joneauxedgar/pasteproof-pii-detector-v2
Token Classification
•
0.1B
•
Updated
•
67
id
int64 0
150k
| text
stringlengths 2
3.46k
| strategy
stringclasses 5
values | entity_labels
listlengths 0
4
| entity_starts
listlengths 0
4
| entity_ends
listlengths 0
4
| entity_values
listlengths 0
4
|
|---|---|---|---|---|---|---|
40,622
|
function calculate(x, y) { return x + y; }
|
hard_negative
|
[] |
[] |
[] |
[] |
21,123
|
IL
|
raw
|
[
"STATE"
] |
[
2
] |
[
4
] |
[
"IL"
] |
131,752
|
result = {"b": "61.244.29.126", "col1": "04-31", "field": "-----BEGIN PRIVATE KEY-----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-----END PRIVATE KEY-----", "baz": "YZ 24 10 81 D"}
|
structured
|
[
"IP_ADDRESS",
"PCI_EXPIRY",
"PRIVATE_KEY",
"GDPR_NIN"
] |
[
16,
41,
59,
2592
] |
[
29,
46,
2581,
2605
] |
[
"61.244.29.126",
"04-31",
"-----BEGIN PRIVATE KEY-----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\n-----END PRIVATE KEY-----",
"YZ 24 10 81 D"
] |
27,410
|
Date of Birth: May 30, 1926
|
raw
|
[
"HIPAA_DOB"
] |
[
0
] |
[
27
] |
[
"Date of Birth: May 30, 1926"
] |
45,157
|
CONTENT=AB118659C
ZIPCODE=64203-2143
D=APKAVHIIP2DYI4Z8FBWP
|
structured
|
[
"GDPR_NIN",
"ZIPCODE",
"AWS_KEY"
] |
[
8,
26,
39
] |
[
17,
36,
59
] |
[
"AB118659C",
"64203-2143",
"APKAVHIIP2DYI4Z8FBWP"
] |
63,052
|
{"col2": "CD214710D", "tmp": "698281916785955"}
|
structured
|
[
"GDPR_NIN",
"PCI_PAN"
] |
[
10,
30
] |
[
19,
45
] |
[
"CD214710D",
"698281916785955"
] |
17,400
|
{"y": "MR-09205816147", "y": "Christian"}
|
structured
|
[
"HIPAA_MRN",
"FIRST_NAME"
] |
[
7,
30
] |
[
21,
39
] |
[
"MR-09205816147",
"Christian"
] |
34,297
|
Carl Larson
|
raw
|
[
"NAME"
] |
[
2
] |
[
13
] |
[
"Carl Larson"
] |
1,357
|
"DOB: 05/04/2017"
|
raw
|
[
"HIPAA_DOB"
] |
[
1
] |
[
16
] |
[
"DOB: 05/04/2017"
] |
7,876
|
{"value": "XXXX-XXXX-XXXX-1234", "text": "ref_237003", "param": "6716478266603770"}
|
mixed
|
[
"PCI_PAN"
] |
[
65
] |
[
81
] |
[
"6716478266603770"
] |
48,083
|
'2811:482:ddde:be8a:232c:b04f:817:3c02'
|
raw
|
[
"IP_ADDRESS"
] |
[
1
] |
[
38
] |
[
"2811:482:ddde:be8a:232c:b04f:817:3c02"
] |
92,190
|
"Victoria"
|
raw
|
[
"FIRST_NAME"
] |
[
1
] |
[
9
] |
[
"Victoria"
] |
14
|
{"tmp": "Monica", "str": "QLD-646035032123", "name": "Karen Powell"}
|
structured
|
[
"FIRST_NAME",
"DRIVER_LICENSE",
"NAME"
] |
[
9,
26,
54
] |
[
15,
42,
66
] |
[
"Monica",
"QLD-646035032123",
"Karen Powell"
] |
63,663
|
