Redaction Analysis Engine

Mapping what they don't want you to see

9,031 redactions detected across 2,830 documents

9,031

Total Redactions

2,830

Documents Affected

6,523

With Candidate Matches

Clusters Identified

Who's Behind the Black Bars?

Al Gore

politician Named in Files

Matched 1674 redactions

Avg confidence: 83.7% (HIGH)

Bill Gates

business Inner Circle

Matched 1044 redactions

Avg confidence: 100.0% (HIGH)

Ghislaine Maxwell

co-conspirator Inner Circle

Matched 1010 redactions

Avg confidence: 45.0% (MEDIUM)

Lawrence Krauss

academic Named in Files

Matched 461 redactions

Avg confidence: 35.1% (LOW)

Eva Dubin

business Inner Circle

Matched 444 redactions

Avg confidence: 97.2% (HIGH)

Glenn Dubin

business Inner Circle

Matched 408 redactions

Avg confidence: 100.0% (HIGH)

Mort Zuckerman

business Named in Files

Matched 245 redactions

Avg confidence: 38.3% (LOW)

Joi Ito

academic Named in Files

Matched 212 redactions

Avg confidence: 86.1% (HIGH)

Sarah Kellen

co-conspirator Inner Circle

Matched 150 redactions

Avg confidence: 99.7% (HIGH)

Sultan Ahmed bin Sulayem

business Named in Files

Matched 136 redactions

Avg confidence: 92.1% (HIGH)

Prince Andrew

royalty Inner Circle

Matched 41 redactions

Avg confidence: 94.1% (HIGH)

Alan Dershowitz

attorney Inner Circle

Matched 29 redactions

Avg confidence: 35.9% (LOW)

Jay Lefkowitz

attorney Inner Circle

Matched 26 redactions

Avg confidence: 78.5% (HIGH)

George Mitchell

politician Named in Files

Matched 22 redactions

Avg confidence: 60.0% (MEDIUM)

Jean-Luc Brunel

co-conspirator Inner Circle

Matched 16 redactions

Avg confidence: 100.0% (HIGH)

Steve Bannon

politician Named in Files

Matched 12 redactions

Avg confidence: 60.0% (MEDIUM)

Nadia Marcinkova

co-conspirator Inner Circle

Matched 11 redactions

Avg confidence: 92.7% (HIGH)

Leon Black

business Named in Files

Matched 10 redactions

Avg confidence: 35.0% (LOW)

Anil Ambani

business Named in Files

Matched 9 redactions

Avg confidence: 35.0% (LOW)

Stephen Hawking

academic Named in Files

Matched 5 redactions

Avg confidence: 55.0% (MEDIUM)

Leslie Wexner

business Inner Circle

Matched 3 redactions

Avg confidence: 100.0% (HIGH)

Noam Chomsky

academic Named in Files

Matched 3 redactions

Avg confidence: 90.0% (HIGH)

George Church

academic Named in Files

Matched 3 redactions

Avg confidence: 60.0% (MEDIUM)

Lesley Groff

co-conspirator Inner Circle

Matched 2 redactions

Avg confidence: 52.5% (MEDIUM)

Donald Trump

politician Inner Circle

Matched 2 redactions

Avg confidence: 60.0% (MEDIUM)

Redaction Types

XXXXX Patterns

4,047

FOIA Exemptions

2,599

Tagged [REDACTED]

