Paper Citation Record · LEDGER

Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2410.22108.

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

pith.paper-citation-record.v1
2410.22108 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:39:44.226966Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-11T00:27:50.759170Z

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 2a0f140c-b934-4d01-b334-1c9a12e40cc7 · inbound

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning cites this paper.

Towards Benign Memory Forgetting for Selective Multimodal Large Language Model Unlearning Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T20:24:21.205703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dc6f092-aa4e-443a-a044-ffc6840f108a · inbound

Vision Language Model Helps Private Information De-Identification in Vision Data cites this paper.

Vision Language Model Helps Private Information De-Identification in Vision Data Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench

Reference 80

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T01:27:31.526860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 87607cb1-e1a3-41f0-9e92-83bd9bedc977 · inbound

POPS: Recovering Unlearned Multi-Modality Knowledge in MLLMs with Prompt-Optimized Parameter Shaking cites this paper.

POPS: Recovering Unlearned Multi-Modality Knowledge in MLLMs with Prompt-Optimized Parameter Shaking Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench

Reference 9

Resolution: metadata mismatch; local_arxiv, observed 2026-07-11T00:27:50.783307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cb0c222e-7d03-4258-a419-39c7e08a4b68 · inbound

Understanding Machine Unlearning Through the Lens of Mode Connectivity cites this paper.

Understanding Machine Unlearning Through the Lens of Mode Connectivity Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench

Reference 46

Resolution: unresolved; no resolver link, observed 2026-07-31T23:27:27.848425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7c521ea-cf94-4679-94c0-53685d53116a · inbound

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models cites this paper.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T00:39:44.226966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.