foytik, Sachin Shetty, Ravi Mukkamala, Abdul Rahman, Nalin Ranasinghe, Kasun De Zoysa, Wee Keong Ng
Lightweight, geo-scalable deterministic blockchain design for 5G networks sliced applications with hierarchical CFT/BFT consensus groups, IPFS and novel hardware design. Internet Things 25 (2024)
Sathvik Murli, Dhruv Nandakumar, Prabhat Kumar Kushwaha, Cheng Wang, Christopher Redino, Abdul Rahman, Shalini Israni, Tarun Singh, Edward Bowen
Cross-Temporal Detection of Novel Ransomware Campaigns: A Multi-Modal Alert Approach. ICNC (2024)
Eranga Bandara, Peter Foytik, Sachin Shetty, Ravi Mukkamala, Abdul Rahman, Xueping Liang, Wee Keong Ng, Kasun De Zoysa
SliceGPT - OpenAI GPT-3.5 LLM, Blockchain and Non-Fungible Token Enabled Intelligent 5G/6G Network Slice Broker and Marketplace. CCNC (2024)
Dhruv Nandakumar, Devin Quinn, Elijah Soba, Eunyoung Kim, Christopher Redino, Chris Chan, Kevin Choi, Abdul Rahman, Edward Bowen
Foundational Models for Malware Embeddings Using Spatio-Temporal Parallel Convolutional Networks. ICNC (2024)
Cheng Wang, Akshay Kakkar, Christopher Redino, Abdul Rahman, Ajinsyam S, Ryan Clark, Daniel Radke, Tyler Cody, Lanxiao Huang, Edward Bowen
Discovering Command and Control Channels Using Reinforcement Learning. CoRR (2024)
Ajay Kulkarni, Yingjie Wang, Munisamy Gopinath, Dan Sobien, Abdul Rahman, Feras A. Batarseh
A Review of Cybersecurity Incidents in the Food and Agriculture Sector. CoRR (2024)
Bimal Ghimire, Danda B. Rawat, Abdul Rahman
Efficient Information Dissemination in Blockchain-Enabled Federated Learning for IoV. IEEE Internet Things J. 11 (9) (2024)
Cheng Wang, Christopher Redino, Abdul Rahman, Ryan Clark, Daniel Radke, Tyler Cody, Dhruv Nandakumar, Edward Bowen
Discovering Command and Control (C2) Channels on Tor and Public Networks Using Reinforcement Learning. CoRR (2024)
Sayyed Farid Ahamed, Soumya Banerjee, Sandip Roy, Devin Quinn, Marc Vucovich, Kevin Choi, Abdul Rahman, Alison Hu, Edward Bowen, Sachin Shetty
Accuracy-Privacy Trade-off in the Mitigation of Membership Inference Attack in Federated Learning. CoRR (2024)
Eranga Bandara, Sachin Shetty, Abdul Rahman, Ravi Mukkamala, Peter Foytik, Xueping Liang
RMF-GPT - OpenAI GPT-3.5 LLM, Blockchain, NFT, Model Cards and OpenScap Enabled Intelligent RMF Automation System. ICNC (2024)
Marc Vucovich, Devin Quinn, Kevin Choi, Christopher Redino, Abdul Rahman, Edward Bowen
FedBayes: A Zero-Trust Federated Learning Aggregation to Defend Against Adversarial Attacks. CCWC (2024)
Soumya Banerjee, Sandip Roy, Sayyed Farid Ahamed, Devin Quinn, Marc Vucovich, Dhruv Nandakumar, Kevin Choi, Abdul Rahman, Edward Bowen, Sachin Shetty
MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning. ICNC (2024)
Cheng Wang, Christopher Redino, Ryan Clark, Abdul Rahman, Sal Aguinaga, Sathvik Murli, Dhruv Nandakumar, Roland Rao, Lanxiao Huang, Daniel Radke, Edward Bowen
Leveraging Reinforcement Learning in Red Teaming for Advanced Ransomware Attack Simulations. CoRR (2024)
Dhruv Nandakumar, Sathvik Murli, Ankur Khosla, Kevin Choi, Abdul Rahman, Drew Walsh, Scott Riede, Eric Dull, Edward Bowen
