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

ACTIVE: q=Eva Dubin

444 results found matching your filters

Document	Type	FOIA	Context	Top Candidate	Score	Signals
EFTA00316204.PDF	xxxx	—	...ber hansWABA amount -145.77 _year 2772.52 XXXXXX3159 XXXXXXXXX 1207.12 -95.38 1168.46 -22.31 273.27 -66.68 1055.51 ...	Eva Dubin	100%	length
EFTA00316204.PDF	xxxx	—	... LESLEY K GROFF 03/17/2016 ,rf .a7 C Unit/ABA amour XXXXXXXXX EFTA00316204...	Eva Dubin	100%	length
EFTA00316207.PDF	xxxx	—	...account number transit/ABA amount 2918.29 XXXXXX3 I 59 XXXXXXXXX 1207.11 1263.85 295.58 1122.19 thks paned yearto dat...	Eva Dubin	100%	length
EFTA00316207.PDF	xxxx	—	...Deposit Pay Date: 03/31/2016 t feti. transWABA amount XXXXXXXXX 1207.11 0.• • ... A• Ail 00000 ••••• IM.I.M • I 0....	Eva Dubin	100%	length
EFTA00316213.PDF	xxxx	—	...6 K R FF Deposits account number XXXXXX3159 transit/ABA XXXXXXXXX Your Sal taxable wages Sal petted are $L538.46 amount 12...	Eva Dubin	100%	length
EFTA00316213.PDF	xxxx	—	...Checking DireciDeposa account number transit/48A amount XXXXXXXXX 1207.13 EFTA00316213...	Eva Dubin	100%	length
EFTA00316216.PDF	xxxx	—	...EY K GROFF Deposit account number XXXX)00159 transk/ABA XXXXXXXXX amount 1207.12 E a S S if2 a: 0 I w cc w cc V...	Eva Dubin	100%	length
EFTA00316216.PDF	xxxx	—	...riod are $1,53846 Pay Date: 05/12/2016 _ _ _asnouM XXXXXXXXX 1207.12 LESLEY K GROFF EFTA00316216...	Eva Dubin	100%	length
EFTA00316247.PDF	xxxx	—	....31 -66.68 3647.14 1740.77 407.12 1455.59 E0000/3169 XXXXXXXXX 1207.11 this period year to dale -1.20 14.40 Net Pay ...	Eva Dubin	100%	length
EFTA00316251.PDF	xxxx	—	... 3938.68 1931.54 451.73 1588.95 nista 0M* XXXXXX3150 XXXXXXXXX 1207.11 -1.20 16.80 Net Pay $1,207.11 Your INNS lexab...	Eva Dubin	100%	length
EFTA00316256.PDF	xxxx	—	... trensiVABA Checking CweciDeposit C• `-s- i1XXX{6623i59 XXXXXXXXX !it s ller; W. 1j it te5 amount 1207.11 LESLEY K GR...	Eva Dubin	100%	length
EFTA00316282.PDF	xxxx	—	...SLEY K GROFF ..,esZ • s copid number_ „ , trarisit/A8A XXXXXXXXX MOM 1207.12 EFTA00316282...	Eva Dubin	100%	length
EFTA00316291.PDF	xxxx	—	...nWier !;‘, c 1MMaUABA t; .rt;h4r -s4r1k 1100CXXXX3159 XXXXXXXXX -1.0 • amount 1207.11 aril 'lit rir ...... •112/4•1 WA...	Eva Dubin	100%	length
EFTA00316292.PDF	xxxx	—	...31 -66.68 5396.38 2885.38 674.61 2255.75 >300000i 69 XXXXXXXXX 1207.12 _ this period year to dale -1.20 28.80 $1,2...	Eva Dubin	100%	length
EFTA00316294.PDF	xxxx	—	... 12/08/2016 Ly accougt number-. hansWADA XXXXXX0159.'' XXXXXXXXX amount 1207.11 a 0 0 I 4 TEAR HERE Earnings Regula...	Eva Dubin	100%	length
EFTA00316295.PDF	xxxx	—	... numb°, rransil/ABA amount -145.77 5687.92 XXXXXX3ISO XXXXXXXXX 1207.13 -95.38 3076.15 -22.30 719.42 -66.68 2389.11 ...	Eva Dubin	100%	length
EFTA00316316.PDF	xxxx	—	... account number transit/ABA -145.00 145.00 XXXXXX3169 XXXXXXXXX __ - amount 1208.07 -95.38 95.38 -22.31 22.31 -66.50...	Eva Dubin	100%	length
EFTA00316316.PDF	xxxx	—	...count number . XXXXXX3159 01/05/2017 transiVABA amount XXXXXXXXX 1208.07 EFTA00316316...	Eva Dubin	100%	length
EFTA00316325.PDF	xxxx	—	...b.erxi r Az:evf a aniF le, ev tansiVABA itxXXXICO10159 XXXXXXXXX $0•01111t 1208.06 i. EFTA00316325...	Eva Dubin	100%	length
EFTA00316332.PDF	xxxx	—	... GROFF Deposits account number )00000(3159 transit/ABA XXXXXXXXX You: federal taxable wages This period as 81.538.46 95.7:...	Eva Dubin	100%	length
EFTA00316332.PDF	xxxx	—	...itournkekv, yam transiUABA amount it i;)0060,60h59"r XXXXXXXXX 1208-06 O I EFTA00316332...	Eva Dubin	100%	length
EFTA00316338.PDF	xxxx	—	...30 -66.50 1595.00 1.049.23 245.38 731.50 X/OCXXX3169 XXXXXXXXX 1208.08 Voluntary Deductions this period year to dale ...	Eva Dubin	100%	length
EFTA00316338.PDF	xxxx	—	...)e)octiolaiso 05/25/2017 ei7 dr • ti". transiVABA amount XXXXXXXXX 1208.08 EFTA00316338...	Eva Dubin	100%	length
EFTA00316350.PDF	xxxx	—	...Y K GROFF Deposits account number XXXXXX3159 transwatm XXXXXXXXX Your leder/ babble woos tie period We $1.538.46 amount 1...	Eva Dubin	100%	length
EFTA00316350.PDF	xxxx	—	...t aurae '• • xxxcuiceng' 08/03/2017 transiVABA amount XXXXXXXXX 1208.08 THE tdlIDAIAL 91-0.:UAIEtit HAI: Ail 7.77 7,;)'7...	Eva Dubin	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

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