Paper Citation Record · LEDGER

Unlearning or Obfuscating? Jogging the Memory of Unlearned LLMs via Benign Relearning

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2406.13356.

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

pith.paper-citation-record.v1
2406.13356 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:47:14.583928Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T10:46:16.915439Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
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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 dc493bc5-2317-4dde-ac82-5041485f5181 · inbound

Open Problems in Machine Unlearning for AI Safety cites this paper.

Open Problems in Machine Unlearning for AI Safety Unlearning or Obfuscating? Jogging the Memory of Unlearned LLMs via Benign Relearning

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:10.168819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 383003c9-9871-4388-85bf-3a80bc390624 · inbound

Position: Adversarial ML for LLMs Is Not Making Any Progress cites this paper.

Position: Adversarial ML for LLMs Is Not Making Any Progress Unlearning or Obfuscating? Jogging the Memory of Unlearned LLMs via Benign Relearning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-09T12:47:21.685313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c267204e-d9f5-4a06-a2ef-70836602af39 · inbound

Model Tampering Attacks Enable More Rigorous Evaluations of LLM Capabilities cites this paper.

Model Tampering Attacks Enable More Rigorous Evaluations of LLM Capabilities Unlearning or Obfuscating? Jogging the Memory of Unlearned LLMs via Benign Relearning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-09T14:47:15.135860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d09ef9e6-89cb-4a54-b129-dce1425d6704 · 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 Unlearning or Obfuscating? Jogging the Memory of Unlearned LLMs via Benign Relearning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T19:40:31.563392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 485c88b7-155e-4942-bd14-ab77ccebbffb · inbound

Existing Large Language Model Unlearning Evaluations Are Inconclusive cites this paper.

Existing Large Language Model Unlearning Evaluations Are Inconclusive Unlearning or Obfuscating? Jogging the Memory of Unlearned LLMs via Benign Relearning

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:55.709463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b8d6f30-4f26-4db6-aaab-f247156245e1 · 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 Unlearning or Obfuscating? Jogging the Memory of Unlearned LLMs via Benign Relearning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T00:56:31.546933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf02db72-d3c4-4723-b18d-1b286a5390c2 · inbound

Reminiscence Attack on Residuals: Exploiting Approximate Machine Unlearning for Privacy cites this paper.

Reminiscence Attack on Residuals: Exploiting Approximate Machine Unlearning for Privacy Unlearning or Obfuscating? Jogging the Memory of Unlearned LLMs via Benign Relearning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:14.583928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 953de8b7-c633-420b-adbb-3e320365b80a · inbound

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

Towards Evaluation for Real-World LLM Unlearning Unlearning or Obfuscating? Jogging the Memory of Unlearned LLMs via Benign Relearning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T05:48:02.579035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cfb1220-3c22-46bc-9100-e5aaeec4c6f7 · inbound

Downgrade to Upgrade: Optimizer Simplification Enhances Robustness in LLM Unlearning cites this paper.

Downgrade to Upgrade: Optimizer Simplification Enhances Robustness in LLM Unlearning Unlearning or Obfuscating? Jogging the Memory of Unlearned LLMs via Benign Relearning

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-18T10:46:16.919117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3a3b2ede-3861-4d43-be44-73f2e44606c1 · inbound

Anatomy of Unlearning: The Dual Impact of Fact Salience and Model Fine-Tuning cites this paper.

Anatomy of Unlearning: The Dual Impact of Fact Salience and Model Fine-Tuning Unlearning or Obfuscating? Jogging the Memory of Unlearned LLMs via Benign Relearning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T21:38:00.813433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 535f61ff-3636-46a6-8f3d-32274d53a160 · inbound

You Don't Need All That Attention: Surgical Memorization Mitigation in Text-to-Image Diffusion Models cites this paper.

You Don't Need All That Attention: Surgical Memorization Mitigation in Text-to-Image Diffusion Models Unlearning or Obfuscating? Jogging the Memory of Unlearned LLMs via Benign Relearning

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-02T21:27:19.216947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b84b676-b507-4d09-b659-38b283705b9c · inbound

Is your algorithm unlearning or untraining? cites this paper.

Is your algorithm unlearning or untraining? Unlearning or Obfuscating? Jogging the Memory of Unlearned LLMs via Benign Relearning

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:30:59.236692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ee87010a-a3f1-4cb0-aa74-062161a1e720 · inbound

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

Representation-Guided Parameter-Efficient LLM Unlearning Unlearning or Obfuscating? Jogging the Memory of Unlearned LLMs via Benign Relearning

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T06:06:19.204324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6c353c03-ebcf-4f46-8be9-ffeb854a99fe · inbound

PrivUn: Unveiling Latent Ripple Effects and Shallow Forgetting in Privacy Unlearning cites this paper.

PrivUn: Unveiling Latent Ripple Effects and Shallow Forgetting in Privacy Unlearning Unlearning or Obfuscating? Jogging the Memory of Unlearned LLMs via Benign Relearning

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T14:21:05.234466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8c7e615f-880f-4adb-8b5f-b9f12509e9bc · inbound

Probe-Geometry Alignment: Erasing the Cross-Sequence Memorization Signature Below Chance cites this paper.

Probe-Geometry Alignment: Erasing the Cross-Sequence Memorization Signature Below Chance Unlearning or Obfuscating? Jogging the Memory of Unlearned LLMs via Benign Relearning

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-09T05:55:30.142658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8df25547-9d5b-49f4-96cd-d741a9d1d86d · inbound

Stochastic Meta-Unlearning: Bridging Language Backbone and Multimodal Unlearning cites this paper.

Stochastic Meta-Unlearning: Bridging Language Backbone and Multimodal Unlearning Unlearning or Obfuscating? Jogging the Memory of Unlearned LLMs via Benign Relearning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T14:53:52.829085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df8e5822-3d81-4268-957c-24644ff96ea2 · inbound

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

Understanding Machine Unlearning Through the Lens of Mode Connectivity Unlearning or Obfuscating? Jogging the Memory of Unlearned LLMs via Benign Relearning

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-31T23:27:27.003465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a51ba2e-fa2e-46a1-b3a5-4bbd28cf9e6c · inbound

Crossing the Margin Cliff: Toward Relearn-Robust LLM Unlearning via Margin Calibration cites this paper.

Crossing the Margin Cliff: Toward Relearn-Robust LLM Unlearning via Margin Calibration Unlearning or Obfuscating? Jogging the Memory of Unlearned LLMs via Benign Relearning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T00:35:49.909041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 259798d1-e042-41c7-89e6-30f43cf8591b · inbound

GROM: Gradient-Free Rapid One-Shot Machine Unlearning cites this paper.

GROM: Gradient-Free Rapid One-Shot Machine Unlearning Unlearning or Obfuscating? Jogging the Memory of Unlearned LLMs via Benign Relearning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T23:36:41.635949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.