A Novel Approach To User Agent String Parsing For Vulnerability Analysis Using Mutli-Headed Attention. CoRR (2023)
Dhruv Nandakumar, Sathvik Murli, Ankur Khosla, Kevin Choi, Abdul Rahman, Drew Walsh, Scott Riede, Eric Dull, Edward Bowen
A Novel Approach to User Agent String Parsing for Vulnerability Analysis Using Multi-Headed Attention. ICMLC (2023)
Ghada Abdelmoumin, Danda B. Rawat, Abdul Rahman
Studying Imbalanced Learning for Anomaly-Based Intelligent IDS for Mission-Critical Internet of Things. J. Cybersecur. Priv. 3 (4) (2023)
Marc Vucovich, Devin Quinn, Kevin Choi, Christopher Redino, Abdul Rahman, Edward Bowen
FedBayes: A Zero-Trust Federated Learning Aggregation to Defend Against Adversarial Attacks. CoRR (2023)
Riddam Rishu, Akshay Kakkar, Cheng Wang, Abdul Rahman, Christopher Redino, Dhruv Nandakumar, Tyler Cody, Ryan Clark, Daniel Radke, Edward Bowen
Enhancing Exfiltration Path Analysis Using Reinforcement Learning. CAMLIS (2023)
Marc Vucovich, Amogh Kamat Tarcar, Penjo Rebelo, Abdul Rahman, Dhruv Nandakumar, Christopher Redino, Kevin Choi, Robert Schiller, Sanmitra Bhattacharya, Balaji Veeramani, Alex West, Edward Bowen
Anomaly Detection via Federated Learning. ITNAC (2023)
Eranga Bandara, Sachin Shetty, Peter Foytik, Abdul Rahman, Ravi Mukkamala, Xueping Liang, Nadini Sahabandu
Blockchain, NFT, Federated Learning and Model Cards enabled UAV Surveillance System for 5G/6G Network Sliced Environment. ISNCC (2023)
Sathvik Murli, Dhruv Nandakumar, Prabhat Kumar Kushwaha, Cheng Wang, Christopher Redino, Abdul Rahman, Shalini Israni, Tarun Singh, Edward Bowen
Cross-temporal Detection of Novel Ransomware Campaigns: A Multi-Modal Alert Approach. CoRR (2023)
Soumya Banerjee, Sandip Roy, Sayyed Farid Ahamed, Devin Quinn, Marc Vucovich, Dhruv Nandakumar, Kevin Choi, Abdul Rahman, Edward Bowen, Sachin Shetty
MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning. CoRR (2023)
Riddam Rishu, Akshay Kakkar, Cheng Wang, Abdul Rahman, Christopher Redino, Dhruv Nandakumar, Tyler Cody, Ryan Clark, Daniel Radke, Edward Bowen
Enhancing Exfiltration Path Analysis Using Reinforcement Learning. CoRR (2023)
Eranga Bandara, Peter Foytik, Sachin Shetty, Ravi Mukkamala, Abdul Rahman, Xueping Liang, Wee Keong Ng, D. N. Ranasinghe, Kasun De Zoysa
Proof-of-Pedal - Pedal-Powered Byzantine Green Consensus for Blockchain. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2023)
Nadini Sahabandu, Eranga Bandara, Peter Foytik, Sachin Shetty, Ravi Mukkamala, Abdul Rahman, Xueping Liang
GreenThread - Blockchain, Non-Fungible Token(NFT), Model Cards, Self-Sovereign Identity and IPFS Enabled Sustainable Circular Fashion Platform. ANNSIM (2023)
Dhruv Nandakumar, Devin Quinn, Elijah Soba, Eunyoung Kim, Christopher Redino, Chris Chan, Kevin Choi, Abdul Rahman, Edward Bowen
Foundational Models for Malware Embeddings Using Spatio-Temporal Parallel Convolutional Networks. CoRR (2023)
Tyler Cody, Abdul Rahman, Christopher Redino, Lanxiao Huang, Ryan Clark, Akshay Kakkar, Deepak Kushwaha, Paul Park, Peter A. Beling, Edward Bowen
Discovering Exfiltration Paths Using Reinforcement Learning with Attack Graphs. CoRR (2022)
