Magdy A. Bayoumi

ORCID

Publication Activity (10 Years)

Years Active: 1983-2024
Publications (10 Years): 174

Top Venues

Publications

Victor Adewopo, Nelly ElSayed, Zag Elsayed, Murat Ozer, Constantinos Zekios, Ahmed Abdelgawad, Magdy A. Bayoumi
Big Data and Deep Learning in Smart Cities: A Comprehensive Dataset for AI-Driven Traffic Accident Detection and Computer Vision Systems. CoRR (2024)
Mahmoud Darwich, Kasem Khalil, Yasser Ismail, Magdy A. Bayoumi
Edge Computing for Efficient Storage and Low-Latency Video Streaming in Cloud Environments. AIBThings (2023)
Mahmoud Darwich, Kasem Khalil, Yasser Ismail, Magdy A. Bayoumi
Predictive Storage Management for Cloud-Based Video Streaming Using ML ARIMA Model. MWSCAS (2023)
Nelly Elsayed, Zag ElSayed, Magdy A. Bayoumi
IoT Botnet Detection Using an Economic Deep Learning Model. CoRR (2023)
Mahmoud Darwich, Taghreed Alghamdi, Magdy A. Bayoumi
Deep Learning-Enabled Efficient Storage and Retrieval of Video Streams in the Cloud. SmartCloud (2023)
Sonia Akter, Kasem Khalil, Magdy A. Bayoumi
A Survey on Hardware Security: Current Trends and Challenges. IEEE Access 11 (2023)
Mahmoud Darwich, Taghreed Alghamdi, Magdy A. Bayoumi
Deep Learning Approach for Cost and Storage Optimization of Video Streaming in Cloud Environments. SmartCloud (2023)
Kasem Khalil, Tamador Mohaidat, Magdy A. Bayoumi
Low-Cost Hardware Design Approach for Long Short-Term Memory (LSTM). ISCAS (2023)
Sonia Akter, Kasem Khalil, Magdy A. Bayoumi
Hardware Security in the Internet of Things: A Survey. SOCC (2023)
Mahmoud Darwich, Kasem Khalil, Yasser Ismail, Magdy A. Bayoumi
Adaptive Video Streaming: An AI-Driven Approach Leveraging Cloud and Edge Computing. AIBThings (2023)
Mohamed S. Ghoneim, Dalia A. Fathi, Lobna A. Said, Ahmed H. Madian, Magdy A. Bayoumi
Aloe Vera Tissue Modeling and Parameter Identification Using Meta-heuristic Optimization Algorithm. ICM (2023)
Kasem Khalil, Ashok Kumar, Magdy A. Bayoumi
Low-Power Convolutional Neural Network Accelerator on FPGA. AICAS (2023)
Mahmoud Darwich, Kasem Khalil, Yasser Ismail, Magdy A. Bayoumi
Deep Learning-Driven Video Summarization on the Cloud: A Pathway to Efficient Storage and Quick Access. MCSoC (2023)
Nelly Elsayed, Zag ElSayed, Magdy A. Bayoumi
IoT Botnet Detection Using an Economic Deep Learning Model. AIIoT (2023)
Mahmoud Darwich, Kasem Khalil, Yasser Ismail, Magdy A. Bayoumi
Enhancing Cloud-Based Video Streaming Efficiency using Neural Networks. COINS (2023)
Fudong Lin, Summer Crawford, Kaleb Guillot, Yihe Zhang, Yan Chen, Xu Yuan, Li Chen, Shelby Williams, Robert Minvielle, Xiangming Xiao, Drew Gholson, Nicolas Ashwell, Tri Setiyono, Brenda Tubana, Lu Peng, Magdy A. Bayoumi, Nian-Feng Tzeng
MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer. ICCV (2023)
Fudong Lin, Summer Crawford, Kaleb Guillot, Yihe Zhang, Yan Chen, Xu Yuan, Li Chen, Shelby Williams, Robert Minvielle, Xiangming Xiao, Drew Gholson, Nicolas Ashwell, Tri Setiyono, Brenda Tubana, Lu Peng, Magdy A. Bayoumi, Nian-Feng Tzeng
MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer. CoRR (2023)
Sara Alahmadi, Haytham Idriss, Pablo Rojas, Magdy A. Bayoumi
Security Scalability of Arbiter PUF Designs. ISCAS (2023)
Rodrigue Rizk, Dominick Rizk, Frederic Rizk, Ashok Kumar, Magdy A. Bayoumi
