M. Abdallah, P. Naghizadeh, A. Hota, T. Cason, S. Bagchi, and S. Sundaram,“Behavioral and Game-Theoretic Security Investments in Interdependent Systems Modeled by Attack Graphs,” IEEE Transactions on Control of Network Systems (TCNS) (Impact Factor: 4.802), vol. 7, no. 4, pp. 1585-1596, December 2020.
D. Woods, M. Abdallah, S. Bagchi, S. Sundaram, and T. Cason, “Network Defense and Behavioral Biases: An Experimental Study,” Experimental Economics Journal (Impact Factor: 2.367), 25(1), PP. 254-286, February 2021.
B. Chatterjee, D. Seo, S. Chakraborty, S. Avlani, X. Jiang, H. Zhang, M. Abdallah, N. Raghunathan, C. Mousoulis, A. Shakouri, S. Bagchi, D. Peroulis, and S. Sen,“Context Aware Collaborative-Intelligence with Spatio-Temporal In Sensor-Analytics for Efficient Communication in a Large-Area IoT Testbed,” IEEE Internet of Things Journal (IoT-J) (Impact Factor: 9.936), vol. 8, no. 8, pp. 6800-6814, April 2021.
M. Abdallah, A. Mahgoub, S. Bagchi, and S. Chaterji, “Athena: Automated Tuning of Genomic Error Correction Algorithms using Language Models,” Nature Scientific Reports (Impact Factor: 4.525), vol. 9, no. 1, 2019.
Conference Papers
M. Abdallah, R. Rossi, K. Mahadik, H. Zhao, S. Kim, H. Wang, and S. Bagchi, “AutoForecast: Automatic Time-Series Forecasting Model Selection,” Accepted to appear at the 31st ACM International Conference on Information and Knowledge Management Conference (CIKM), October 2022.
X. Li, M. Abdallah, S. Suryavansh, M. Chiang, K. T. Kim, and S. Bagchi, “DAG-based Task Orchestration for Edge Computing,” Accepted to appear at the 41st International Symposium on Reliable Distributed Systems (SRDS), pp. 1–14, September 2022 (Acceptance rate: 24/104 = 23.1%)
M. Abdallah, D. Woods, P. Naghizadeh, I. Khalil, T. Cason, S. Sundaram, and S. Bagchi,“TASHAROK: Using Mechanism Design for Enhancing Security Resource Allocation in Interdependent Systems,” Proceedings of the 43rd IEEE Symposium on Security and Privacy (S&P) (Acceptance rate: 57/407 = 14.0% in 3rd cycle), May 2022.
M. Abdallah, D. Woods, P. Naghizadeh, I. Khalil, T. Cason, S. Sundaram, and S. Bagchi,“Morshed: Guiding Behavioral Decision-Makers towards Better Security Investment in Interdependent Systems,” Proceedings of the 2021 ACM Asia Conference on Computer and Communications Security (ASIACCS), pp. 378-392 (Acceptance rate: 29/157 = 18.47%), May 2021.
M. Abdallah, P. Naghizadeh, T. Cason, S. Bagchi, and S. Sundaram,“Protecting Assets with Heterogeneous Valua tions under Behavioral Probability Weighting,” IEEE Conference on Decision and Control (CDC), pp. 5374- 5379, 2019.
M. Elaraby, M. Abdallah, S. Abdou, and M. Rashwan, “A Deep Neural Networks Based models for a Computer Aided Pronunciation Learning System,” International Conference on Speech and Computer (SPECOM), Springer Proceedings, pp. 51-58, 2016.
Industry Engagement:
Research Assistant; School of Electrical and Computer Engineering, Purdue University, Aug. 2017 − Aug. 2022
Data Science Research Intern; Adobe Research, San Jose, CA, May 2021 − Aug. 2021
Data and Operations Research Scientist Intern; Principal Financial Group, Des Moines, Iowa, May 2020 − Aug. 2020
Research and Teaching Assistant; Engineering Mathematics and Physics Dept., Cairo University, 2012 – 2017
Part-time R&D Machine Learning Engineer; Engineering Company for Digital Systems Development (RDI), Giza, Egypt, 2012 – 2017