{"var1": "%B9917144352514441^DAUGHERTY/DEREK^2507514002771264?", "b": "2KI3IV8", "value": "Campbell"}
|
structured
|
[
"PCI_TRACK",
"GDPR_PASSPORT",
"LAST_NAME"
] |
[
10,
71,
91
] |
[
62,
78,
99
] |
[
"%B9917144352514441^DAUGHERTY/DEREK^2507514002771264?",
"2KI3IV8",
"Campbell"
] |
74,855
|
Mr Adrian Edwards
|
raw
|
[
"NAME"
] |
[
0
] |
[
17
] |
[
"Mr Adrian Edwards"
] |
143,045
|
BAZ=Angela
|
structured
|
[
"FIRST_NAME"
] |
[
4
] |
[
10
] |
[
"Angela"
] |
77,685
|
RESPONSE=HC-235666780
|
structured
|
[
"HIPAA_ACCOUNT"
] |
[
9
] |
[
21
] |
[
"HC-235666780"
] |
145,694
|
raw
|
[
"EMAIL"
] |
[
0
] |
[
24
] |
[
"[email protected]"
] |
|
142,137
|
DOB: 01/10/2022
|
raw
|
[
"HIPAA_DOB"
] |
[
2
] |
[
17
] |
[
"DOB: 01/10/2022"
] |
135,287
|
d = {"c": "[email protected]", "a": "3K8GJVIQ", "output": "793854762"}
|
structured
|
[
"EMAIL",
"GDPR_PASSPORT",
"SSN"
] |
[
11,
45,
67
] |
[
36,
53,
76
] |
[
"[email protected]",
"3K8GJVIQ",
"793854762"
] |
147,462
|
{"text": "(000) 000-0000", "field2": "***-**-****", "str": "Porter"}
|
mixed
|
[
"LAST_NAME"
] |
[
60
] |
[
66
] |
[
"Porter"
] |
120,719
|
{"d": "13184395443755323", "a": "req_tPbbxJARe1pxeguQDUwe"}
|
mixed
|
[
"PCI_PAN"
] |
[
7
] |
[
24
] |
[
"13184395443755323"
] |
133,564
|
RESULT=192.168.58.121
RESULT=442814906158
PAYLOAD=MXC9UVTNS
Y=;7913257892910100=25063344925313924250?
|
structured
|
[
"IP_ADDRESS",
"DRIVER_LICENSE",
"GDPR_PASSPORT",
"PCI_TRACK"
] |
[
7,
29,
50,
62
] |
[
21,
41,
59,
101
] |
[
"192.168.58.121",
"442814906158",
"MXC9UVTNS",
";7913257892910100=25063344925313924250?"
] |
80,445
|
var result = { item: '767-93-5793', input: 'ACCT4796296', y: '%B7443246920078757^MURPHY/LISA^30067670681599?' };
|
structured
|
[
"SSN",
"HIPAA_ACCOUNT",
"PCI_TRACK"
] |
[
22,
44,
62
] |
[
33,
55,
108
] |
[
"767-93-5793",
"ACCT4796296",
"%B7443246920078757^MURPHY/LISA^30067670681599?"
] |
120,812
|
5903XXXXXXXXXX1178
|
raw
|
[
"PCI_PAN"
] |
[
0
] |
[
18
] |
[
"5903XXXXXXXXXX1178"
] |
146,270
|
{"temp": "FR53 2H63 YW5V 91HL 5AAN LB3V 7WR", "content": "+1-000-000-0000"}
|
mixed
|
[
"GDPR_IBAN"
] |
[
10
] |
[
43
] |
[
"FR53 2H63 YW5V 91HL 5AAN LB3V 7WR"
] |
80,260
|
const arr = [1, 2, 3, 4, 5];
|
hard_negative
|
[] |
[] |
[] |
[] |
132,742
|
Patient#5740172208
|
raw
|
[
"HIPAA_MRN"
] |
[
0
] |
[
18
] |
[
"Patient#5740172208"
] |
124,322
|
const data = { output: 'S7NYHLP2', qux: '074381', temp: 'FR94CMGVFIIJ3D87ITDPJ3UCO0G' };
|
