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Paper Citation Record · LEDGER

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems

As of 20 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 0 inbound Pith citation observations for arXiv:2506.07605.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.07605 v3

Coverage vector

measured 73 of 73 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:38:41.518404Z

measured 73 of 73 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

73 of 73 outbound references displayed

  • verified exact10
  • verified fuzzy4
  • unresolved46
  • parse uncertain0
  • malformed identifier10
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e03359a6-0c00-4114-9ab0-1bc0565721db · outbound

This paper cites Fouad, Doaa L.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Fouad, Doaa L

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:38:49.323356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:34.680524Z digest=sha256:80f5d854fb591fa409060bcdcbf9ee75c0ca8ca20b5a71d068c33746434652ae

Observation 0837e08f-8813-40e2-ba8d-da3fbc423745 · outbound

This paper cites Selcuk Uluagac, and Mauro Conti.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Selcuk Uluagac, and Mauro Conti

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:34.782393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:34.782393Z digest=sha256:a996d1b51c7efd40c2fba2eb6c21081a30c556d6d28b455ec6fcf6950b804611

Observation cc666f83-a23f-40d2-924e-baeb40f86219 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:38:49.023753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:34.843985Z digest=sha256:23facadd67e9afd119131a0c43b8a9333d06b4644e4b0f00983b57b9c2dadbf3

Observation 650bf747-d0e9-4b70-9361-a61402e80aa6 · outbound

This paper cites Flower: A Friendly Federated Learning Research Framework.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Flower: A Friendly Federated Learning Research Framework

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:34.992989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:34.992989Z digest=sha256:68ff0a4f83b3864b2f432322254fc910caa6440ee368933596cf8562115309f8

Observation 939334b5-a748-4a83-a61d-c1cb10ddb12a · outbound

This paper cites Bren- dan McMahan, Sarvar Patel, Daniel Ramage, Aaron Segal, and Karn Seth.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Bren- dan McMahan, Sarvar Patel, Daniel Ramage, Aaron Segal, and Karn Seth

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:35.071824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:35.071824Z digest=sha256:e31c7a88c1b7b68b2c53e6fd33d6a5f33cb6c89e39690f02f93ab578bebe7ee0

Observation 6967f229-5823-4f9b-a9f0-2f4298c3ca79 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:35.255418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:35.255418Z digest=sha256:be296ce3dfecdc7e29bf49a6890937331907964d19846fc32d6f4069b6825ad6

Observation 7a0dac75-63d9-44bd-a874-7e0551e95d83 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:38:48.831403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:35.323826Z digest=sha256:8414522384b19704c56b9ea63af06de0bceabc66aded777acd0c033097fe97c6

Observation b58b6ba5-c1da-481b-94f9-9f6b93201d58 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 8

Resolution
verified exact
doi, observed 2026-08-07T05:38:43.591046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:35.419054Z digest=sha256:87d01d69625a599d34b3179c2a66b78c0299aea2328aada8746be23f2f53300e

Observation f97280b1-7ff4-4bc3-be19-3f7176b8d480 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:35.499825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:35.499825Z digest=sha256:756995148f01c340d70c2c443ffd37cfa2859261c9d0113b004fcbe55470f18a

Observation 1db84062-60ca-4b20-a8e0-852b5f064bf3 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:35.541664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:35.541664Z digest=sha256:1c905d059f81e2de5442f2f36777562fcd3786e75fe8430527f3da9ecea17e24

Observation fea5c753-4286-4d11-91ae-ba8ee6b9ba25 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:38:48.547955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:35.663292Z digest=sha256:7e8b28dc5f9da9e3320419a4053179d6ffbce9a873a3428ef9ecf774e6626332

Observation 9713dc1b-c9a7-4e65-8b38-bb126de9cf2b · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:35.756939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:35.756939Z digest=sha256:57b6712552e8e85f2bc03f54d49e602898715286adadacaeb4ca5fc9a8788358

Observation d42dc6c2-8121-4452-be89-afc13c68d2dd · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 13

Resolution
malformed identifier
no resolver link, observed 2026-08-07T05:38:35.841354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:35.841354Z digest=sha256:5e370d7c817d8e864c0ce22840fa3a17b1688e0d9b0e47c9727bc9b06cd1dc98

Observation 27cce4b1-b2c3-4017-a34f-46f5707391d2 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:38:48.332491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:35.884245Z digest=sha256:fc89b3f3a22048893b832ea7ae61fece721bbbc646ed56270cd7a969e8aab38b

