Home
About Me
Publications
Resume
Links

Publications

New and Working Papers

  • M. Abdallah, R. Rossi, K. Mahadik, H. Zhao, S. Kim, H. Wang, and S. Bagchi, “AutoForecast: Meta-Learning forFast Automatic Forecasting Model Selection,” Under submission as a conference paper at ICLR, 2022.
  • M. Abdallah, W. Lee, N. Raghunathan, C. Mousoulis, J. W. Sutherland, and S. Bagchi, "Anomaly Detection through Transfer Learning in Agriculture and Manufacturing IoT Systems," submitted to SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), Feb 2020.

Journal Papers

  • 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), April 2020.

  • 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, June 2020.
  • D. Woods, M. Abdallah, S. Bagchi, S. Sundaram, and T. Cason "Network Defense and Behavioral Biases: An Experimental Study," submitted to Experimental Economics Journal, Jan 2020.

  • M. Abdallah*, A. Mahgoub*, H. Ahmed, S. Chaterji, and S. Bagchi, "Athena: Automated Tuning of Genomic Error Correction Algorithms using Language Models," Nature Scientific Reports (Impact Factor: 4.525), 2019 (preprint available at: [arxiv]) .

  • M. Abdallah, A. Moussa, S. Abdou, M. Rashwan, and H. Al-Barhamtoshy, "Automatic Selection of Speech Data based on Confidence Measure," International Journal of Engineering & Technology, vol. 8, no. 1.11, pp. 158-160, 2019.

  • M. Al-Marri, H. Raafat, M. Abdallah, S. Abdou, and M. Rashwan, ''Computer Aided Quran Pronunciation using DNN,'' Journal of Intelligent & Fuzzy Systems, vol. 34, no. 5, pp. 3257-3271, 2018.

Conference Papers

  • S. Suryavansh, T. Gupta, M. Abdallah, C. Bothra, M. Chiang, C. Peng, K. Kim, S. Bagchi, "I-BOT: Interference-Based Orchestration of Tasks for Dynamic Edge Computing," Submitted to 22nd ACM Middleware Conference, May 2021.

  • M. Abdallah, T. Cason, S. Bagchi, and S. Sundaram, "The Effect of Behavioral Probability Weighting in a The Effect of Behavioral Probability Weighting in a Simultaneous Multi-Target Attacker-Defender Game" IEEE European Control Conference (ECC), 2021.

  • M. Abdallah, S. Mitra, S. Sundaram, and S. Bagchi, "Combining Hybrid Input-Output Automaton and Game Theory for Security Modeling of Cyber-Physical Systems," Accepted to appear at the IEEE Workshop on the Internet of Safe Things, 2021.

  • M. Abdallah , D. Woods, P. Naghizadeh, I. Khalil, T. Cason, S. Sundaram, S. Bagchi, "Morshed: Guiding Behavioral Decision-Makers towards Better Security Investment in Interdependent Systems", accepted to appear at the 16th ACM Asia Conference on Computer and Communications Security (ASIACCS), pp. 1–15, 2021 (Acceptance rate: 28/157 = 17.8%).

  • M. Abdallah, T. Cason, S. Bagchi, and S. Sundaram, "The Effect of Behavioral Probability Weighting in a Sequential Defender-Attacker Game," accepted to appear at IEEE Conference on Decision and Control (CDC), 2020.

  • M. Abdallah, P. Naghizadeh, T. Cason, S. Bagchi, and S. Sundaram, "Protecting Assets with Heterogeneous Valuations under Behavioral Probability Weighting," IEEE Conference on Decision and Control (CDC), 2019.

  • M. Abdallah, P. Naghizadeh, A. Hota, T. Cason, S. Bagchi, and S. Sundaram, "The Impacts of Behavioral Probability Weighting on Security Investments in Interdependent Systems," American Control Conference (ACC), 2019.

  • H. Ahmed, M. Elaraby, A. Moussa, M. Abdallah, S. Abdou, and M. Rashwan, "An Unsupervised Speaker Clustering Technique based on SOM and I-vectors for Speech Recognition Systems," Third Arabic Natural Language Processing Workshop, European Chapter of the Association for Computational Linguistics (EACL), 2017.

  • M. Elaraby, M. Abdallah, S. Abdou, and M. Rashwan, "A Deep Neural Networks (DNN) Based Models for a Computer Aided Pronunciation Learning System," International Conference on Speech and Computer, Springer Proceedings, pp. 51-58, 2016.

  • M. Abdallah, M. Al-Marri, S. Abdou, H. Raafat, M. Rashwan, and M. El-Gamal, "Improving Qur'an recitation system using Hybrid Deep Neural Network-Hidden Markov Model approach," International Conference on Islamic Applications in Computer Science And Technology, 2015.