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Real-time machine learning anomaly detection in computer networks
(Türk-Alman Üniversitesi Fen Bilimler Enstitüsü, 2024)In the rapidly evolving digital world, the need for advanced security measures to protect our data has steadily increased. The growing cyber threats have made it essential to develop sophisticated Intrusion Detection ... -
Unraveling the capabilities of language models in news summarization performance evaluation and comparative study
(Türk-Alman Üniversitesi Fen Bilimler Enstitüsü, 2024)Given the recent introduction of multiple public Large Language Models (LLMs) andthe ongoing demand for improved Natural Language Processing tasks, particularlysummarization, this thesis provides a comprehensive ...