2,217

Black Bars

168

FOIA Exemption Decoder

b7E

829 occurrences

Law Enforcement Techniques — Investigation methods

b7C

542 occurrences

Law Enforcement Privacy — Personal privacy of subjects/witnesses

b7A

275 occurrences

Law Enforcement — Could interfere with proceedings

b1A

170 occurrences

Unknown exemption code

b7F

125 occurrences

Unknown exemption code

b7D

83 occurrences

Confidential Source — Identity of informants

b1C

73 occurrences

Unknown exemption code

b1B

72 occurrences

Unknown exemption code

b2A

61 occurrences

Unknown exemption code

b7B

55 occurrences

Unknown exemption code

b3B

53 occurrences

Unknown exemption code

b3A

45 occurrences

Unknown exemption code

b2C

44 occurrences

Unknown exemption code

b2B

37 occurrences

Unknown exemption code

b5B

15 occurrences

Unknown exemption code

b4I

14 occurrences

Unknown exemption code

b4B

12 occurrences

Unknown exemption code

b1E

11 occurrences

Unknown exemption code

b1F

9 occurrences

Unknown exemption code

b1D

8 occurrences

Unknown exemption code

b5A

8 occurrences

Unknown exemption code

b3C

6 occurrences

Unknown exemption code

b6C

6 occurrences

Unknown exemption code

b2D

5 occurrences

Unknown exemption code

b1J

4 occurrences

Unknown exemption code

b1G

3 occurrences

Unknown exemption code

b1H

3 occurrences

Unknown exemption code

b3D

3 occurrences

Unknown exemption code

b4A

3 occurrences

Unknown exemption code

b7S

3 occurrences

Unknown exemption code

b1K

2 occurrences

Unknown exemption code

2 occurrences

Unknown exemption code

b2E

2 occurrences

Unknown exemption code

b4E

2 occurrences

Unknown exemption code

b1I

1 occurrence

Unknown exemption code

b1L

1 occurrence

Unknown exemption code

b1R

1 occurrence

Unknown exemption code

b4D

1 occurrence

Unknown exemption code

b5C

1 occurrence

Unknown exemption code

b5D

1 occurrence

Unknown exemption code

b6A

1 occurrence

Unknown exemption code

1 occurrence

Unknown exemption code

b7G

1 occurrence

Unknown exemption code

b7H

1 occurrence

Unknown exemption code

b7I

1 occurrence

Unknown exemption code

b7K

1 occurrence

Unknown exemption code

b7O

1 occurrence

Unknown exemption code

b9A

1 occurrence

Unknown exemption code

Redaction Clusters

Al Gore

1674 redactions — avg score: 83.7% — View redactions

Al Gore appears as top candidate for 1674 redactions across 749 documents (avg score: 0.837)

Bill Gates

1044 redactions — avg score: 100.0% — View redactions

Bill Gates appears as top candidate for 1044 redactions across 520 documents (avg score: 1.000)

Eva Dubin

444 redactions — avg score: 97.2% — View redactions

Eva Dubin appears as top candidate for 444 redactions across 309 documents (avg score: 0.972)

Glenn Dubin

408 redactions — avg score: 100.0% — View redactions

Glenn Dubin appears as top candidate for 408 redactions across 354 documents (avg score: 1.000)

Joi Ito

212 redactions — avg score: 86.1% — View redactions

Joi Ito appears as top candidate for 212 redactions across 152 documents (avg score: 0.861)

Ghislaine Maxwell

194 redactions — avg score: 66.3% — View redactions

Ghislaine Maxwell appears as top candidate for 194 redactions across 107 documents (avg score: 0.663)

Sarah Kellen

150 redactions — avg score: 99.7% — View redactions

Sarah Kellen appears as top candidate for 150 redactions across 116 documents (avg score: 0.997)

Sultan Ahmed bin Sulayem

136 redactions — avg score: 92.1% — View redactions

Sultan Ahmed bin Sulayem appears as top candidate for 136 redactions across 82 documents (avg score: 0.921)

Prince Andrew

41 redactions — avg score: 94.2% — View redactions

Prince Andrew appears as top candidate for 41 redactions across 34 documents (avg score: 0.941)

Jay Lefkowitz

26 redactions — avg score: 78.5% — View redactions

Jay Lefkowitz appears as top candidate for 26 redactions across 13 documents (avg score: 0.785)

George Mitchell

22 redactions — avg score: 60.0% — View redactions

George Mitchell appears as top candidate for 22 redactions across 2 documents (avg score: 0.600)

Jean-Luc Brunel

16 redactions — avg score: 100.0% — View redactions

Jean-Luc Brunel appears as top candidate for 16 redactions across 14 documents (avg score: 1.000)

