Invention Grant
- Patent Title: Method and apparatus for detecting malicious software using machine learning techniques
- Patent Title (中): 使用机器学习技术检测恶意软件的方法和装置
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Application No.: US13308533Application Date: 2011-11-30
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Publication No.: US08875286B2Publication Date: 2014-10-28
- Inventor: Oliver Friedrichs , Alfred Huger , Adam J. O'Donnell
- Applicant: Oliver Friedrichs , Alfred Huger , Adam J. O'Donnell
- Applicant Address: US CA San Jose
- Assignee: Cisco Technology, Inc.
- Current Assignee: Cisco Technology, Inc.
- Current Assignee Address: US CA San Jose
- Main IPC: G06F11/00
- IPC: G06F11/00 ; G06F12/14 ; G06F21/56
Abstract:
Novel methods, components, and systems for detecting malicious software in a proactive manner are presented. More specifically, we describe methods, components, and systems that leverage machine learning techniques to detect malicious software. The disclosed invention provides a significant improvement with regard to detection capabilities compared to previous approaches.
Public/Granted literature
- US20120227105A1 METHOD AND APPARATUS FOR DETECTING MALICIOUS SOFTWARE USING MACHINE LEARNING TECHNIQUES Public/Granted day:2012-09-06
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