A Resource-Saving Energy-Efficient Reconfigurable Hardware Accelerator for BERT-based Deep Neural Network Language Models using FFT Multiplication. ISCAS (2022)
Pablo Rojas, Haytham Idriss, Sara Alahmadi, Magdy A. Bayoumi
Stochastic Selection of Responses for Physically Unclonable Functions. ISCAS (2022)
Mahmoud Darwich, Yasser Ismail, Talal Darwich, Magdy A. Bayoumi
Cost Minimization of Cloud Services for On-Demand Video Streaming. CoRR (2022)
Bappaditya Dey, Dipam Goswami, Sandip Halder, Kasem Khalil, Philippe Leray, Magdy A. Bayoumi
Deep Learning-Based Defect Classification and Detection in SEM Images. CoRR (2022)
Phillip Williams, Indira Kaylan Dutta, Hisham G. Daoud, Magdy A. Bayoumi
A survey on security in internet of things with a focus on the impact of emerging technologies. Internet Things 19 (2022)
Haytham Idriss, Pablo Rojas, Sara Alahmadi, Tarek Idriss, Albert H. Carlson, Magdy A. Bayoumi
Shadow PUFs: Generating Temporal PUFs with Properties Isomorphic to Delay-Based APUFs. ISCAS (2022)
Nelly Elsayed, Zag ElSayed, Navid Asadizanjani, Murat Ozer, Ahmed Abdelgawad, Magdy A. Bayoumi
Speech Emotion Recognition using Supervised Deep Recurrent System for Mental Health Monitoring. CoRR (2022)
Nelly Elsayed, Zag ElSayed, Navid Asadizanjani, Murat Ozer, Ahmed Abdelgawad, Magdy A. Bayoumi
Speech Emotion Recognition using Supervised Deep Recurrent System for Mental Health Monitoring. WF-IoT (2022)
Mahmoud Darwich, Yasser Ismail, Talal Darwich, Magdy A. Bayoumi
Cost Minimization of Cloud Services for On-Demand Video Streaming. SN Comput. Sci. 3 (3) (2022)
Tarek Idriss, Alex Gavin, Adrian Gabales, Haytham Idriss, Magdy A. Bayoumi
XFeed PUF: A Secure and Efficient Delay-based Strong PUF Using Cross-Feed Connections. ISCAS (2022)
Bappaditya Dey, Enrique Dehaerne, Kasem Khalil, Sandip Halder, Philippe Leray, Magdy A. Bayoumi
Deep Learning based Defect classification and detection in SEM images: A Mask R-CNN approach. CoRR (2022)
Zag ElSayed, Nelly Elsayed, Chengcheng Li, Magdy A. Bayoumi
Autonomous Low Power IoT System Architecture for Cybersecurity Monitoring. WF-IoT (2022)
Reza Soosahabi, Magdy A. Bayoumi
On Securing MAC Layer Broadcast Signals Against Covert Channel Exploitation in 5G, 6G & Beyond. FNWF (2022)
Victor Adewopo, Nelly Elsayed, Zag ElSayed, Murat Ozer, Ahmed Abdelgawad, Magdy A. Bayoumi
Review on Action Recognition for Accident Detection in Smart City Transportation Systems. CoRR (2022)
Kasem Khalil, Bappaditya Dey, Ashok Kumar, Magdy A. Bayoumi
Adaptive Hardware Architecture for Neural-Network-on-Chip. MWSCAS (2022)
Kasem Khalil, Ashok Kumar, Magdy A. Bayoumi
Reconfigurable Hardware Design Approach for Economic Neural Network. IEEE Trans. Circuits Syst. II Express Briefs 69 (12) (2022)
Kasem Khalil, Omar Eldash, Ashok Kumar, Magdy A. Bayoumi
Designing Novel AAD Pooling in Hardware for a Convolutional Neural Network Accelerator. IEEE Trans. Very Large Scale Integr. Syst. 30 (3) (2022)
Zag ElSayed, Murat Ozer, Nelly Elsayed, Magdy A. Bayoumi
Zydeco-Style Spike Sorting Low Power VLSI Architecture for IoT BCI Implants. CoRR (2022)
Mahmoud Darwich, Yasser Ismail, Talal Darwich, Magdy A. Bayoumi
Improving Hierarchy Storage for Video Streaming in Cloud. CoRR (2021)
Zaghloul Saad Zaghloul, Nelly Elsayed, Chengcheng Li, Magdy A. Bayoumi