Observation 417e5070-4ac4-40ca-9564-9a5c8e58889e · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:35.964874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:35.964874Z digest=sha256:e44017d499e29114734048adf73ce3feb196fd64ce19a8e5423cfa2b8862d605

Observation 5f5f0439-bcf9-447c-aebb-a487644b0785 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 16

Resolution
verified exact
doi, observed 2026-08-07T05:38:43.393833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:36.055429Z digest=sha256:7d11628c11bddc44a80bb55c43948a6fdddcfc8db4b0b71829bd6f97bf43ef2f

Observation f5252c38-7b03-4b7a-96b3-dd5c8f172c15 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:36.126574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:36.126574Z digest=sha256:5a7e3dab6ff502c645d59d68d24d65f7aaee3d259f4317a4560eafbbd680f5b8

Observation 7e7fec91-c82a-497e-a3ee-912611a8c758 · outbound

This paper cites An Overview of Federated Deep Learning Privacy Attacks and Defensive Strategies.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems An Overview of Federated Deep Learning Privacy Attacks and Defensive Strategies

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:36.204486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:36.204486Z digest=sha256:471190a340c229fe76c6b117654de1c4d3888bc75d25bdcd053797067fa18491

Observation 20d41c6f-780d-4f53-8783-617e6efa7471 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:38:48.074564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:36.325036Z digest=sha256:6cdbabef4ddf0f1d75193950db60f489ef8106aa3b572a83fe1ece96e4179c7f

Observation 347c9bf9-1000-4d2a-9c73-244413eda5bd · outbound

This paper cites Friedman.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Friedman

Reference 20

Resolution
malformed identifier
no resolver link, observed 2026-08-07T05:38:36.471911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:36.471911Z digest=sha256:e9b86eca4a7fa220cac6c082be6750a9fe1401a32edc6576db22834369f0719b

Observation 5f35752a-fcb4-46ae-b864-4f0ce59a57f2 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:36.531319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:36.531319Z digest=sha256:db418badb86aa02552c4eb54db4e3ebe0de58f22aa371e5d307e89608edcdeb0

Observation 8d9f5a11-01c0-4d10-80f7-5173b883a034 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:36.601693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:36.601693Z digest=sha256:1150c439b4f65c22be36ecdae6b461dc1fd480325825cd8fedefa7ee705a881f

Observation 18625a9a-10e8-4f33-88c2-7c6040171b18 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 23

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T05:38:47.769108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:36.672874Z digest=sha256:e74666c56ab30d9a478e493a3a5f4f418da020be2ad4b75014b16431013a91a5

Observation b5a9b9fd-a6ad-4cbc-8ade-e48bdb00c364 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 24

Resolution
malformed identifier
doi_truncated, observed 2026-08-07T05:38:43.147215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:36.751615Z digest=sha256:6441795d35ae3e8760226f1cb01342d1c8d3fa568d4c560fa890796216a788da

Observation eac5bc9e-75de-45e9-89cb-bf5743d4c519 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 25

Resolution
verified exact
doi, observed 2026-08-07T05:38:42.871581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:36.841411Z digest=sha256:4d5324a779ead4082fed99fd0e15ecd0c962a4476538085736526147a4665844

Observation 4e000b30-0a91-496e-82d8-3a1b12c8fc4c · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:36.915244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:36.915244Z digest=sha256:a980a70ab67d2eb1dfff9d383cdf30960dd63e2b5d58fe96a629f6c77b6870cb

Observation 76b9f85b-9fb4-4b60-a6ba-31876b5f0d9b · outbound

This paper cites Differential Privacy and Machine Learning: a Survey and Review.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Differential Privacy and Machine Learning: a Survey and Review

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:37.019915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:37.019915Z digest=sha256:68fbfa09ed381c9d2d199288688f5f7f7976d5ad60c4dd9a2bd9790d19930b50

Observation aa1099b8-396d-4cb5-a783-cbd657834bb3 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 28

Resolution
malformed identifier
no resolver link, observed 2026-08-07T05:38:37.091820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:37.091820Z digest=sha256:2d1ff30113043fd6a25ee3dee6cf0db5e51ea302dd70fbedd1df0d24328f7eba

Observation dba3a711-7006-4636-a346-da75364722e0 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 29

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T05:38:45.554301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:37.178735Z digest=sha256:78624c43d1ef8e6cb348c01c0fddfe03066841e029f49ef7c8522969da154c30

Observation 7ebab721-bce4-4a22-bdb6-b59a61538795 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 30

