63 citations · 130 across the 10 of their papers we have counts for
3 papers · 1 filter
Setting the threshold for high throughput detectors: A mathematical approach for ensembles of dynamic, heterogeneous, probabilistic anomaly detectors
Robert A. Bridges, Jessie D. Jamieson, Joel W. Reed
Anomaly detection (AD) has garnered ample attention in security research, as such algorithms complement existing signature-based methods but promise detection of never-before-seen…
Automated Behavioral Analysis of Malware A Case Study of WannaCry Ransomware
Qian Chen, Robert A. Bridges
Ransomware, a class of self-propagating malware that uses encryption to hold the victims' data ransom, has emerged in recent years as one of the most dangerous cyber threats, with…
Malware Detection on General-Purpose Computers Using Power Consumption Monitoring: A Proof of Concept and Case Study
Jarilyn M. Hernández Jiménez, Jeffrey A. Nichols, Katerina Goseva-Popstojanova +2
Malware detection is challenging when faced with automatically generated and polymorphic malware, as well as with rootkits, which are exceptionally hard to detect. In an attempt to…