structured
|
[
"GDPR_PASSPORT",
"HIPAA_ACCOUNT",
"GDPR_IBAN"
] |
[
24,
41,
57
] |
[
32,
47,
84
] |
[
"S7NYHLP2",
"074381",
"FR94CMGVFIIJ3D87ITDPJ3UCO0G"
] |
88,821
|
{"output": "req_tacDq7dQlYGcDUdNBvks", "data": "40789086", "foo": "Harris", "qux": "123-456-7890"}
|
mixed
|
[
"DRIVER_LICENSE",
"LAST_NAME"
] |
[
48,
67
] |
[
56,
73
] |
[
"40789086",
"Harris"
] |
68,569
|
{"str": "Tina", "field1": "Northern Territory"}
|
structured
|
[
"FIRST_NAME",
"STATE"
] |
[
9,
27
] |
[
13,
45
] |
[
"Tina",
"Northern Territory"
] |
83,923
|
port: 8080
|
hard_negative
|
[] |
[] |
[] |
[] |
64,268
|
const result = { city: 'Hollyside', field: '3&dP3dbZhYsS8V&w' };
|
structured
|
[
"CITY",
"PASSWORD"
] |
[
24,
44
] |
[
33,
60
] |
[
"Hollyside",
"3&dP3dbZhYsS8V&w"
] |
105,218
|
INSERT INTO records (displayName) VALUES ('Diane Jones');
|
sql
|
[
"NAME"
] |
[
43
] |
[
54
] |
[
"Diane Jones"
] |
84,390
|
{"temp": "AIPAN6GD17DTKDV7ARN0", "secret": "sk-proj-e4tD2dXbGCoHLOf9RZ1uML9FdJtT8wjQ9IYh2i07clKvXc6I"}
|
structured
|
[
"AWS_KEY",
"API_KEY"
] |
[
10,
44
] |
[
30,
100
] |
[
"AIPAN6GD17DTKDV7ARN0",
"sk-proj-e4tD2dXbGCoHLOf9RZ1uML9FdJtT8wjQ9IYh2i07clKvXc6I"
] |
31,641
|
INSERT INTO tmp (a, temp) VALUES ('%B3387859267994034^ROSE/MICHAEL^281227377157740?', 'AGPANO5LU1P48RL3H9HY');
|
sql
|
[
"PCI_TRACK",
"AWS_KEY"
] |
[
35,
87
] |
[
83,
107
] |
[
"%B3387859267994034^ROSE/MICHAEL^281227377157740?",
"AGPANO5LU1P48RL3H9HY"
] |
2,127
|
let user = { accessKeyId: 'AROA7F62FZIGULNSOXOW', temp: 'DE86 ZEII 66QR P4RG BATW 1P', field: '75876677892362' };
|
structured
|
[
"AWS_KEY",
"GDPR_IBAN",
"PCI_PAN"
] |
[
27,
57,
95
] |
[
47,
84,
109
] |
[
"AROA7F62FZIGULNSOXOW",
"DE86 ZEII 66QR P4RG BATW 1P",
"75876677892362"
] |
14,070
|
BAR=VNWN6X
|
structured
|
[
"GDPR_PASSPORT"
] |
[
4
] |
[
10
] |
[
"VNWN6X"
] |
42,323
|
API_KEY=""
|
hard_negative
|
[] |
[] |
[] |
[] |
142,606
|
{"name": "Michelle Adams", "text": "[email protected]", "bar": "326970187725547052"}
|
mixed
|
[
"NAME",
"PCI_PAN"
] |
[
10,
63
] |
[
24,
81
] |
[
"Michelle Adams",
"326970187725547052"
] |
72,049
|
user = {"result": "2080710733287446", "tel": "116-839-5947", "postalCode": "78768"}
|
structured
|
[
"PCI_PAN",
"PHONE",
"ZIPCODE"
] |
[
19,
46,
76
] |
[
35,
58,
81
] |
[
"2080710733287446",
"116-839-5947",
"78768"
] |
17,227
|
'ASCAE8VS0MCZBEMA4OJN'
|
raw
|
[
"AWS_KEY"
] |
[
1
] |
[
21
] |
[
"ASCAE8VS0MCZBEMA4OJN"
] |
3,271
|