Green IoT System Architecture for Applied Autonomous Network Cybersecurity Monitoring. CoRR (2021)
Dominick Rizk, Rodrigue Rizk, Frederic Rizk, Ashok Kumar, Magdy A. Bayoumi
A Cost-Efficient Reversible-Based Configurable Ring Oscillator Physical Unclonable Function. SoCC (2021)
Pablo Rojas, Sara Alahmadi, Magdy A. Bayoumi
Physical Layer Security for IoT Communications - A Survey. WF-IoT (2021)
Bappaditya Dey, Kasem Khalil, Ashok Kumar, Magdy A. Bayoumi
A Reversible-Logic based Architecture for VGGNet. ICECS (2021)
Kasem Khalil, Omar Eldash, Ashok Kumar, Magdy A. Bayoumi
Self-Healing Router Approach for High-Performance Network-on-Chip. IEEE Open J. Circuits Syst. 2 (2021)
Kasem Khalil, Bappaditya Dey, Ashok Kumar, Magdy A. Bayoumi
A Reversible-Logic based Architecture for Convolutional Neural Network (CNN). MWSCAS (2021)
Md Farhadur Reza, Dan Zhao, Magdy A. Bayoumi
Energy-efficient task-resource co-allocation and heterogeneous multi-core NoC design in dark silicon era. Microprocess. Microsystems 86 (2021)
Kasem Khalil, Bappaditya Dey, Ashok Kumar, Magdy A. Bayoumi
A Reversible-Logic Based Architecture for Long Short-Term Memory (LSTM) Network. ISCAS (2021)
Mahmoud Darwich, Yasser Ismail, Talal Darwich, Magdy A. Bayoumi
Improving Hierarchy Storage for Video Streaming in Cloud. WF-IoT (2021)
Xiangbo Li, Mahmoud Darwich, Mohsen Amini Salehi, Magdy A. Bayoumi
Chapter Four - A survey on cloud-based video streaming services. Adv. Comput. 123 (2021)
Reza Soosahabi, Magdy A. Bayoumi
Optimized Line-of-Sight Assessment Algorithm for 5G mmW Network Design using LiDAR Information. WINSYS (2021)
Kasem Khalil, Omar Eldash, Bappaditya Dey, Ashok Kumar, Magdy A. Bayoumi
An Efficient Embryonic Hardware Architecture based on Network-on-Chip. MWSCAS (2021)
Phillip Williams, Haytham Idriss, Magdy A. Bayoumi
Mc-PUF: Memory-based and Machine Learning Resilient Strong PUF for Device Authentication in Internet of Things. CSR (2021)
Tarek Idriss, Haytham Idriss, Magdy A. Bayoumi
A Lightweight PUF-Based Authentication Protocol Using Secret Pattern Recognition for Constrained IoT Devices. IEEE Access 9 (2021)
Ahmed M. Abdelhameed, Magdy A. Bayoumi
A Deep Learning Approach for Automatic Seizure Detection in Children With Epilepsy. Frontiers Comput. Neurosci. 15 (2021)
Zaghloul Saad Zaghloul, Nelly Elsayed, Chengcheng Li, Magdy A. Bayoumi
Green IoT System Architecture for Applied Autonomous Network Cybersecurity Monitoring. WF-IoT (2021)
Kasem Khalil, Bappaditya Dey, Mostafa Abdelrehim, Ashok Kumar, Magdy A. Bayoumi
An Efficient Reconfigurable Neural Network on Chip. ICECS (2021)
Ahmed M. Abdelhameed, Magdy A. Bayoumi
An Efficient Deep Learning System for Epileptic Seizure Prediction. ISCAS (2021)
Hisham G. Daoud, Magdy A. Bayoumi
Generative Adversarial Network Based Semi-supervised Learning for Epileptic Focus Localization. BIBM (2021)
Kasem Khalil, Ahmed Abdelgawad, Magdy A. Bayoumi
Intelligent Resource Discovery Approach for The Internet of Things. WF-IoT (2021)
David Cain, Omar Eldash, Kasem Khalil, Magdy A. Bayoumi
Convolution Processing Unit Featuring Adaptive Precision using Dynamic Reconfiguration. WF-IoT (2021)
Mohamed Elsaadani, Emad Habib, Ahmed M. Abdelhameed, Magdy A. Bayoumi
Assessment of a Spatiotemporal Deep Learning Approach for Soil Moisture Prediction and Filling the Gaps in Between Soil Moisture Observations. Frontiers Artif. Intell. 4 (2021)
