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Microsoft Malware 名词解释

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1.id

MachineIdentifier

2.电脑杀毒软件

win8defender 8826520

mse 94873

mseprerelease 53

scep 22

windowsintune 8

fep 7

70 unique

110 unique

8,531 unique

binary全0,基本没用

3.电脑系统配置

7 unique and NaN 32318

binary

2017 unique

可信平台模块(Trusted Platform Module) binary

4.自配杀毒软件

28,970 unique

安装数量

激活数量

binary $ null

5.电脑位置

This has 222 unique int64 IDs. Wikipedia cites 255+ countries and independent territories. If these are exact country codes, then Austria (43) has the highest number of rows in this data set, while USA(001) has just 2 %.

1,07,366 unique cities and huge number(~5%) of NaNs.

There are 49 unique organisations, 50% of the computers being under one org, another 25% not-classified. Here's a breakup of the top 5 values

292 geographic regions, a machine is located in.

276 locale int64 IDs. "A locale is neither a language nor a country, the same language may be spoken in multiple countries (often with subtle differences) and a single country may speak multiple languages. A locale is therefore an area where a particular language is spoken which may (or may not) align with geographical and/or political boundaries.

6.操作系统

windows10 8618715

windows8 194508

windows7 93889

windows2016 14371

x64 8105435

x86 815702

arm64 346

10.0.0.0 8632545

6.3.0.0 194447

6.1.1.0 93268

6.1.0.0 582

10.0.3.0 225

10.0.1.0 141

76 unique build numbers, of which ~5 form the majority

14 unique,This has a very skewed distribution.

rs4 3915526

rs3 2503681

rs2 780270

rs1 730819

th2 411606

th1 270192

windows8.1 194508

windows7 93889

prers5 20992

Home 5514341

Pro 3224164

Invalid 78054

Education 40694

Enterprise 34357

Enterprise LTSB 20702

Cloud 5589

Server 3582

7.电脑环境2

0 8921225

1 258

这些应用程序不被视为病毒、恶意软件或其他类型的威胁,但可能会对影响其性能或使用的终结点执行操作。PUA也可以指信誉不佳的应用程序。

0.0 8379843

NaN 537759

1.0 3881

Windows Defender SmartScreen helps to protect your employees if they try to visit sites previously reported as phishing or malware websites, or if an employee tries to download potentially malicious files. This only applies to Win 10 and Win 10 mobile.

1.0 8641014

0.0 189119

NaN 91350

用户帐户控制(User Account Control,简写作UAC)

8.Census

8.1Census_用途

智能手机、小型平板电脑、多功能一体机

8.2Census_OEM

8.3Census_Processor

cpu几个核心 45 unique

制造商

3,428 unique values

This column is mostly empty.

8.4Census_PrimaryDisk

Unique value count: 5,735.

HDD 5806804

SSD 2466808

UNKNOWN 358251

Unspecified 276776

NaN 12844

系统体积

0.0 8921483

Name: Census_HasOpticalDiskDrive, dtype: int64

内存

8.6Census_InternalPrimaryDiagonalDisplaySize

Notebook 5248812

Desktop 1872125

Laptop 685581

Portable 360903

AllinOne 204295

2,180 unique

1,560 unique

8.7Census_Power

8.8Census_OSVersion

469 unique

amd64 8105885

x86 815252

arm64 346

32 unique

165 unique values

285 unique values.

33 unique values

Core 3469991

Professional 3130566

CoreSingleLanguage 1945461

CoreCountrySpecific 166100

ProfessionalEducation 56698

 

30 unique

UUPUpgrade 2608037

IBSClean 1650733

Update 1593308

Upgrade 1251559

Other 840121

Reset 649201

Refresh 205842

Clean 69073

CleanPCRefresh 53609

8.8Census_OSLanguage&Locale

39 unique values

147 unique values

8.9Census_更新

FullAuto 3954497

UNKNOWN 2519925

Notify 2034254

AutoInstallAndRebootAtMaintenanceTime 371475

Off 26961

DownloadNotify 14371

8.10usb_启动

0 8916619

1 4864

8.11激活

IS_GENUINE 7877597

INVALID_LICENSE 801692

OFFLINE 228366

UNKNOWN 13826

TAMPERED 2

Retail 4727589

OEM:DM 3413350

Volume:GVLK 450954

OEM:NONSLP 317980

Volume:MAK 8028

Retail:TB:Eval 3582

8.12Census_IsFlight

NaN 7408759

0.0 1512703

1.0 21

0.0 8760872

NaN 160523

1.0 88

Retail 8355679

NOT_SET 287803

Unknown 243438

WIS 10648 WIF 10322

RP 9860

Disabled 3722

OSG 7

Canary 3

Invalid 1

NaN 5667325

0.0 3253342

1.0 816

8.13Census_Firmware

712 unique values

50K unique values.

8.13Census_Boot

0 4585438

1 4336045

NaN 5659703 0.0 3261779 1.0 1

8.14Census_外置

0.0 8842840

1.0 62690

NaN 15953

0 7801452

1 1120031

0 8581834

1 339649

8.15Census_others

Keep Wi-Fi on when the screen times out 0.0 8341972 1.0 508168 NaN 71343

Census_ThresholdOptIn - NA

NaN 5667325

0.0 3253342

1.0 816

9.Wdft

0.0 6174143

1.0 2443889

NaN 303451

15 unique

标签:Malware,Census,Windows,NA,machine,0.0,名词解释,unique,Microsoft
来源: https://blog.csdn.net/hzs4211819/article/details/113730328