Mort Zuckerman

13 redactions — avg score: 97.7% — View redactions

Mort Zuckerman appears as top candidate for 13 redactions across 13 documents (avg score: 0.977)

Steve Bannon

12 redactions — avg score: 60.0% — View redactions

Steve Bannon appears as top candidate for 12 redactions across 6 documents (avg score: 0.600)

Nadia Marcinkova

11 redactions — avg score: 92.7% — View redactions

Nadia Marcinkova appears as top candidate for 11 redactions across 10 documents (avg score: 0.927)

Search & Filter Redactions

Clear

6,523 results found

Document	Type	FOIA	Context	Top Candidate	Score	Signals
EFTA00572859.pdf	xxxx	—	...ress 38.11 AMERICAN EXPRESS KARYNA SHULIAK 817142 XXXX XXXXXXXXXXX1088 TC - 12EDA56D2C21CCF0 TSI: F800 EMV Contact(Z) - Sign...	Glenn Dubin	100%	length
EFTA00572859.pdf	xxxx	—	...wwwwww• Loyallist KARYNA SHULIAK Loyalty Number XXXXXXXXX3621 Beginning Points 1214 Account Balance Net Points Th...	Eva Dubin	100%	length
EFTA00572861.pdf	xxxx	—	...an Express AMERICAN EXPRESS KARYNA SHULIAK 831787 XXXX XXXXXXXXXXX1088 TC - DBB19343652AC60A TSI: F800 EMV Contact(Z) - Sign...	Glenn Dubin	100%	length
EFTA00572861.pdf	xxxx	—	...*********WW Loyallist KARYNA SHULIAK Loyalty Number XXXXXXXXX3621 Beginning Points 2121 Account Balance Net Points Pe...	Eva Dubin	100%	length
EFTA00572868.pdf	xxxx	—	...an Express Karyna Shuliak Amount: $244.78 301 E 66th St XXXXXXXXXXXX1088 Apt 8H New York, NY 10065 Delivery Date These items...	Sarah Kellen	100%	length
EFTA00573128.pdf	xxxx	—	...044423 Payment Summary American Express Amount: $129.56 XXXXXXXXXXXXX1088 $119.00 ea $119.00 Order Totals Merchandise Totals:...	Prince Andrew	100%	length
EFTA00573408.pdf	xxxx	—	...5% 3.64 TOTAL $44.60 American Express 44.60 Card No.: XXXXXXXXXXX1088 [S] Auth No.: 540031 TOTAL ITEMS 4 Staples brand pro...	Glenn Dubin	100%	length
EFTA00573563.pdf	xxxx	—	...alm Beach 204763 0032 0076 44362 11/27/15 SHULIAK/KARYNA XXXXXXXXXXX1088 /S 12/19 TAKE MDSE 25-JACKET 1 545.00 032-25-3233...	Glenn Dubin	100%	length
EFTA00573565.pdf	xxxx	—	...0% 1.35 TOTAL $23.84 American Express 23.84 Card No.: XXXXXXXXXXX1088 [S] Auth No.: 559500 **********STAPLES COUPONS REDEEM...	Glenn Dubin	100%	length
EFTA00573680.pdf	xxxx	—	...T NON-TAXABLE AMOUNT TAX 8.875% TOTAL AMERICAN EXPRESS XXXXXXXXXXX1088 151354 / Primary / 63992 CHANGE DUE TOTAL ITEMS SOLD...	Glenn Dubin	100%	length
EFTA00574364.pdf	xxxx	—	...0.32 American Express 70.32 KARYNA SHULIAK 554929 XXXX XXXXXXXXXXX1088 CRU Swipe(R) - Signature Your Total Savings is $11.41...	Glenn Dubin	100%	length
EFTA00574364.pdf	xxxx	—	...*WWW******* Loyallist KARYNA SHULIAK Loyalty Number XXXXXXXXX3621 Beginning Points 282 Account Balance Net Points Thi...	Eva Dubin	100%	length
EFTA00574786.pdf	xxxx	—	...ES 1 3415180164973 936/72 Orig 180.00 $25.00 Coupon CRL XXXXXXXXX5821 8.875% NY RGLR Tax Total Reward Card 0100THOO 86520...	Eva Dubin	100%	length