Rodrigue Rizk, Dominick Rizk, Frederic Rizk, Ashok Kumar, Magdy A. Bayoumi
An Efficient Capsule Network Reconfigurable Hardware Accelerator for Deciphering Ancient Scripts with Scarce Annotations. SoCC (2021)
Hisham G. Daoud, Magdy A. Bayoumi
Deep Learning Approach for Epileptic Focus Localization. IEEE Trans. Biomed. Circuits Syst. 14 (2) (2020)
Kasem Khalil, Bappaditya Dey, Yasser Sherazi, Ashok Kumar, Magdy A. Bayoumi
A Novel Design Reversible Logic Based Configurable Fault-Tolerant Embryonic Hardware. ISCAS (2020)
Xiangbo Li, Mahmoud Darwich, Magdy A. Bayoumi, Mohsen Amini Salehi
Cloud-Based Video Streaming Services: A Survey. CoRR (2020)
Kasem Khalil, Omar Eldash, Ashok Kumar, Magdy A. Bayoumi
Machine Learning-Based Approach for Hardware Faults Prediction. IEEE Trans. Circuits Syst. (11) (2020)
Kasem Khalil, Omar Eldash, Bappaditya Dey, Ashok Kumar, Magdy A. Bayoumi
Architecture of A Novel Low-Cost Hardware Neural Network. MWSCAS (2020)
Hisham G. Daoud, Magdy A. Bayoumi
A Convolutional Gated Recurrent Neural Network for Seizure Onset Localization. BIBM (2020)
Kasem Khalil, Khalid Elgazzar, Ahmed Abdelgawad, Magdy A. Bayoumi
A Security Approach for CoAP-based Internet of Things Resource Discovery. WF-IoT (2020)
Phillip Williams, Indira Kalyan Dutta, Hisham G. Daoud, Magdy A. Bayoumi
Security Aspects of Internet of Things - A Survey. WF-IoT (2020)
Indira Kalyan Dutta, Bhaskar Ghosh, Albert H. Carlson, Magdy A. Bayoumi
Lightweight Polymorphic Encryption for the Data Associated with Constrained Internet of Things Devices. WF-IoT (2020)
Kasem Khalil, Omar Eldash, Ashok Kumar, Magdy A. Bayoumi
Intelligent Fault-Prediction Assisted Self-Healing for Embryonic Hardware. IEEE Trans. Biomed. Circuits Syst. 14 (4) (2020)
Kasem Khalil, Khalid Elgazzar, Mohamed Seliem, Magdy A. Bayoumi
Resource discovery techniques in the internet of things: A review. Internet Things 12 (2020)
Indira Kalyan Dutta, Bhaskar Ghosh, Albert H. Carlson, Michael W. Totaro, Magdy A. Bayoumi
Generative Adversarial Networks in Security: A Survey. UEMCON (2020)
Bhaskar Ghosh, Indira Kalyan Dutta, Michael W. Totaro, Magdy A. Bayoumi
A Survey on the Progression and Performance of Generative Adversarial Networks. ICCCNT (2020)
Mahmoud Darwich, Yasser Ismail, Talal Darwich, Magdy A. Bayoumi
Cost-Efficient Storage for On-Demand Video Streaming on Cloud. WF-IoT (2020)
Mahmoud Darwich, Ege Beyazit, Mohsen Amini Salehi, Magdy A. Bayoumi
Cost Efficient Repository Management for Cloud-Based On-Demand Video Streaming. CoRR (2020)
Haytham Idriss, Tarek Idriss, Phillip Williams, Magdy A. Bayoumi
Memory-based Arbiter PUF: A Novel Highly Reliable and Scalable Strong PUF Design. WF-IoT (2020)
Bappaditya Dey, Kasem Khalil, Ashok Kumar, Magdy A. Bayoumi
A Reversible-Logic based Architecture for Artificial Neural Network. MWSCAS (2020)
Omar Eldash, Adam Frost, Kasem Khalil, Ashok Kumar, Magdy A. Bayoumi
Dynamically Reconfigurable Deep Learning for Efficient Video Processing in Smart IoT Systems. WF-IoT (2020)
Hisham G. Daoud, Phillip Williams, Magdy A. Bayoumi
IoT based Efficient Epileptic Seizure Prediction System Using Deep Learning. WF-IoT (2020)
Mahmoud Darwich, Yasser Ismail, Talal Darwich, Magdy A. Bayoumi
