Methods, systems and devices for identifying, classifying, modeling, and responding to
mobile device behaviors may include using lightweight processes to monitor and analyze …

Improved systems and methods for automated machine-learning, zero-day malware
detection. Embodiments include a system and method for detecting malware using multi …

The present disclosure generally relates to web page analysis, and more particularly to
detecting malicious behavior using an accomplice model. In certain embodiments, the …

Improved systems and methods for automated machine learning, Zero-day malware
detection. Embodiments include a method for improved Zero-day malware detection that …

US9769189B2 - Systems and methods for behavior-based automated malware analysis
and classification - Google Patents US9769189B2 - Systems and methods for behavior-based …

(57) ABSTRACT A malware detection/identification system scores each Sub ject file and/or
scores tags obtained from the subject file to determine the potential that the file contains …

(57) ABSTRACT A system for the identification and subsequent rating of domains based on
a result derived from a proprietary algo rithm configured to detect when a new domain is …

In this paper, we propose a novel classification model for the multiple instance data, which
aims to maximize the number of positive instances ranked before the top-ranked negative …

Described systems and methods allow a computer security system to automatically classify
target objects using a cascade of trained classifiers, for applications including malware …

Employing a relatively simple machine learning classifier to explain evidence that led to a
security action decision by a relatively complex machine learning classifier. In one …