EFTA00574815.pdf	xxxx	—	...Karyna Shuliak Card Type: American Express Card Number: XXXXXXXXXXXXXXX1091 ;United Club Relax in our exclusive airport clubs b...	Jean-Luc Brunel	100%	length
EFTA00574897.pdf	xxxx	—	...GNR /NNRNR 786337533588 86/9 Orig 86.00 20% Coupon CRL XXXXXXXXX3841 DESGNR INNRWR 786337507091 86/9 Orig 86.00 20% Cou...	Eva Dubin	100%	length
EFTA00574897.pdf	xxxx	—	...GNR INNRWR 786337507091 86/9 Orig 86.00 20% Coupon CRL XXXXXXXXX3845 TRAD SLEEPER 737045078380 240/85 Dept not coupon el...	Eva Dubin	100%	length
EFTA00574897.pdf	xxxx	—	...LEEPER 737045078380 240/85 Dept not coupon eligible CRL XXXXXXXXX3848 8L8 68.80 8L8 68.80 8L8 75.00 Sub Total 212.60 To...	Eva Dubin	100%	length
EFTA00574897.pdf	xxxx	—	...WWWW******* Loyallist KARYNA SHULIAK Loyalty Number XXXXXXXXX3621 ITHE D Ur l'C'TDA/ RSA EFTA00574897 Beginning Point...	Eva Dubin	100%	length
EFTA00575123.pdf	xxxx	—	...of Cardholder: Card Type: American Express Card Number: XXXXXXXXXXX1091 ;United Club Relax in our exclusive airport clubs b...	Glenn Dubin	100%	length
EFTA00575276.pdf	xxxx	—	...yna Shuliak Paid by: Credit Card Amex Credit Card Number: XXXXXXXXXXXX Credit Card Expiration Date: 10/17 Cardholder Name: Karyn...	Sarah Kellen	100%	length
EFTA00575716.pdf	xxxx	—	...NS POLO ELS 108.75 092449581004 547/32 Orig 145.00 CRL XXXXXXXXX5577 HENS POLO ELS 108.75 092449580922 547/32 Orig 145....	Eva Dubin	100%	length
EFTA00575716.pdf	xxxx	—	...NS POLO ELS 108.75 092449580922 547/32 Orig 145.00 CRL XXXXXXXXX3218 HENS POLO ELS 108.75 092449580915 547/32 Orig 145....	Eva Dubin	100%	length
EFTA00575716.pdf	xxxx	—	...NS POLO ELS 108.75 092449580915 547/32 Orig 145.00 CRL XXXXXXXXX3216 Visa Sub Total 326.25 Total 326.25 326.25 KARYNA...	Eva Dubin	100%	length
EFTA00578703.pdf	xxxx	—	...002 17:50:26 +0000 hello birthday one. I miss you, so thereXXXXXXX EFTA00578703...	Al Gore	100%	length
EFTA00579104.pdf	xxxx	—	...YONE, THINKING OF YOU ALL AND WISHING YOU A HAPPY EASTER! XXXXXXXXXXXX AND MOMMY Stay in touch better and keep protected online ...	Sarah Kellen	100%	length

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Methodology & Disclaimer

Candidate predictions are algorithmic estimates generated by pattern matching against document context, redaction length, FOIA exemption codes, and known associate proximity. They are NOT confirmed identities and are NOT accusations. This tool is for research purposes only. Not all redactions hide guilty parties — some exist for procedural, privacy, or national security reasons.

Signal weights: Length Match (35%), Context Keywords (25%), Name Proximity (25%), FOIA Role Match (15%). Scores above 70% = High Confidence, 40-70% = Medium, below 40% = Low.

Redaction Analysis Engine

Who's Behind the Black Bars?

Redaction Types

FOIA Exemption Decoder

Redaction Clusters

Search & Filter Redactions

Methodology & Disclaimer

Following the case?