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T05:38:45.296621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:37.266034Z digest=sha256:df170c665a8ebf52698f63cc7eda602e01ebf12781be2304b280cb178f2ae55f

Observation e66efc75-ffe4-48c9-a681-abc99cbf91e0 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:38:47.628730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:37.342243Z digest=sha256:0a67f5724086f3335f67129ee130447c1fa271b4671a20ffbd4b2f19a830096f

Observation ed231754-3254-40ac-be17-a0627c12e788 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 32

Resolution
verified exact
doi, observed 2026-08-07T05:38:42.672441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:37.507786Z digest=sha256:98edcb31417ad58a9f38e22aa7dd260afa6fc60d30c62ae7cfa0318f0ed2764b

Observation b3f9b7ec-1981-4f83-ad07-9382d13ceb24 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:38:47.484908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:37.596733Z digest=sha256:3a0fcc055b60eb06e7233835195835372592b240ca12611eddf95d249a3ce588

Observation 48f055ab-2931-472c-997a-4744f0940a6f · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 34

Resolution
verified exact
doi, observed 2026-08-07T05:38:42.490751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:37.652799Z digest=sha256:4ef635cd13969c2307020a5b2e7cfc70c8a28e59b118ae36588d5c37b635177b

Observation d7c8417c-96ba-4343-b15e-62caeba5bc62 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 35

Resolution
verified exact
doi, observed 2026-08-07T05:38:42.258710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:37.767574Z digest=sha256:d676541e56e834dac468af2a4d6ac3d5a4969d14570d9547df4b035bb9520bcc

Observation cfdde98d-d8a7-44af-8001-1943b4c3f3ce · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 36

Resolution
verified exact
doi, observed 2026-08-07T05:38:42.021714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:37.851786Z digest=sha256:f22bdc816f860c842f967d9533f5b8913c58e3bbe816a9577930a92d7f1286ab

Observation e0ecda6a-0b5d-42a1-9f49-911c644f634a · outbound

This paper cites H Deng, and Kui Ren.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems H Deng, and Kui Ren

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:37.921251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:37.921251Z digest=sha256:52f84d39f5b79fdf8add5cb2e8e6792ddfd4cf661f101ec432d55f62414ff7dc

Observation 331f730f-6e43-488d-9593-992a06b1cb7b · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:38.038213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:38.038213Z digest=sha256:735f7f6d5ce478d498e71c37eac59121921daf03a972476833cad8438a63e20d

Observation 4bbd0a8a-76d8-4e9d-b6fb-a53e0a2fa8e2 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:38.162764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:38.162764Z digest=sha256:ea139863a1b34750d93ecc9cc5fcd2872bf23916575bdea969cedde1ffe290a7

Observation f4ecd257-a666-428c-8ca5-f2df3cfa9837 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:38.278435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:38.278435Z digest=sha256:eb6199904d1bf242ce40804be854bb7c162020a0a37c0663789049d365e7ceca

Observation c6a8dd9d-4d86-4d4a-8177-3e7e23c1b989 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:38:47.287925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:38.413308Z digest=sha256:06a3eb03dbbcff8580173dccc700febcecb98ed39d210fe50674a1bea0abdc9f

Observation 10dc062d-5be9-429c-ab40-ea05a88d14c8 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:38.607458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:38.607458Z digest=sha256:fe5d0d06589ac428f3ce60a06f1229f0f400dbb5a00e9d5d7a27d1cc58091a81

Observation 17fe65a4-fa68-4448-8d87-d1eba9a27432 · outbound

This paper cites Murdoch and Allan S.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Murdoch and Allan S

Reference 43

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T05:38:47.116712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:38.755483Z digest=sha256:0b13c298df1ae37603c392ab53586a9c536449eca452f9f8bc5067d660f142f7

Observation b1903eab-bc8c-4f4e-94cf-02c3b0190ff9 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:38.908066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:38.908066Z digest=sha256:71bdb54b647b8155b657b0a85b2e667ec07af7c32c950d31d25e68d41186809d

Observation 06e20d30-a640-4177-974f-3b9ea5e5f7cf · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:38:46.991851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:39.020897Z digest=sha256:e5acb55726a60301a9fb6809ce209b9293dfcd0f1b4ed0b253e0fefed540e2a7

Observation dfd426fa-4415-496d-8802-c944298bd347 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:39.135535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:39.135535Z digest=sha256:358cae1285b6c56e5550c7b8f0796b566643aaff4c55fa4740f55add9139890f