user = {"content": ";0376105437923680=3106792145069993154?", "value": "APKA54WL3CV6FCXEUNPE"}
|
structured
|
[
"PCI_TRACK",
"AWS_KEY"
] |
[
20,
71
] |
[
58,
91
] |
[
";0376105437923680=3106792145069993154?",
"APKA54WL3CV6FCXEUNPE"
] |
61,267
|
email = None
|
hard_negative
|
[] |
[] |
[] |
[] |
48,827
|
LOCALITY=Chaneyville
|
structured
|
[
"CITY"
] |
[
9
] |
[
20
] |
[
"Chaneyville"
] |
4,399
|
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
|
raw
|
[
"API_KEY"
] |
[
0
] |
[
93
] |
[
"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"
] |
16,811
|
SELECT * FROM products WHERE price > 100;
|
hard_negative
|
[] |
[] |
[] |
[] |
83,620
|
'Lake Zacharyside'
|
raw
|
[
"CITY"
] |
[
1
] |
[
17
] |
[
"Lake Zacharyside"
] |
42,880
|
AROA0NOVH0679MALNDS8
|
raw
|
[
"AWS_KEY"
] |
[
0
] |
[
20
] |
[
"AROA0NOVH0679MALNDS8"
] |
105,379
|
const result = { output: 'Gonzalez, Michael', value: '2XQ8B1', qux: '01/24' };
|
structured
|
[
"NAME",
"GDPR_PASSPORT",
"PCI_EXPIRY"
] |
[
26,
54,
69
] |
[
43,
60,
74
] |
[
"Gonzalez, Michael",
"2XQ8B1",
"01/24"
] |
146,436
|
{"d": "%B6005396796269386^MCDOWELL/STEVEN^311212698727621254?", "value": "000-000-0000", "col1": "test_cea622de-c31c-435a-b864-f47d9a098e38", "field": "Date of Birth: November 18, 1970"}
|
mixed
|
[
"PCI_TRACK",
"HIPAA_DOB"
] |
[
7,
152
] |
[
61,
184
] |
[
"%B6005396796269386^MCDOWELL/STEVEN^311212698727621254?",
"Date of Birth: November 18, 1970"
] |
97,444
|
{"email": "[email protected]", "b": "Thompson"}
|
structured
|
[
"EMAIL",
"LAST_NAME"
] |
[
11,
59
] |
[
50,
67
] |
[
"[email protected]",
"Thompson"
] |
102,758
|
var user = { response: '62642 Stevens Streets Apt. 625' };
|
structured
|
[
"STREET"
] |
[
24
] |
[
54
] |
[
"62642 Stevens Streets Apt. 625"
] |
6,616
|
let result = { town: 'Simshaven', result: 'GH 96 09 12 D', creditCard: '3028-1540-0516-77' };
|
structured
|
[
"CITY",
"GDPR_NIN",
"CREDIT_CARD"
] |
[
22,
43,
72
] |
[
31,
56,
89
] |
[
"Simshaven",
"GH 96 09 12 D",
"3028-1540-0516-77"
] |
100,448
|
throw new Error("Invalid input");
|
hard_negative
|
[] |
[] |
[] |
[] |
46,378
|
Flat 9
Yvonne Plaza
|
raw
|
[
"STREET"
] |
[
0
] |
[
19
] |
[
"Flat 9\nYvonne Plaza"
] |
129,061
|
{"y": "(000) 000-0000", "var2": "543469527829882"}
|
mixed
|
[
"PCI_PAN"
] |
[
33
] |
[
48
] |
[
"543469527829882"
] |
35,727
|
