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Elisha Halperin

2 accepted papers

2025

CLEAR: Command Level Annotated Dataset for Ransomware Detection

NeurIPS 2025poster

Over the last decade, ransomware detection has become a central topic in cybersecurity research. Due to ransomware's direct interaction with storage devices, analyzing I/O streams has become an effective detection method and represents a vital area of focus for research. A major challenge in this fi…

Cited by 0SourceScholar
2023

Neural Modulation for Flash Memory: An Unsupervised Learning Framework for Improved Reliability

NeurIPS 2023poster

Recent years have witnessed a significant increase in the storage density of NAND flash memory, making it a critical component in modern electronic devices. However, with the rise in storage capacity comes an increased likelihood of errors in data storage and retrieval. The growing number of errors…

Cited by 0SourcePDFScholar