Deepak Kushwaha, Dhruv Nandakumar, Akshay Kakkar, Sanvi Gupta, Kevin Choi, Christopher Redino, Abdul Rahman, Sabthagiri Saravanan Chandramohan, Edward Bowen, Matthew Weeks, Aaron Shaha, Joe Nehila
Lateral Movement Detection Using User Behavioral Analysis. CoRR (2022)
Tyler Cody, Abdul Rahman, Christopher Redino, Lanxiao Huang, Ryan Clark, Akshay Kakkar, Deepak Kushwaha, Paul Park, Peter A. Beling, Edward Bowen
Discovering Exfiltration Paths Using Reinforcement Learning with Attack Graphs. DSC (2022)
Dhruv Nandakumar, Robert Schiller, Christopher Redino, Kevin Choi, Abdul Rahman, Edward Bowen, Marc Vucovich, Joe Nehila, Matthew Weeks, Aaron Shaha
Zero Day Threat Detection Using Metric Learning Autoencoders. ICMLA (2022)
Dhruv Nandakumar, Robert Schiller, Christopher Redino, Kevin Choi, Abdul Rahman, Edward Bowen, Marc Vucovich, Joe Nehila, Matthew Weeks, Aaron Shaha
Zero Day Threat Detection Using Metric Learning Autoencoders. CoRR (2022)
Christopher Redino, Dhruv Nandakumar, Robert Schiller, Kevin Choi, Abdul Rahman, Edward Bowen, Matthew Weeks, Aaron Shaha, Joe Nehila
Zero Day Threat Detection Using Graph and Flow Based Security Telemetry. CoRR (2022)
Eranga Bandara, Xueping Liang, Sachin Shetty, Ravi Mukkamala, Abdul Rahman, Wee Keong Ng
Skunk - A Blockchain and Zero Trust Security Enabled Federated Learning Platform for 5G/6G Network Slicing. SECON (2022)
Eranga Bandara, Sachin Shetty, Abdul Rahman, Ravi Mukkamala, Xueping Liang
Moose: A Scalable Blockchain Architecture for 5G Enabled IoT with Sharding and Network Slicing. WCNC (2022)
Wan-Yi Mao, Mehmet Yardimci, Minh Nguyen, Dan Sobien, Laura J. Freeman, Feras A. Batarseh, Abdul Rahman, Vinita Fordham
Trustworthy AI Solutions for Cyberbiosecurity Challenges in Water Supply Systems. FLAIRS (2022)
Ghada Abdelmoumin, Danda B. Rawat, Abdul Rahman
On the Performance of Machine Learning Models for Anomaly-Based Intelligent Intrusion Detection Systems for the Internet of Things. IEEE Internet Things J. 9 (6) (2022)
Eranga Bandara, Sachin Shetty, Abdul Rahman, Ravi Mukkamala, Juan Zhao, Xueping Liang
Bassa-ML - A Blockchain and Model Card Integrated Federated Learning Provenance Platform. CCNC (2022)
Rohit Gangupantulu, Tyler Cody, Paul Park, Abdul Rahman, Logan Eisenbeiser, Dan Radke, Ryan Clark, Christopher Redino
Using Cyber Terrain in Reinforcement Learning for Penetration Testing. COINS (2022)
Marc Vucovich, Amogh Kamat Tarcar, Penjo Rebelo, Narendra Gade, Ruchi Porwal, Abdul Rahman, Christopher Redino, Kevin Choi, Dhruv Nandakumar, Robert Schiller, Edward Bowen, Alex West, Sanmitra Bhattacharya, Balaji Veeramani
Anomaly Detection via Federated Learning. CoRR (2022)
Eranga Bandara, Sachin Shetty, Ravi Mukkamala, Abdul Rahman, Peter Foytik, Xueping Liang, Wee Keong Ng
Kaputa - Blockchain, Non-Fungible Token and Model Card Integrated 5G/6G Network Slice Broker and Marketplace. MILCOM (2022)
Lanxiao Huang, Tyler Cody, Christopher Redino, Abdul Rahman, Akshay Kakkar, Deepak Kushwaha, Cheng Wang, Ryan Clark, Daniel Radke, Peter A. Beling, Edward Bowen