INSERT INTO tmp (output, tmp, str, cell) VALUES ('-----BEGIN PRIVATE KEY-----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-----END PRIVATE KEY-----', 'X^p7GSfY', '12-35', '+1-418-186-7597');
|
sql
|
[
"PRIVATE_KEY",
"PASSWORD",
"PCI_EXPIRY",
"PHONE"
] |
[
50,
2827,
2839,
2848
] |
[
2823,
2835,
2844,
2863
] |
[
"-----BEGIN PRIVATE KEY-----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\nGimOCWbzWV/ZKRlKNvtDDDHLjqEcnKEtZme0j8ynIvVt17xxmDNbYE\n-----END PRIVATE KEY-----",
"X^p7GSfY",
"12-35",
"+1-418-186-7597"
] |
96,044
|
TEMP=CD 82 74 34 A
FIELD2=2 Foster Fall
[email protected]
|
structured
|
[
"GDPR_NIN",
"STREET",
"EMAIL"
] |
[
5,
26,
45
] |
[
18,
39,
64
] |
[
"CD 82 74 34 A",
"2 Foster Fall",
"[email protected]"
] |
101,745
|
{"var1": "[email protected]", "ccNumber": "3789 3906 8305 849"}
|
mixed
|
[
"CREDIT_CARD"
] |
[
39
] |
[
57
] |
[
"3789 3906 8305 849"
] |
38,756
|
d = {"socialSecurity": "204-25-3417", "var1": "716-830-7549", "temp": "MR-568967076"}
|
structured
|
[
"SSN",
"PHONE",
"HIPAA_MRN"
] |
[
24,
47,
71
] |
[
35,
59,
83
] |
[
"204-25-3417",
"716-830-7549",
"MR-568967076"
] |
19,322
|
email: "[email protected]"
|
hard_negative
|
[] |
[] |
[] |
[] |
81,059
|
{"result": "-----BEGIN OPENSSH PRIVATE KEY-----
byofczBeO+hyX9OIcCv51z/ffMTPU4+OB0P/cWTboF+du9SMV+gQ2p48lGP7z7WJ
4IsWrLiJNzBlJ8l9sFlelaBtP03xpduhPi1tznEtcnk+XYdy9b9VN9+6dD1eIe/o
XVkdcFzq4+G2DnqUL2kf8E//tmSygAbLj7JzZeEoSx8ER/g81Yofpb0aF7siguNz
sS4TnQk1CbeH/85+ATLyQ3jd0WcaRz4Cz/QeQ9m431WokNJCKuK1vJzymYdCh+Pf
y6xHpzqY1Pq2a/22T+Fdx7FnzfGUysDHTcADu6aeyqtwMYzoZrLmI3pLC3f7VOqp
q4oBnTbt278udJYqByPR1pjOlZV9Qn2eS7HXc2WGIt3cgeHF7PEw2WV26bPIIKNG
zDmoflJEYDkIZxcygcDjJmGR/zheMP4q/g03aXcwDqC/MPf+G+SeS0MPe
-----END OPENSSH PRIVATE KEY-----", "mail": "[email protected]", "var1": "Jasmine"}
|
structured
|
[
"PRIVATE_KEY",
"EMAIL",
"FIRST_NAME"
] |
[
12,
541,
582
] |
[
529,
570,
589
] |
[
"-----BEGIN OPENSSH PRIVATE KEY-----\nbyofczBeO+hyX9OIcCv51z/ffMTPU4+OB0P/cWTboF+du9SMV+gQ2p48lGP7z7WJ\n4IsWrLiJNzBlJ8l9sFlelaBtP03xpduhPi1tznEtcnk+XYdy9b9VN9+6dD1eIe/o\nXVkdcFzq4+G2DnqUL2kf8E//tmSygAbLj7JzZeEoSx8ER/g81Yofpb0aF7siguNz\nsS4TnQk1CbeH/85+ATLyQ3jd0WcaRz4Cz/QeQ9m431WokNJCKuK1vJzymYdCh+Pf\ny6xHpzqY1Pq2a/22T+Fdx7FnzfGUysDHTcADu6aeyqtwMYzoZrLmI3pLC3f7VOqp\nq4oBnTbt278udJYqByPR1pjOlZV9Qn2eS7HXc2WGIt3cgeHF7PEw2WV26bPIIKNG\nzDmoflJEYDkIZxcygcDjJmGR/zheMP4q/g03aXcwDqC/MPf+G+SeS0MPe\n-----END OPENSSH PRIVATE KEY-----",
"[email protected]",
"Jasmine"
] |
24,767
|
15426-5403
|
raw
|
[
"ZIPCODE"