Cost-Efficient Storage for On-Demand Video Streaming on Cloud. CoRR (2020)
Nelly Elsayed, Anthony S. Maida, Magdy A. Bayoumi
Reduced-gate convolutional long short-term memory using predictive coding for spatiotemporal prediction. Comput. Intell. 36 (3) (2020)
Pablo Rojas, Haytham Idriss, Magdy A. Bayoumi
Comparative Analysis on the Scaling Properties of Arbiter-based PUFs. WF-IoT (2020)
Bhaskar Ghosh, Indira Kalyan Dutta, Albert H. Carlson, Michael W. Totaro, Magdy A. Bayoumi
An Empirical Analysis of Generative Adversarial Network Training Times with Varying Batch Sizes. UEMCON (2020)
Kasem Khalil, Omar Eldash, Ashok Kumar, Magdy A. Bayoumi
Economic LSTM Approach for Recurrent Neural Networks. IEEE Trans. Circuits Syst. II Express Briefs (11) (2019)
Kasem Khalil, Omar Eldash, Ashok Kumar, Magdy A. Bayoumi
Self-Healing Approach for Hardware Neural Network Architecture. MWSCAS (2019)
Nasim Nasirian, Reza Soosahabi, Magdy A. Bayoumi
Probabilistic Analysis of Power-Gating in Network-on-Chip Routers. IEEE Trans. Circuits Syst. II Express Briefs (2) (2019)
Indira Kalyan Dutta, Bhaskar Ghosh, Magdy A. Bayoumi
Lightweight Cryptography for Internet of Insecure Things: A Survey. CCWC (2019)
Bappaditya Dey, Kasem Khalil, Ashok Kumar, Magdy A. Bayoumi
A Novel Design Gate based Low-Cost Configurable RO PUF using Reversible Logic. MWSCAS (2019)
Khalid Alattas, Aminul Islam, Ashok Kumar, Magdy A. Bayoumi
Unsupervised Ranking of Numerical Observations based on Magnetic Properties and Correlation Coefficient. HICSS (2019)
Nelly Elsayed, Anthony S. Maida, Magdy A. Bayoumi
Gated Recurrent Neural Networks Empirical Utilization for Time Series Classification. iThings/GreenCom/CPSCom/SmartData (2019)
Phillip Williams, Pablo Rojas, Magdy A. Bayoumi
Security Taxonomy in IoT - A Survey. MWSCAS (2019)
Zaghloul Saad Zaghloul, Magdy A. Bayoumi
Early Prediction of Epilepsy Seizures VLSI BCI System. CoRR (2019)
Kasem Khalil, Omar Eldash, Ashok Kumar, Magdy A. Bayoumi
OC: Neural-Network-on-Chip Architecture. SoCC (2019)
Rodrigue Rizk, Dominick Rizk, Ashok Kumar, Magdy A. Bayoumi
Demystifying Emerging Nonvolatile Memory Technologies: Understanding Advantages, Challenges, Trends, and Novel Applications. ISCAS (2019)
Nelly Elsayed, Anthony S. Maida, Magdy A. Bayoumi
An Analysis of Univariate and Multivariate Electrocardiography Signal Classification. ICMLA (2019)
Kasem Khalil, Omar Eldash, Bappaditya Dey, Ashok Kumar, Magdy A. Bayoumi
A Novel Reconfigurable Hardware Architecture of Neural Network. MWSCAS (2019)
Ahmed M. Abdelhameed, Magdy A. Bayoumi
Semi-Supervised EEG Signals Classification System for Epileptic Seizure Detection. IEEE Signal Process. Lett. 26 (12) (2019)
Hisham G. Daoud, Magdy A. Bayoumi
Efficient Epileptic Seizure Prediction Based on Deep Learning. IEEE Trans. Biomed. Circuits Syst. 13 (5) (2019)
Satya Katragadda, Raju Gottumukkala, Siva R. Venna, Nicholas G. Lipari, Shailendra Gaikwad, Murali Pusala, Jian Chen, Christoph W. Borst, Vijay Raghavan, Magdy A. Bayoumi
VAStream: A Visual Analytics System for Fast Data Streams. PEARC (2019)
Nelly Elsayed, Anthony S. Maida, Magdy A. Bayoumi
Reduced-Gate Convolutional LSTM Architecture for Next-Frame Video Prediction Using Predictive Coding. IJCNN (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Magdy A. Bayoumi