322 citations · 383 across the 18 of their papers we have counts for
5 papers · 1 filter
BPFroid: Robust Real Time Android Malware Detection Framework
Yaniv Agman, Danny Hendler
We present BPFroid -- a novel dynamic analysis framework for Android that uses the eBPF technology of the Linux kernel to continuously monitor events of user applications running o…
Early Detection of In-Memory Malicious Activity based on Run-time Environmental Features
Dorel Yaffe, Danny Hendler
In recent years malware has become increasingly sophisticated and difficult to detect prior to exploitation. While there are plenty of approaches to malware detection, they all hav…
DAEMON: Dataset-Agnostic Explainable Malware Classification Using Multi-Stage Feature Mining
Ron Korine, Danny Hendler
Numerous metamorphic and polymorphic malicious variants are generated automatically on a daily basis by mutation engines that transform the code of a malicious program while retain…
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…