Observation 9cc975a6-77d8-4ec0-9298-1b765e7e9f0d · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:39.270971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:39.270971Z digest=sha256:0aebbbe55e2701d806bd9d96ee2136c54ee659911c5e1b96756b2eb65cce78ed

Observation 86837bfc-f495-43ce-9759-08711a0b878f · outbound

This paper cites NVIDIA FLARE: Federated Learning from Simulation to Real-World.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems NVIDIA FLARE: Federated Learning from Simulation to Real-World

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:39.414041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:39.414041Z digest=sha256:26332edb6dc6c03351ab67f8ede37c3a5ea26769b9d0bf8ed1a27c6d4b19a546

Observation 7dead11e-6298-42ee-ade7-628c0607c2aa · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 49

Resolution
verified exact
raw_fallback, observed 2026-08-07T05:38:44.762480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:39.567628Z digest=sha256:302b3011c280b6c37317ab15cf7377216f0366bb8c51af0b45737a4ac83b217d

Observation 084f590f-4024-489a-9b32-98006f641048 · outbound

This paper cites Sinharay.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Sinharay

Reference 50

Resolution
malformed identifier
doi_truncated, observed 2026-08-07T05:38:41.824700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:39.817470Z digest=sha256:820d87eed28eb7d2534c8df991d32d00b77fef87d9c8e2e5cc32e3bae769404f

Observation b14bd652-d1ab-45b6-b8d4-61f88254c6ce · outbound

This paper cites Brendan McMahan.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Brendan McMahan

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:38:46.808255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:39.963951Z digest=sha256:3200bed1f0709f7ecf865788fa66654b2dab52a75f97c0da13d21ab82891b33d

Observation 4c2ae6b6-f370-48fb-9de9-db053879dd3c · outbound

This paper cites Eliminating Label Leakage in Tree-Based Vertical Federated Learning.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Eliminating Label Leakage in Tree-Based Vertical Federated Learning

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:40.188070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:40.188070Z digest=sha256:3649f42b5ad2fcb507263e0e8d187fab625f5f18a14e0e146f419579207b273e

Observation 811bc25f-c696-4011-aadf-42c4df9047a6 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:40.256344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:40.256344Z digest=sha256:37dbce09bb1739a9ce38bb2147f0dffea4abf548f6b88167a8a29d01f238b611

Observation f9cc5416-763c-4984-9ab1-9fe56f046eea · outbound

This paper cites Dimitrov, and Martin Vechev.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Dimitrov, and Martin Vechev

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:38:46.708835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:40.353411Z digest=sha256:4d33a8e27520bcb994462a1250a2c5e5f998c167fd9bee75a3a5eb0058fff09f

Observation 8a09a0c5-c2ab-4815-9623-8c75a1636bb5 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:38:46.609815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:40.430638Z digest=sha256:e9fc06d24cbe4c462428851f3dfe1a898f6153a4f66ea8c9b343b5cd35f4ffc9

Observation 3ec6fc78-2519-4a9f-b741-92cd68ebfeba · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 56

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T05:38:46.478992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:40.481430Z digest=sha256:6ac4d92ce7ffa5945bfb70cfdc70f4573b969425291abbd367aa65ec235bf19d

Observation 2a44a93c-5be4-4189-a8ab-995a665f86a1 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 57

Resolution
malformed identifier
no resolver link, observed 2026-08-07T05:38:40.585347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:40.585347Z digest=sha256:a8f43136016ece9c1782febe00e9bd6fe416c9575180720e512f1dd51d680090

Observation 270703d4-42bf-49ba-8d83-f519d6921ec3 · outbound

This paper cites Chen, and Aad Van Moorsel.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Chen, and Aad Van Moorsel

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:40.643562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:40.643562Z digest=sha256:9523ded749ec9e0561be1e7eff71d269e3b84bc2126b78b7d6f9fc3a35d0ba77

Observation fc8fcd55-a169-465c-86ca-10492c7ec10c · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 59

Resolution
malformed identifier
no resolver link, observed 2026-08-07T05:38:40.713145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:40.713145Z digest=sha256:2fef3a357c4ba9f888ebf2719f14fad2530505c49e8df2cd330fc1fb84d777a7

Observation 9c132a0f-0f40-4521-b49e-669170612777 · outbound

This paper cites Chen, and Jeremie Decouchant.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Chen, and Jeremie Decouchant

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:40.790187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:40.790187Z digest=sha256:a1c7ce72aabe273ef9905026abaab26dc01dadb3edc065d7a34480ecd2c5d21b