] |
[
0
] |
[
10
] |
[
"15426-5403"
] |
62,460
|
ACCAAZYUZXWZ8H9X293P
|
raw
|
[
"AWS_KEY"
] |
[
0
] |
[
20
] |
[
"ACCAAZYUZXWZ8H9X293P"
] |
72,647
|
BAZ=AAYIZLEB
|
structured
|
[
"GDPR_PASSPORT"
] |
[
4
] |
[
12
] |
[
"AAYIZLEB"
] |
46,687
|
const arr = [1, 2, 3, 4, 5];
|
hard_negative
|
[] |
[] |
[] |
[] |
78,541
|
let result = { province: 'NSW' };
|
structured
|
[
"STATE"
] |
[
26
] |
[
29
] |
[
"NSW"
] |
113,000
|
INSERT INTO data (result, field2, temp, dob) VALUES ('734 Kirk Center', '3410-9710-3145-999', 'GH 19 47 81 D', '04/29/1942');
|
sql
|
[
"STREET",
"CREDIT_CARD",
"GDPR_NIN",
"DOB"
] |
[
54,
73,
95,
112
] |
[
69,
91,
108,
122
] |
[
"734 Kirk Center",
"3410-9710-3145-999",
"GH 19 47 81 D",
"04/29/1942"
] |
77,561
|
let data = { accessKeyId: 'ANVA3PGJRHUMDXCS59B0', tmp: '799 Wade Motorway Suite 653', fullName: 'Blake, Daniel' };
|
structured
|
[
"AWS_KEY",
"STREET",
"NAME"
] |
[
27,
56,
97
] |
[
47,
83,
110
] |
[
"ANVA3PGJRHUMDXCS59B0",
"799 Wade Motorway Suite 653",
"Blake, Daniel"
] |
44,863
|
INSERT INTO staging (qux, socialSecurity, c) VALUES ('NT-388147421080', '352100885', ';9373171923140172=270639652080?');
|
sql
|
[
"DRIVER_LICENSE",
"SSN",
"PCI_TRACK"
] |
[
54,
73,
86
] |
[
69,
82,
117
] |
[
"NT-388147421080",
"352100885",
";9373171923140172=270639652080?"
] |
114,953
|
{"streetAddress": "Suite 552 0 Mason Outlook", "dob": "16/03/1973", "baz": "192.168.192.194"}
|
structured
|
[
"STREET",
"DOB",
"IP_ADDRESS"
] |
[
19,
55,
76
] |
[
44,
65,
91
] |
[
"Suite 552 0 Mason Outlook",
"16/03/1973",
"192.168.192.194"
] |
47,193
|
d = {"text": "NSW07806734", "field1": "DOB 1966-02-01", "result": "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", "content": "-----BEGIN PRIVATE KEY-----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-----END PRIVATE KEY-----"}
|
structured
|
[
"DRIVER_LICENSE",
"HIPAA_DOB",
"API_KEY",
"PRIVATE_KEY"
] |
[
14,
39,
67,
175
] |
[
25,
53,
160,
2855
] |
[
"NSW07806734",
"DOB 1966-02-01",
"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",
"-----BEGIN PRIVATE KEY-----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\n+DqqdZMURM2RqAEj1+oDJqtWJj\n-----END PRIVATE KEY-----"
] |
37,035
|
{"postalCode": "59824-9020", "baz": ";0602593336699771=310957598000630?", "param": "4111111111111111"}
|
mixed
|
[
"ZIPCODE",
"PCI_TRACK"
] |
[
16,
37
] |
[
26,
71
] |
[
"59824-9020",
";0602593336699771=310957598000630?"
