Student theses
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Real-Time Temporal Patterns-Based Event Prediction
Itzhak, N. (Author), Moskovitch, R. (Supervisor), 2024Student thesis: Doctoral Thesis
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Code Smells: Enhancing Fault Localization and Defect Prediction in Software
Sotto-Mayor De Castro Machado, B. M. (Author), Kalech, M. (Supervisor), 2024Student thesis: Doctoral Thesis
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Multi -Modal Approaches for Modeling the Dynamics of Online Communities
Israeli, A. (Author), Tsur, O. (Supervisor), 2024Student thesis: Doctoral Thesis
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Algorithm Selection Through Graphical Dataset Representation
Cohen-Shapira, N. (Author), Rokach, L. (Supervisor), 2024Student thesis: Doctoral Thesis
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Security & Privacy Challenges In Modern AI
Amit, G. (Author), Elovici, Y. (Supervisor) & Mirsky, Y. (Supervisor), 2024Student thesis: Doctoral Thesis
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Explainable AI: Explaining Anomalies Detected by Autoencoder, Explanation Correctness Evaluation, and Explanation-Based Feature Augmentation
Friedman Antwarg, L. (Author), Shapira, B. (Supervisor) & Rokach, L. (Supervisor), 2024Student thesis: Doctoral Thesis
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Improving IoT Network Security Using Machine Learning
Kotak, J. A. (Author), Elovici, Y. (Supervisor), 2024Student thesis: Doctoral Thesis
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Deep Recommender Systems Utilizing Side Information
Livne, A. (Author), Shapira, B. (Supervisor) & Rokach, L. (Supervisor), 2024Student thesis: Doctoral Thesis
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Deep Neural Networks Interpretation and Applications for Ultrasound and Cell Profiling
Shpigler, A. (Author), Zaritsky, A. (Supervisor) & Bar-Gera, H. (Supervisor), 2024Student thesis: Doctoral Thesis
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Robustness and Explainability of Tree-based Models
Meiseles, A. (Author), Rokach, L. (Supervisor), 2024Student thesis: Doctoral Thesis
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Enforcing Diversity Within Ensemble Methods
Cohen, S. (Author), Rokach, L. (Supervisor), 2024Student thesis: Doctoral Thesis
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Automatic and Contextualized Tabular Datasets Enrichment Using External Sources
Harari, A. (Author), Elovici, Y. (Supervisor) & Katz, G. (Supervisor), 2024Student thesis: Doctoral Thesis
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Detecting and Preventing Attacks on Serial Busses of Transportation Systems
Levy, E. (Author), Elovici, Y. (Supervisor), 2024Student thesis: Doctoral Thesis
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Representation of Datasets and Machine Learning Pipelines for Meta-Learning and AutoML optimization
Vainshtein, R. (Author), Shapira, B. (Supervisor) & Rokach, L. (Supervisor), 2024Student thesis: Doctoral Thesis
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Algorithmic Advances in Multi-Agent Pathfinding
Boyarski, E. (Author), Felner, A. (Supervisor) & Stern, R. Z. (Supervisor), 2024Student thesis: Doctoral Thesis
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Detecting Cyber Attacks on Civilian Aircraft Using Deep Learning Algorithms
Habler, I. (Author), Shabtai, A. (Supervisor), 2024Student thesis: Doctoral Thesis
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Advancements in Large-Scale Algorithms for Complete Time Interval Mining
Harel, O. D. (Author), Moskovitch, R. (Supervisor), 2024Student thesis: Doctoral Thesis
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Modeling Participatory Budgeting in Real World Settings
Fairstein, R. (Author), Gal, K. (Supervisor), 2024Student thesis: Doctoral Thesis
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Optimization of Collective Decision-Making using Data-Science Methods and Cognitive Features
Shinitzky, H. (Author), Shahar, Y. (Supervisor), 2023Student thesis: Doctoral Thesis
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Privacy Violating Cache Side-Channel Attacks
Shusterman, A. (Author), Oren, Y. (Supervisor), 2023Student thesis: Doctoral Thesis
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Early Detection of GPS Spoofing Attacks on Aerial Vehicles using Machine Learning
Avrahami, G. (Author), Last, M. (Supervisor), 2023Student thesis: Doctoral Thesis
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Real-World Applications of Adversarial Learning
Mathov, Y. (Author), Elovici, Y. (Supervisor) & Rokach, L. (Supervisor), 2023Student thesis: Doctoral Thesis
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Data-Driven Solutions for Trend Mining in Open Big Data: A Multi-Domain Approach
Kagan, D. (Author), Fire, M. (Supervisor), 2023Student thesis: Doctoral Thesis
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Attacks and Defenses of Cyber-Physical Systems
Kravchik, M. (Author), Shabtai, A. (Supervisor), 2023Student thesis: Doctoral Thesis
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Enhancing Sequential Mining with Complex Network Analysis
Bar, A. (Author), Rokach, L. (Supervisor) & Shapira, B. (Supervisor), 2023Student thesis: Doctoral Thesis
