Pith. sign in

Paper Citation Record · LEDGER

Text Revealer: Private Text Reconstruction via Model Inversion Attacks against Transformers

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2209.10505.

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

pith.paper-citation-record.v1
2209.10505 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T21:58:42.675853Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T01:27:30.944229Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation c970b14a-4862-4f1f-b236-5a9ed6c999f8 · inbound

Deep Learning Model Inversion Attacks and Defenses: A Comprehensive Survey cites this paper.

Deep Learning Model Inversion Attacks and Defenses: A Comprehensive Survey Text Revealer: Private Text Reconstruction via Model Inversion Attacks against Transformers

Reference 179

Resolution
unresolved
no resolver link, observed 2026-08-09T21:58:42.675853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T21:58:42.675853Z digest=sha256:cb99d4174e51ac018e56475ecb8480fa1090d7f9236f70866b6b43ea608f4b9e

Observation a02b21a1-d472-4fef-8700-dc212d5c3a6e · inbound

SoK: The Privacy Paradox of Large Language Models: Advancements, Privacy Risks, and Mitigation cites this paper.

SoK: The Privacy Paradox of Large Language Models: Advancements, Privacy Risks, and Mitigation Text Revealer: Private Text Reconstruction via Model Inversion Attacks against Transformers

Reference 152

Resolution
unresolved
no resolver link, observed 2026-08-07T00:46:10.530859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:46:10.530859Z digest=sha256:794f7a994c5601196e63a5a2068ce20ab815e1cd49bcdef4e15a99633ecdd2dd

Observation c959318c-2c94-485b-b91c-e0b754d77164 · inbound

A Survey on Model Extraction Attacks and Defenses for Large Language Models cites this paper.

A Survey on Model Extraction Attacks and Defenses for Large Language Models Text Revealer: Private Text Reconstruction via Model Inversion Attacks against Transformers

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-06T22:23:15.086759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:23:15.086759Z digest=sha256:cf3e50f176c599ca153170fab9448c6315458bc65a7a34d45dd07eee15e766f7

Observation 5224b3fa-d0ae-4942-ac78-7cb0d497e35b · inbound

Securing AI Systems: A Guide to Known Attacks and Impacts cites this paper.

Securing AI Systems: A Guide to Known Attacks and Impacts Text Revealer: Private Text Reconstruction via Model Inversion Attacks against Transformers

Reference 101

Resolution
unresolved
no resolver link, observed 2026-08-06T21:50:30.552161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:50:30.552161Z digest=sha256:21415e747de6f6a5865709e81c1dce5b452cd44dd8c2cf913e11c71a6e89982f

Observation 67ce31da-b13e-4a22-b4b1-800a79d0dda1 · inbound

A Systematic Survey of Model Extraction Attacks and Defenses: State-of-the-Art and Perspectives cites this paper.

A Systematic Survey of Model Extraction Attacks and Defenses: State-of-the-Art and Perspectives Text Revealer: Private Text Reconstruction via Model Inversion Attacks against Transformers

Reference 255

Resolution
unresolved
no resolver link, observed 2026-08-05T18:12:38.361884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:12:38.361884Z digest=sha256:93b9ca5b7953889c4b81cde35b837283bae0fed0dfa82be4e5ed378531da53e8

Observation 2a154b8b-57bc-4a5f-a533-2cb4e6922b9f · inbound

Model Inversion meets Cryptographic Fuzzy Extractors cites this paper.

Model Inversion meets Cryptographic Fuzzy Extractors Text Revealer: Private Text Reconstruction via Model Inversion Attacks against Transformers

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-04T07:32:53.600706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:32:53.600706Z digest=sha256:9d330e4961d6e9da72a50cf9f49cee16e145a72c4789ffcfb1bcb8aefbe875d1

Observation ece35211-75b2-4beb-a3bd-650a4e78720a · inbound

Beyond Homophily: Towards Generalized Graph Reconstruction Attack and Defense cites this paper.

Beyond Homophily: Towards Generalized Graph Reconstruction Attack and Defense Text Revealer: Private Text Reconstruction via Model Inversion Attacks against Transformers

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-07-02T20:57:23.420727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-27T20:01:09.550423Z digest=sha256:a10a934ae7ed54f2d6f613292b787bed0c01ef4b8882391a3063c8f20b90af27

Observation b2f658b9-86c7-4533-84e5-9d6aac6e7ee1 · inbound

Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges cites this paper.

Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges Text Revealer: Private Text Reconstruction via Model Inversion Attacks against Transformers

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-07-03T01:27:30.946296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-27T16:33:28.848573Z digest=sha256:b85f9952bd64189d49574947b4376978f9a0f4a87836f85e1cd6422d25122f9a

Observation 02d45801-cac2-4a28-b676-337714cc26d7 · inbound

Efficient and Privacy Aware Edge Cloud Collaborative Inference for Large Language Models cites this paper.

Efficient and Privacy Aware Edge Cloud Collaborative Inference for Large Language Models Text Revealer: Private Text Reconstruction via Model Inversion Attacks against Transformers

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-02T06:42:19.309412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:42:19.309412Z digest=sha256:6747250c5eacedaabbf7470f36e0c48f5b165fd4c6d4582940c98f2a7b697da4