Publications

2024

• Ali Mohammadi Esfahani, Nafiseh Kahani and Samuel A. Ajila. Understanding Defects in Generated Codes by Language Models. 34th International Conference on Collaborative Advances in Software and COmputiNg (CASCON). 2024
• Arvin Samiei, Nafiseh Kahani, Mohammadreza Dehghanitafti and Mojtaba Ahmadi. Worst Case Execution Time Analysis of Real-Time Robotic Algorithms using Reinforcement Learning. 34th International Conference on Collaborative Advances in Software and COmputiNg (CASCON). 2024
• Chibuike Ejikeme, Nafiseh Kahani and Samuel Ajila. Optimizing Distributed Denial of Service (DDoS) Detection with Time Series Transformers. 34th International Conference on Collaborative Advances in Software and COmputiNg (CASCON). 2024
• Rinkesh Joshi and Nafiseh Kahani. Comparative Study of Reinforcement Learning in GitHub Pull Request Outcome Predictions. IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER). 2024
• Maede Ashouri-Talouki, Nafiseh Kahani, Masoud Barati and Zomorod Abedini. A Revocable Attribute-based Access Control with Non-monotonic Access Structure. Annals of Telecommunications. 2024.

2023

• Calvin Jary and Nafiseh Kahani. An Accurate, Low-Parameter and Deployable ML Architecture for Next Location Prediction. IEEE Future Networks World Forum (FNWF). 2023.
• Maedeh Ashouri, Nafiseh Kahani, and Masoud Barati. Privacy-Preserving Attribute-Based Access Control with Non-Monotonic Access Structure. Cyber Security in Networking Conference (CSNet’23). 2023.

Theses

• Joshi, Rinkesh. Reinforcement Learning for GitHub Pull Request Predictions: Analyzing Development Dynamics. Diss. Carleton University, 2023.

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