2 citations · 3 across the 5 of their papers we have counts for
5 papers
Towards Automatic Hands-on-Keyboard Attack Detection Using LLMs in EDR Solutions
Amit Portnoy, Ehud Azikri, Shay Kels
Endpoint Detection and Remediation (EDR) platforms are essential for identifying and responding to cyber threats. This study presents a novel approach using Large Language Models (…
AMSI-Based Detection of Malicious PowerShell Code Using Contextual Embeddings
Amir Rubin, Shay Kels, Danny Hendler
PowerShell is a command-line shell, supporting a scripting language. It is widely used in organizations for configuration management and task automation but is also increasingly us…
Detecting Malicious PowerShell Commands using Deep Neural Networks
Danny Hendler, Shay Kels, Amir Rubin
Microsoft's PowerShell is a command-line shell and scripting language that is installed by default on Windows machines. While PowerShell can be configured by administrators for res…
Bernstein-type approximation of set-valued functions in the symmetric difference metric
Shay Kels, Nira Dyn
We study the approximation of univariate and multivariate set-valued functions (SVFs) by the adaptation to SVFs of positive samples-based approximation operators for real-valued fu…
Subdivision schemes of sets and the approximation of set-valued functions in the symmetric difference metric
Shay Kels, Nira Dyn
In this work we construct subdivision schemes refining general subsets of R^n and study their applications to the approximation of set-valued functions. Differently from previous w…