] |
128,553
|
INSERT INTO data (qux, city) VALUES ('10.140.213.16', 'Lewisburgh');
|
sql
|
[
"IP_ADDRESS",
"CITY"
] |
[
38,
55
] |
[
51,
65
] |
[
"10.140.213.16",
"Lewisburgh"
] |
23,613
|
npm install express
|
hard_negative
|
[] |
[] |
[] |
[] |
133,001
|
return response.json();
|
hard_negative
|
[] |
[] |
[] |
[] |
93,096
|
Scott
|
raw
|
[
"FIRST_NAME"
] |
[
2
] |
[
7
] |
[
"Scott"
] |
121,342
|
{"temp": "QFBLTH4YSW", "value": "11347-5588"}
|
mixed
|
[
"ZIPCODE"
] |
[
33
] |
[
43
] |
[
"11347-5588"
] |
95,618
|
77284-8424
|
raw
|
[
"ZIPCODE"
] |
[
0
] |
[
10
] |
[
"77284-8424"
] |
92,176
|
INSERT INTO data (data, card, customerName) VALUES ('RUSCSR1', '3413-5886-5670-719', 'Eric Smith');
|
sql
|
[
"GDPR_PASSPORT",
"CREDIT_CARD",
"NAME"
] |
[
53,
64,
86
] |
[
60,
82,
96
] |
[
"RUSCSR1",
"3413-5886-5670-719",
"Eric Smith"
] |
145,804
|
INSERT INTO data (d) VALUES ('S8N5ELDJQ');
|
sql
|
[
"GDPR_PASSPORT"
] |
[
30
] |
[
39
] |
[
"S8N5ELDJQ"
] |
15,740
|
user = {"payload": "ACCT-33377562"}
|
structured
|
[
"HIPAA_ACCOUNT"
] |
[
20
] |
[
33
] |
[
"ACCT-33377562"
] |
4,166
|
result = {"displayName": "Scott, Charles", "param": "Cindy", "api_key": "xoxb-538234703725-522478836490-1Q7XH9WjavUlnyQ2SDIMvll9"}
|
structured
|
[
"NAME",
"FIRST_NAME",
"API_KEY"
] |
[
26,
53,
73
] |
[
40,
58,
128
] |
[
"Scott, Charles",
"Cindy",
"xoxb-538234703725-522478836490-1Q7XH9WjavUlnyQ2SDIMvll9"
] |
125,767
|
'-----BEGIN OPENSSH PRIVATE KEY-----
rjmrN61qv4Hm9vW6fpHivhWwIp1m1yRzndDKoFkkvlxKyCg8qHRYbRK77clT/o5k
CdiCf62XrwL29sgyTN9DpexGKmt2ixHdfNJTsfh36/Un82BF7o/gIZNRmsWlaJ/D
cfidqxvKvPZbBOwmj39fhDfdgDaYrvT5yI35pDLsHMRLBSVF08APdr1q+ABefrLr
8MJS9nktBEWQMxuiRziKFhDQnlTj0VoUcDmFcM64Nk9r1eBXa9WJ8xbZR2F9V+e3
lW/gnU4dtK0QbBOkQRUE2w2tmvZMnVC99To8e8/DEiePvbte6ERZ3Pv7sOrn1ou4
07XwX9MLKXn4BWVy+6vf0+wP+p26SqfVnfsWEmvwGY
-----END OPENSSH PRIVATE KEY-----'
|
raw
|
[
"PRIVATE_KEY"
] |
[
1
] |
[
438
] |
[
"-----BEGIN OPENSSH PRIVATE KEY-----\nrjmrN61qv4Hm9vW6fpHivhWwIp1m1yRzndDKoFkkvlxKyCg8qHRYbRK77clT/o5k\nCdiCf62XrwL29sgyTN9DpexGKmt2ixHdfNJTsfh36/Un82BF7o/gIZNRmsWlaJ/D\ncfidqxvKvPZbBOwmj39fhDfdgDaYrvT5yI35pDLsHMRLBSVF08APdr1q+ABefrLr\n8MJS9nktBEWQMxuiRziKFhDQnlTj0VoUcDmFcM64Nk9r1eBXa9WJ8xbZR2F9V+e3\nlW/gnU4dtK0QbBOkQRUE2w2tmvZMnVC99To8e8/DEiePvbte6ERZ3Pv7sOrn1ou4\n07XwX9MLKXn4BWVy+6vf0+wP+p26SqfVnfsWEmvwGY\n-----END OPENSSH PRIVATE KEY-----"
] |
44,499
|
{"value": "123-45-6789", "temp": "482936984"}
|
mixed
|
[
"HIPAA_ACCOUNT"
] |
[
34
] |
[
43
] |
[
"482936984"
] |
32,112
|
[email protected]
FIELD=CO372663117502
|
structured
|
[
"EMAIL",
"DRIVER_LICENSE"
] |
[
10,
41
] |
[
34,
55
] |
[
"[email protected]",
"CO372663117502"
] |
101,336
|
npm install express
|
hard_negative
|
[] |
[] |
[] |
[] |
29,383
|
email: "[email protected]"
|
hard_negative
|
[] |
[] |
[] |
[] |
122,519
|
DE143NR2NKJDP52P1JPRKO
|
raw
|
[
"GDPR_IBAN"
] |
[
0
] |
[
22
] |
[
"DE143NR2NKJDP52P1JPRKO"
] |
118,783
|
var config = { temp: 'DKHON2', val: 'WY', baz: '979-98-7791' };
|
structured
|
[
"GDPR_PASSPORT",
"STATE",
"SSN"
] |
[
22,
37,
48
] |
[
28,
39,
59
] |
[
"DKHON2",
"WY",
"979-98-7791"
] |
131,383
|
pip install transformers
|
hard_negative
|
[] |
[] |
[] |
[] |
90,924
|
FIELD=;9289645955043123=2902275371853?
