no code implementations • 18 Jan 2024 • Jinxin Liu, Petar Djukic, Michel Kulhandjian, Burak Kantarci
We propose Deep Dict, a deep learning-based lossy time series compressor designed to achieve a high compression ratio while maintaining decompression error within a predefined range.
no code implementations • 15 Jun 2023 • Zhiyan Chen, Murat Simsek, Burak Kantarci, Mehran Bagheri, Petar Djukic
Performance of XGBoost, which represents conventional ML, is evaluated.
no code implementations • 7 Apr 2022 • Zhiyan Chen, Jinxin Liu, Yu Shen, Murat Simsek, Burak Kantarci, Hussein T. Mouftah, Petar Djukic
Advanced persistent threat (APT) is prominent for cybercriminals to compromise networks, and it is crucial to long-term and harmful characteristics.