公开(公告)号：US20170353481A1

公开(公告)日：2017-12-07

申请号：US15388460

申请日：2016-12-22

Applicant: Samsung Electronics Co., Ltd.

Inventor： Deguang Kong ,  Wei Yang ,  Hongxia Jin

IPC: H04L29/06 ,  G06N99/00

Abstract: One embodiment provides a method comprising, in a training phase, receiving one or more malware samples, extracting multi-aspect features of malicious behaviors triggered by the malware samples, determining evolution patterns of the malware samples based on the multi-aspect features, and predicting mutations of the malware samples based on the evolution patterns. Another embodiment provides a method comprising, in a testing phase, receiving a new mobile application, extracting a first set of multi-aspect features for the new mobile application using a learned feature model, and determining whether the new mobile application is a mutation of a malicious application using a learned classification model and the first set of multi-aspect features.

公开(公告)号：US10127403B2

公开(公告)日：2018-11-13

申请号：US14967229

申请日：2015-12-11

Applicant: Samsung Electronics Co., Ltd.

Inventor： Deguang Kong ,  Hongxia Jin

IPC: G06F21/62 ,  H04L29/08 ,  H04L29/06 ,  G06F21/55

Abstract: A computing system includes: a control circuit configured to: determine a privacy baseline for controlling communication for a user, determine an application-specific privacy setting for controlling communication for a first executable program associated with the user, generate a user-specific privacy profile based on the privacy baseline and the application-specific privacy setting, the user-specific privacy profile for controlling an application set including a second executable program; and a storage circuit, coupled to the control circuit, configured to store the user-specific privacy profile.

公开(公告)号：US10089491B2

公开(公告)日：2018-10-02

申请号：US14967229

申请日：2015-12-11

Applicant: Samsung Electronics Co., Ltd.

Inventor： Deguang Kong ,  Hongxia Jin

IPC: G06F21/62 ,  H04L29/08 ,  H04L29/06 ,  G06F21/55

Abstract: A computing system includes: a control circuit configured to: determine a privacy baseline for controlling communication for a user, determine an application-specific privacy setting for controlling communication for a first executable program associated with the user, generate a user-specific privacy profile based on the privacy baseline and the application-specific privacy setting, the user-specific privacy profile for controlling an application set including a second executable program; and a storage circuit, coupled to the control circuit, configured to store the user-specific privacy profile.

公开(公告)号：US20170032143A1

公开(公告)日：2017-02-02

申请号：US14967229

申请日：2015-12-11

Applicant: Samsung Electronics Co., Ltd.

Inventor： Deguang Kong ,  Hongxia Jin

IPC: G06F21/62 ,  H04L12/24 ,  H04L12/26 ,  H04L29/08

CPC classification number: G06F21/6245 ,  G06F9/4451 ,  G06F17/30 ,  G06F21/552 ,  G06F21/577 ,  G06F21/604 ,  G06F21/6263 ,  H04L63/102 ,  H04L67/306

Abstract: A computing system includes: a control circuit configured to: determine a privacy baseline for controlling communication for a user, determine an application-specific privacy setting for controlling communication for a first executable program associated with the user, generate a user-specific privacy profile based on the privacy baseline and the application-specific privacy setting, the user-specific privacy profile for controlling an application set including a second executable program; and a storage circuit, coupled to the control circuit, configured to store the user-specific privacy profile.

Abstract translation: 计算系统包括：控制电路，其被配置为：确定用于控制用户的通信的隐私基准，确定用于控制与用户相关联的第一可执行程序的通信的特定于应用的隐私设置，生成基于用户的隐私简档 关于隐私基准和特定于应用的隐私设置，用于控制包括第二可执行程序的应用集的用户特定隐私简档; 以及耦合到所述控制电路的存储电路，被配置为存储所述用户特定的隐私简档。