Paper Citation Record · LEDGER

DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2310.20138.

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

pith.paper-citation-record.v1
2310.20138 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T19:40:31.614403Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T00:07:28.412213Z

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 27076dde-4d45-476e-844e-eb1d5513aef3 · inbound

Towards LLM Unlearning Resilient to Relearning Attacks: A Sharpness-Aware Minimization Perspective and Beyond cites this paper.

Towards LLM Unlearning Resilient to Relearning Attacks: A Sharpness-Aware Minimization Perspective and Beyond DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T19:40:31.614403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8f92201-9df0-41e5-b5c7-682ff5e2ce5a · inbound

Unlearning Isn't Invisible: Detecting Unlearning Traces in LLMs from Model Outputs cites this paper.

Unlearning Isn't Invisible: Detecting Unlearning Traces in LLMs from Model Outputs DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T00:29:38.330222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0eeba5d-c419-48ce-8f02-52dd2272fcce · inbound

Step-by-Step Reasoning Attack: Revealing 'Erased' Knowledge in Large Language Models cites this paper.

Step-by-Step Reasoning Attack: Revealing 'Erased' Knowledge in Large Language Models DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-07T00:56:31.617645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc137143-2c23-456c-9ae8-5d7827c67742 · inbound

Towards Evaluation for Real-World LLM Unlearning cites this paper.

Towards Evaluation for Real-World LLM Unlearning DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T05:48:02.882817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09048e02-1005-45fd-84dd-c693601b0c3f · inbound

Invisible Watermarks, Visible Gains: Steering Machine Unlearning with Bi-Level Watermarking Design cites this paper.

Invisible Watermarks, Visible Gains: Steering Machine Unlearning with Bi-Level Watermarking Design DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-05T21:01:26.875758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab763c55-6373-4ee0-a0ec-7493f909c78e · inbound

Distribution Preference Optimization: A Fine-grained Perspective for LLM Unlearning cites this paper.

Distribution Preference Optimization: A Fine-grained Perspective for LLM Unlearning DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T11:27:20.743364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cd2bdc8-f9cb-42e5-a7a1-84689614f651 · inbound

Representation-Guided Parameter-Efficient LLM Unlearning cites this paper.

Representation-Guided Parameter-Efficient LLM Unlearning DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:06:19.233311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cca60381-997d-4523-ba01-5919f57839cf · inbound

Safe-RULE: Safe Reinforcement UnLEarning cites this paper.

Safe-RULE: Safe Reinforcement UnLEarning DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:07:28.413786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.