no code implementations • 12 Apr 2024 • Dipkamal Bhusal, Md Tanvirul Alam, Monish K. Veerabhadran, Michael Clifford, Sara Rampazzi, Nidhi Rastogi
However, we observe that both model predictions and feature attributions for input samples are sensitive to noise.
no code implementations • 23 Jan 2024 • Md Tanvirul Alam, Romy Fieblinger, Ashim Mahara, Nidhi Rastogi
Concept drift is a significant challenge for malware detection, as the performance of trained machine learning models degrades over time, rendering them impractical.
1 code implementation • 1 Nov 2022 • Md Tanvirul Alam, Dipkamal Bhusal, Youngja Park, Nidhi Rastogi
The framework characterizes attack patterns by capturing the phases of an attack in Android and enterprise networks and systematically maps them to the MITRE ATT\&CK pattern framework.
1 code implementation • 8 Apr 2022 • Md Tanvirul Alam, Dipkamal Bhusal, Youngja Park, Nidhi Rastogi
Open Cyber threat intelligence (OpenCTI) information is available in an unstructured format from heterogeneous sources on the Internet.