Observation e2d04cd0-58be-420a-af88-1fb7a4d40f04 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 61

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T05:38:44.254682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:40.892835Z digest=sha256:ca705d90962812f6e5fb5211220ee860afe8bff3edd7f5fd208942c6c338a45b

Observation d0aef37d-8874-45bc-a3c4-fe2527b2cfa2 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 62

Resolution
verified exact
doi, observed 2026-08-07T05:38:41.674673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:40.978590Z digest=sha256:37cfaeacb3a1097f2a3a4214e63bae64371e01994f4eb0a584bd31c9c1362a72

Observation b7bedc48-cc1c-47f3-b6af-922f7e63018e · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:41.056181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:41.056181Z digest=sha256:f024dcc71e73957359a2a6f1e65c3e3fd2379a630626957834049101a33171f0

Observation 3bb0079a-2241-4dcf-9e03-36320d8200e3 · outbound

This paper cites The Tradeoff Between Privacy and Accuracy in Anomaly Detection Using Federated XGBoost.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems The Tradeoff Between Privacy and Accuracy in Anomaly Detection Using Federated XGBoost

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:41.132237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:41.132237Z digest=sha256:eaf228e6b267cc2e083e8752fbef6dc5e6f6eec519db49f3ec601922970becca

Observation 593ca79b-0563-42e1-af57-4df4d00c6fb8 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:38:46.312351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:41.202446Z digest=sha256:de2b647a917977f3db67d22f534a830880c80d858bbd73c75f2d6f39858d0645

Observation 34573fd5-5660-4ca5-b8e6-0525444af994 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:41.336053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:41.336053Z digest=sha256:072127ccedd0169ad431191848c8869eb10ec9bdc546608aa8c484702fc67171

Observation 429dd571-4c5f-4759-b678-ea216dea3191 · outbound

This paper cites Zhao, Atul Sharma, Ahmed Roushdy Elkordy, Yahya H.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Zhao, Atul Sharma, Ahmed Roushdy Elkordy, Yahya H

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:41.433713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:41.433713Z digest=sha256:01367f7e2ceeae105837445d57e95f873d615ce4236dbe1648f3e0b918e88be9

Observation b49a1e74-60ef-4759-b249-4fa8d6670fe2 · outbound

This paper cites path traversal.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems path traversal

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:38:46.060900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:41.518404Z digest=sha256:d9b2707c844cf810b9a5b6d50d97ebc1e8a80f2366e36da51c377fb810fb6f7b

Observation ffda21bf-6762-40c6-874e-dfedc622b1e6 · outbound

This paper cites an unresolved cited work.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Unresolved cited work

Reference 1854

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:38:47.883437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:36.396170Z digest=sha256:05eaea371d45fafc394b2d8c63b13801f0c9e085bc1abd8cbe64c881e6cbd098

Observation 74fe393f-6593-4cc3-8f27-c7e6b3f51162 · outbound

This paper cites Practical Secure Aggregation for Federated Learning on User-Held Data.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Practical Secure Aggregation for Federated Learning on User-Held Data

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:35.152453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:35.152453Z digest=sha256:2de5c173542743f85ea7d20d299e565a41b4f69cc6b3eca36af1afb07f21f3af

Observation 08972455-1330-445e-bf67-91b3af60625f · outbound

This paper cites Can You Really Backdoor Federated Learning?.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Can You Really Backdoor Federated Learning?

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:40.092707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:40.092707Z digest=sha256:244e1a67980caf9f9f6a7cb7fe9c9863a502edfe21fc3adcbcea4e85deaab689

Observation 489451c5-830b-4827-97de-8941612a3aed · outbound

This paper cites In 2021 International Conference on Networking and Network Applications (NaNA).

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems In 2021 International Conference on Networking and Network Applications (NaNA)

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-07T05:38:37.415697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:38:37.415697Z digest=sha256:959a11ac4e2e5496dc12b2d96b0359e426f0ac5e5fc6fdf45b995abb8b923e59

Observation 59f92e6e-579f-4394-bced-a06b168a9b8b · outbound

This paper cites Neural Computing and Applications 36, 11 (April 2024), 6231–6256.

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems Neural Computing and Applications 36, 11 (April 2024), 6231–6256

Reference 2024

Resolution
verified exact
doi, observed 2026-08-07T05:38:43.826296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T05:38:34.727548Z digest=sha256:4ab96daa0797f8c18d78feacf43d8ecb4e3d85959987d7c5685c06056b20a794

Pith citing papers

No inbound Pith citation observations are available.