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Two Non Collaborative Applications of Multi Agent Planning
Shmaryahu, D. (Author), Shani, G. (Supervisor), 2023Student thesis: Doctoral Thesis
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Different Forms of Optimality in Multi-Agent Problems
Atzmon, D. (Author), Felner, A. (Supervisor) & Stern, R. Z. (Supervisor), 2022Student thesis: Doctoral Thesis
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Using Text Mining Techniques for Social Media Monitoring
Miao, L. (Author), Last, M. (Supervisor), 2022Student thesis: Doctoral Thesis
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AI for Cyber Security - Cost-Effective Malware Detection Framework Using Reinforcement Learning
Birman, Y. (Author), Katz, G. (Supervisor) & Shabtai, A. (Supervisor), 2022Student thesis: Doctoral Thesis
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Methods for Improving Targeted Data Collection on Online Social Networks
Elyashar, A. (Author), Puzis, R. (Supervisor) & Fire, M. (Supervisor), 2022Student thesis: Doctoral Thesis
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Computational Narrative Understanding in Movies
Liu, C. (Author), Shmilovici Leib, A. (Supervisor) & Last, M. (Supervisor), 2022Student thesis: Doctoral Thesis
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New Directions in Network Alignment
Leybovich, I. (Author), Puzis, R. (Supervisor) & Stern, R. Z. (Supervisor), 2022Student thesis: Doctoral Thesis
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A Method for Database Model Selection and Design
Hubara, N. (Author), Sturm, A. (Supervisor), 2022Student thesis: Doctoral Thesis
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Combining Salient Data with Expert Knowledge for Effective Big Data Monitoring
Grushka, H. (Author), Rokach, L. (Supervisor) & Shapira, B. (Supervisor), 2022Student thesis: Doctoral Thesis
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A Multivariate Time-Oriented Data Analysis Framework for Classification and Prediction
Sheetrit, E. (Author), Elovici, Y. (Supervisor) & Shahar, Y. (Supervisor), 2022Student thesis: Doctoral Thesis
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Applications and Implications of Adversarial Machine Learning
Katzir, Z. (Author), Elovici, Y. (Supervisor), 2022Student thesis: Doctoral Thesis
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User Modeling and Inference Using Spatial Latent Representation
Solomon, A. (Author), Shapira, B. (Supervisor) & Rokach, L. (Supervisor), 2022Student thesis: Doctoral Thesis
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Security and Privacy in the IoT Era
Nassi, B. (Author), Elovici, Y. (Supervisor), 2022Student thesis: Doctoral Thesis
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Multimodal Machine Learning for Drug Knowledge Discovery
Shtar, G. (Author), Shapira, B. (Supervisor) & Rokach, L. (Supervisor), 2022Student thesis: Doctoral Thesis
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Big Source Code Analysis and Machine Learning- Based Cyber Security Applications
Mateless, R. (Author), Moskovitch, R. (Supervisor), 2021Student thesis: Doctoral Thesis
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Growing a Tree From a Forest: Transforming a Decision Forest Into an Explainable Tree
Sagi, O. (Author), Rokach, L. (Supervisor), 2021Student thesis: Doctoral Thesis
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AI-Based Methods for Cybersecurity Risk Assessment
Bitton, R. (Author), Puzis, R. (Supervisor) & Shabtai, A. (Supervisor), 2021Student thesis: Doctoral Thesis
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Aspects of Reasoning Semantic Relationships of Image Objects
Kubany, A. (Author), Rokach, L. (Supervisor), 2021Student thesis: Doctoral Thesis
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Predicting and Labeling Data Using Transfer Learning
Grolman, E. (Author), Rokach, L. (Supervisor) & Shabtai, A. (Supervisor), 2021Student thesis: Doctoral Thesis
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Security of Hardware Interfaces on Smart Devices
Shwartz, O. (Author), Oren, Y. (Supervisor), 2021Student thesis: Doctoral Thesis
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A Generalized Detection and Prevention of Anomalous Commands Sent to Medical Devices Controlled by an Untrusted Controller
Mahler, T. (Author), Elovici, Y. (Supervisor) & Shahar, Y. (Supervisor), 2021Student thesis: Doctoral Thesis
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Exploring Threats in Large-Scale DNS Traffic
Nadler, A. (Author), Shabtai, A. (Supervisor), 2021Student thesis: Doctoral Thesis
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Methods for Improving the Security of Keystroke Dynamics Solutions
Hazan, I. (Author), Rokach, L. (Supervisor) & Margalit, O. (Supervisor), 2021Student thesis: Doctoral Thesis
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Adversarial Machine Learning of Recurrent Neural Networks in the Cyber Security Domain
Rosenberg, I. (Author), Elovici, Y. (Supervisor), Rokach, L. (Supervisor) & Shabtai, A. (Supervisor), 2021Student thesis: Doctoral Thesis
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Advanced Machine Learning for Addressing Key Challenges in IoT Security
Meidan, Y. (Author), Shabtai, A. (Supervisor), 2021Student thesis: Doctoral Thesis