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Data Masking Algorithm

Background

Data masking algorithms are by the mask features of Apache ShardingSphere. A variety of algorithms are built-in to make it easy for users to fully leverage the feature.

Parameters

Hash Data Masking Algorithm

MD5 Data Masking Algorithm

Type: MD5

Attributes:

Name DataType Description
salt String Salt value (optional)

Mask Data Masking Algorithm

Keep First N Last M Data Masking Algorithm

Type: KEEP_FIRST_N_LAST_M

Attributes:

Name DataType Description
first-n int first n substring
last-m int last m substring
replace-char String replace char

Keep From X To Y Data Masking Algorithm

Type: KEEP_FROM_X_TO_Y

Attributes:

Name DataType Description
from-x int start position (from 0)
to-y int end position (from 0)
replace-char String replace char

Mask First N Last M Data Masking Algorithm

Type: MASK_FIRST_N_LAST_M

Attributes:

Name DataType Description
first-n int first n substring
last-m int last m substring
replace-char String replace char

Mask From X To Y Data Masking Algorithm

Type: MASK_FROM_X_TO_Y

Attributes:

Name DataType Description
from-x int start position (from 0)
to-y int end position (from 0)
replace-char String replace char

Mask Before Special Chars Data Masking Algorithm

Type: MASK_BEFORE_SPECIAL_CHARS

Attributes:

Name DataType Description
special-chars String Special chars (first appearance)
replace-char String replace char

Mask After Special Chars Data Masking Algorithm

Type: MASK_AFTER_SPECIAL_CHARS

Attributes:

Name DataType Description
special-chars String Special chars (first appearance)
replace-char String replace char

Replace Data Masking Algorithm

Personal Identity Number Random Replace Data Masking Algorithm

Type: PERSONAL_IDENTITY_NUMBER_RANDOM_REPLACE

Attributes:

Name DataType Description
alpha-two-country-area-code String alpha two country area code (Optional, default value: CN)

Military Identity Number Random Replace Data Masking Algorithm

类型:MILITARY_IDENTITY_NUMBER_RANDOM_REPLACE

可配置属性:

Name DataType Description
type-codes String military identity number type codes (separate with comma)

Telephone Random Replace Data Masking Algorithm

Type: TELEPHONE_RANDOM_REPLACE

Attributes:

Name DataType Description
network-numbers String Network numbers (separate with comma, default value: 130,131,132,133,134,135,136,137,138,139,150,151,152,153,155,156,157,158,159,166,170,176,177,178,180,181,182,183,184,185,186,187,188,189,191,198,199)

Landline Number Random Replace Data Masking Algorithm

Type: LANDLINE_NUMBER_RANDOM_REPLACE

Attributes:

Name DataType Description
landline-numbers String Landline numbers (separate with comma)

Operating Procedure

  1. Configure maskAlgorithms in a mask rule.
  2. Use relevant algorithm types in maskAlgorithms.

Configuration Examples

rules:
- !MASK
  tables:
    t_user:
      columns:
        password:
          maskAlgorithm: md5_mask
        email:
          maskAlgorithm: mask_before_special_chars_mask
        telephone:
          maskAlgorithm: keep_first_n_last_m_mask

  maskAlgorithms:
    md5_mask:
      type: MD5
    mask_before_special_chars_mask:
      type: MASK_BEFORE_SPECIAL_CHARS
      props:
        special-chars: '@'
        replace-char: '*'
    keep_first_n_last_m_mask:
      type: KEEP_FIRST_N_LAST_M
      props:
        first-n: 3
        last-m: 4
        replace-char: '*'