Exposing Surveillance Detection Routes via Reinforcement Learning, Attack Graphs, and Cyber Terrain. CoRR (2022)
Aroosa Yaqoob, Abdul Basit, Abdul Rahman, Abdul Hannan, Kaleem Ullah
Detection of COVID-19 in High Resolution Computed Tomography Using Vision Transformer. FIT (2022)
Tao He, Abdul Rahman, Ataur Rahman Farooqi
Construction of an Online Education Platform Based on SOA Architecture and Multimedia Technology. Int. J. e Collab. 18 (2) (2022)
Lanxiao Huang, Tyler Cody, Christopher Redino, Abdul Rahman, Akshay Kakkar, Deepak Kushwaha, Cheng Wang, Ryan Clark, Daniel Radke, Peter A. Beling, Edward Bowen
Exposing Surveillance Detection Routes via Reinforcement Learning, Attack Graphs, and Cyber Terrain. ICMLA (2022)
Rohit Gangupantulu, Tyler Cody, Paul Park, Abdul Rahman, Logan Eisenbeiser, Dan Radke, Ryan Clark
Using Cyber Terrain in Reinforcement Learning for Penetration Testing. CoRR (2021)
Bimal Ghimire, Danda B. Rawat, Abdul Rahman
Data-Driven Quickest Change Detection for Securing Federated Learning for Internet-of-Vehicles. GLOBECOM (2021)
Rohit Gangupantulu, Tyler Cody, Abdul Rahman, Christopher Redino, Ryan Clark, Paul Park
Crown Jewels Analysis using Reinforcement Learning with Attack Graphs. CoRR (2021)
Ruiling Yu, Mohammad Asif Ikbal, Abdul Rahman
Improvement of substation Monitoring aimed to improve its efficiency with the help of Big Data Analysis*. J. Intell. Syst. 30 (1) (2021)
Muhammad Bukhsh, Saima Abdullah, Abdul Rahman, Mamoona Naveed Asghar, Humaira Arshad, Abdulatif Alabdulatif
An Energy-Aware, Highly Available, and Fault-Tolerant Method for Reliable IoT Systems. IEEE Access 9 (2021)
Andrei Svetovidov, Abdul Rahman, Feras A. Batarseh
AI Assurance using Causal Inference: Application to Public Policy. CoRR (2021)
Eranga Bandara, Sachin Shetty, Abdul Rahman, Ravi Mukkamala
Let'sTrace - Blockchain, Federated Learning and TUF/In-ToTo Enabled Cyber Supply Chain Provenance Platform. MILCOM (2021)
Abdul Rahman, Nadeem Javaid, Muhammad Asad Zaheer, Maryam Bibi, Zoha Fatima, Qurat-ul Ain
Globally Optimization Energy Grid Management System. NBiS (2018)
Mubashar Mehmood, Nadeem Javaid, Junaid Akram, Sadam Hussain Abbasi, Abdul Rahman, Fahad Saeed
Efficient Resource Distribution in Cloud and Fog Computing. NBiS (2018)
Abdul Rahman, M. M. Sufyan Beg
Face sketch recognition using sketching with words. Int. J. Mach. Learn. Cybern. 6 (4) (2015)
Abdul Rahman, Tanvir Ahmad, M. M. Sufyan Beg
Ranking of Fuzzy Similar Faces Using Relevance Matrix and Aggregation Operators. SCSE (2015)
Abdul Rahman, M. M. Sufyan Beg
Investigation of OWA Operator Weights for Estimating Fuzzy Validity of Geometric Shapes. WCSC (2013)
Abdul Rahman, M. M. Sufyan Beg
Estimation of f-validity of geometrical objects with OWA operator weights. FUZZ-IEEE (2013)
Saqib R. Chaudhry, Hamed S. Al-Raweshidy, Abdul Rahman
Transmitting UWB-OFDM Using 16-QAM over Hybrid Flat Fading Channels. VTC Spring (2011)
Christopher McCubbin, Bryan Perozzi, Andrew Levine, Abdul Rahman
Finding the 'Needle': Locating Interesting Nodes Using the K-shortest Paths Algorithm in MapReduce. ICDM Workshops (2011)