GigaWiper is a destructive backdoor that combines multiple wiping and ransomware-like capabilities into a single operational ...

Although very impressive results have been reported for machine learning and deep learning-based IDS in benchmark datasets, these gains often do not generalize to real-world deployments owing to ...

To address the need for a reconstruction-error-based adversarial detection solution that has better performance characteristics prior to the actual principal component analysis (PCA) construction step ...

The increasing sophistication of malware demands hybrid detection strategies combining static and dynamic analysis. We present a machine learning framework integrating PE header analysis, byte n-grams ...