|
structured
|
[
"PCI_TRACK"
] |
[
6
] |
[
38
] |
[
";9289645955043123=2902275371853?"
] |
127,037
|
B=Fitzpatrick
PASSWD=SAkDhE*PjnhLW3cdPN
|
structured
|
[
"LAST_NAME",
"PASSWORD"
] |
[
2,
21
] |
[
13,
39
] |
[
"Fitzpatrick",
"SAkDhE*PjnhLW3cdPN"
] |
127,121
|
"ACCT-01657744"
|
raw
|
[
"HIPAA_ACCOUNT"
] |
[
1
] |
[
14
] |
[
"ACCT-01657744"
] |
106,859
|
'1b21:7a00:9451:c26f:309e:d63f:42b2:1479'
|
raw
|
[
"IP_ADDRESS"
] |
[
1
] |
[
40
] |
[
"1b21:7a00:9451:c26f:309e:d63f:42b2:1479"
] |
90,910
|
docker-compose up -d
|
hard_negative
|
[] |
[] |
[] |
[] |
49,501
|
class User { constructor() {} }
|
hard_negative
|
[] |
[] |
[] |
[] |
98,330
|
{"displayName": "Smith, Julie", "baz": "test_9858b86a-083d-48cc-869f-cf9e52c18b96"}
|
mixed
|
[
"NAME"
] |
[
17
] |
[
29
] |
[
"Smith, Julie"
] |
92,207
|
result = {"baz": "GU4974450692", "response": "36fd:27bf:e6b:73e3:1702:f72c:fffb:97c6", "zipcode": "85700", "input": "Kent"}
|
structured
|
[
"DRIVER_LICENSE",
"IP_ADDRESS",
"ZIPCODE",
"LAST_NAME"
] |
[
18,
46,
99,
117
] |
[
30,
84,
104,
121
] |
[
"GU4974450692",
"36fd:27bf:e6b:73e3:1702:f72c:fffb:97c6",
"85700",
"Kent"
] |
End of preview. Expand
in Data Studio
PasteProof PII Dataset v3
Synthetic PII detection dataset with intentional confusion to prevent overfitting.
What's Different in v3
| Problem | v2 | v3 Fix |
|---|---|---|
| Key names always match content | apiKey → API_KEY |
30% use generic names like data, x, field1 |
| No lookalikes | - | Mixed real PII with fake lookalikes |
| Always structured | JSON/SQL/etc | 20% raw PII without context |
| Easy negatives | Generic code | Hard negatives (test cards, example.com emails) |
Generation Strategies
- structured (40%): JS/Python/JSON with 30% misleading key names
- raw (20%): Just the PII value, minimal context
- mixed (15%): Real PII mixed with fake lookalikes
- sql (10%): SQL with sometimes generic column names
- hard_negative (15%): Looks like PII but isn't
Expected Model Performance
- F1: ~0.85-0.92 (not 0.99+!)
- Some errors on hard negatives (expected)
- Better real-world generalization
Entity Types (27)
Same as v2: CREDIT_CARD, API_KEY, AWS_KEY, PASSWORD, EMAIL, SSN, etc.
Usage
from datasets import load_dataset
dataset = load_dataset("joneauxedgar/pasteproof-pii-dataset-v3")
License
MIT
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Size of downloaded dataset files:
39 MB
Size of the auto-converted Parquet files:
39 MB
Number of rows:
150,000
Models trained or fine-tuned on joneauxedgar/pasteproof-pii-dataset-v3