公开(公告)号：US20210056217A1

公开(公告)日：2021-02-25

申请号：US16844639

申请日：2020-04-09

Applicant: Intel Corporation

Inventor： Chih-Yuan Yang ,  Yi Gai

IPC: G06F21/62 ,  H04L29/06 ,  G06F16/25 ,  G06F16/9535

Abstract: Methods, apparatus, systems and articles of manufacture are disclosed to facilitate electronic data security. An example apparatus includes a data storage including a memory adjusted to store data organized according to a data table including columns identifying a first data record and a first security tag associated with the first data record. In the example apparatus, retrieval of data from the data storage involves a bit operation comparing the first security tag with a first privilege tag. In the example apparatus, the data storage provides the first data record when the bit operation comparing the first security tag with the first privilege tag has a non-zero result, and the data storage does not provide the first data record when the bit operation comparing the first security tag with the first privilege tag has a zero result.

公开(公告)号：US20200372151A1

公开(公告)日：2020-11-26

申请号：US16805159

申请日：2020-02-28

Applicant: Intel Corporation

Inventor： Chih-Yuan Yang ,  Yi Gai

IPC: G06F21/55 ,  G06F21/52

Abstract: Methods, apparatus, systems and articles of manufacture are disclosed to improve feature engineering efficiency. An example method disclosed herein includes retrieving a log file in a first file format, the log file containing feature occurrence data, generating a first unit operation based on the first file format to extract the feature occurrence data from the log file to a string, the first unit operation associated with a first metadata tag, generating second unit operations to identify respective features from the feature occurrence data, the second unit operations associated with respective second metadata tags, and generating a first sequence of the first metadata tag and the second metadata tags to create a first vector output file of the feature occurrence data

公开(公告)号：US10607004B2

公开(公告)日：2020-03-31

申请号：US15280044

申请日：2016-09-29

Applicant: Intel Corporation

Inventor： Chih-Yuan Yang ,  Yi Gai

IPC: G06F12/14 ,  G06F21/55 ,  G06F21/52 ,  G06N20/00

Abstract: Methods, apparatus, systems and articles of manufacture are disclosed to improve feature engineering efficiency. An example method disclosed herein includes retrieving a log file in a first file format, the log file containing feature occurrence data, generating a first unit operation based on the first file format to extract the feature occurrence data from the log file to a string, the first unit operation associated with a first metadata tag, generating second unit operations to identify respective features from the feature occurrence data, the second unit operations associated with respective second metadata tags, and generating a first sequence of the first metadata tag and the second metadata tags to create a first vector output file of the feature occurrence data.

公开(公告)号：US20180089424A1

公开(公告)日：2018-03-29

申请号：US15280044

申请日：2016-09-29

Applicant: Intel Corporation

Inventor： Chih-Yuan Yang ,  Yi Gai

IPC: G06F21/55 ,  G06F21/53 ,  G06N99/00

CPC classification number: G06F21/552 ,  G06F21/52 ,  G06N20/00

Abstract: Methods, apparatus, systems and articles of manufacture are disclosed to improve feature engineering efficiency. An example method disclosed herein includes retrieving a log file in a first file format, the log file containing feature occurrence data, generating a first unit operation based on the first file format to extract the feature occurrence data from the log file to a string, the first unit operation associated with a first metadata tag, generating second unit operations to identify respective features from the feature occurrence data, the second unit operations associated with respective second metadata tags, and generating a first sequence of the first metadata tag and the second metadata tags to create a first vector output file of the feature occurrence data

公开(公告)号：US09642034B2

公开(公告)日：2017-05-02

申请号：US14227775

申请日：2014-03-27

Applicant: INTEL CORPORATION

Inventor： Jing Zhu ,  Yi Gai ,  Rath Vannithamby

IPC: H04W4/00 ,  H04W28/02 ,  H04W28/12 ,  H04L12/851 ,  H04W72/12

CPC classification number: H04W28/0268 ,  H04L47/2441 ,  H04W28/12 ,  H04W72/1236 ,  H04W72/1242

Abstract: Systems and methods to support intra-quality of service (QoS) class identifier (QCI) QoS-aware scheduling are disclosed herein. User equipment (UE) may be configured to communicatively couple to an Evolved Universal Terrestrial Radio Access Network (E-UTRAN) Node B (eNB). The eNB may schedule packets within a QCI according to information provided to the eNB by the UE. Packets in a QCI may be classified into one or more flows using the information. The flows may be prioritized based on which are most important to the UE. The UE may provide QoS parameters for each flow. The eNB may be schedule the packets based on which flow each packet is in and the QoS parameters for that flow. The associated QoS parameters may be prioritized, and more important QoS parameters may be met to the detriment of less important QoS parameters.

公开(公告)号：US11783029B2

公开(公告)日：2023-10-10

申请号：US17140797

申请日：2021-01-04

Applicant: Intel Corporation

Inventor： Chih-Yuan Yang ,  Yi Gai

IPC: G06F21/55 ,  G06F21/52 ,  G06N20/00 ,  G06N20/10

CPC classification number: G06F21/552 ,  G06F21/52 ,  G06N20/10 ,  G06N20/00

Abstract: Methods, apparatus, systems and articles of manufacture are disclosed to improve feature engineering efficiency. An example method disclosed herein includes retrieving a log file in a first file format, the log file containing feature occurrence data, generating a first unit operation based on the first file format to extract the feature occurrence data from the log file to a string, the first unit operation associated with a first metadata tag, generating second unit operations to identify respective features from the feature occurrence data, the second unit operations associated with respective second metadata tags, and generating a first sequence of the first metadata tag and the second metadata tags to create a first vector output file of the feature occurrence data.

公开(公告)号：US20210200863A1

公开(公告)日：2021-07-01

申请号：US17140797

申请日：2021-01-04

Applicant: Intel Corporation

Inventor： Chih-Yuan Yang ,  Yi Gai

IPC: G06F21/55 ,  G06F21/52 ,  G06N20/10

Abstract: Methods, apparatus, systems and articles of manufacture are disclosed to improve feature engineering efficiency. An example method disclosed herein includes retrieving a log file in a first file format, the log file containing feature occurrence data, generating a first unit operation based on the first file format to extract the feature occurrence data from the log file to a string, the first unit operation associated with a first metadata tag, generating second unit operations to identify respective features from the feature occurrence data, the second unit operations associated with respective second metadata tags, and generating a first sequence of the first metadata tag and the second metadata tags to create a first vector output file of the feature occurrence data

公开(公告)号：US20170344749A1

公开(公告)日：2017-11-30

申请号：US15166922

申请日：2016-05-27

Applicant: Intel Corporation

Inventor： Chih-Yuan Yang ,  Yi Gai

IPC: G06F21/62 ,  G06F17/30 ,  H04L29/06

CPC classification number: G06F21/6209 ,  G06F16/25 ,  G06F16/9535 ,  G06F2221/2141 ,  H04L63/101

Abstract: Methods, apparatus, systems and articles of manufacture are disclosed to facilitate electronic data security. An example apparatus includes a data storage including a memory adjusted to store data organized according to a data table including columns identifying a first data record and a first security tag associated with the first data record. In the example apparatus, retrieval of data from the data storage involves a bit operation comparing the first security tag with a first privilege tag. In the example apparatus, the data storage provides the first data record when the bit operation comparing the first security tag with the first privilege tag has a non-zero result, and the data storage does not provide the first data record when the bit operation comparing the first security tag with the first privilege tag has a zero result.

公开(公告)号：US20200175166A1

公开(公告)日：2020-06-04

申请号：US16780218

申请日：2020-02-03

Applicant: Intel Corporation

Inventor： Mingwei Zhang ,  Xiaoning Li ,  Ravi L. Sahita ,  Aravind Subramanian ,  Abhay S. Kanhere ,  Chih-Yuan Yang ,  Yi Gai

IPC: G06F21/56 ,  G06N20/00 ,  H04L29/06

Abstract: A malicious object detection system for use in managed runtime environments includes a check circuit to receive call information generated by an application, such as an Android application. A machine learning circuit coupled to the check circuit applies a machine learning model to assess the information and/or data included in the call and detect the presence of a malicious object, such as malware or a virus, in the application generating the call. The machine learning model may include a global machine learning model distributed across a number of devices, a local machine learning model based on use patterns of a particular device, or combinations thereof. A graphical user interface management circuit halts execution of applications containing malicious objects and generates a user perceptible output.

公开(公告)号：US10333856B2

公开(公告)日：2019-06-25

申请号：US15880213

申请日：2018-01-25

Applicant: INTEL CORPORATION

Inventor： Jing Zhu ,  Yi Gai

IPC: H04L12/805 ,  H04W72/04 ,  H04W28/02 ,  H04W72/08 ,  H04L12/851 ,  H04W72/12 ,  H04L12/26 ,  H04W88/06 ,  H04L12/24 ,  H04L12/823

Abstract: Systems and methods to support intra-application flow prioritization are disclosed herein. User equipment (UE) may be configured to communicatively couple to an Evolved Universal Terrestrial Radio Access Network (E-UTRAN) Node B (eNB). The eNB may transmit packets from the UE to an evolved packet core (EPC), which may transmit schedule packets to an application function (AF) via a network. The AF may provide classification information and prioritization information for a plurality of intra-application flows transmitted between the AF and the UE. The EPC may classify uplink and/or downlink traffic into the intra-application flows and mark and/or schedule the traffic based on the prioritization information. Absolute and/or modular length, payload values, and/or packet type may be used to classify the traffic into the intra-application flows.