Paper Citation Record · LEDGER

Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of Privacy

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:2403.01218.

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

pith.paper-citation-record.v1
2403.01218 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 16 of 16 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 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:08:49.488893Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 3afa6197-83cb-426f-b11c-9082de27da4b · inbound

Provable unlearning in topic modeling and downstream tasks cites this paper.

Provable unlearning in topic modeling and downstream tasks Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of Privacy

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T17:31:06.698339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54cf8356-e70c-476f-99a7-1c3da55c11e4 · inbound

Improved Localized Machine Unlearning Through the Lens of Memorization cites this paper.

Improved Localized Machine Unlearning Through the Lens of Memorization Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of Privacy

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T23:31:33.299914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10b4e1f8-294d-41a3-9d4f-855878e40833 · inbound

Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning cites this paper.

Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of Privacy

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T17:49:46.300764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a456561-9e8f-4b22-be48-b0ed851b1590 · inbound

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

Open Problems in Machine Unlearning for AI Safety Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of Privacy

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-10T21:24:10.136812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51734bf1-74c9-4d4a-a829-ef0e1b27a97a · inbound

Privacy-Aware Lifelong Learning cites this paper.

Privacy-Aware Lifelong Learning Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of Privacy

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:49.488893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09296905-7f77-473c-afd8-ed639170dc26 · inbound

PANORAMA: A synthetic PII-laced dataset for studying sensitive data memorization in LLMs cites this paper.

PANORAMA: A synthetic PII-laced dataset for studying sensitive data memorization in LLMs Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of Privacy

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T20:42:27.735672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a0d760c-6bb4-4caa-a031-24d1afbfcd25 · inbound

Leveraging Per-Instance Privacy for Machine Unlearning cites this paper.

Leveraging Per-Instance Privacy for Machine Unlearning Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of Privacy

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:49.140311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1ed3a60-a893-4ac0-a82c-a8a37837d875 · inbound

System-Aware Unlearning Algorithms: Use Lesser, Forget Faster cites this paper.

System-Aware Unlearning Algorithms: Use Lesser, Forget Faster Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of Privacy

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T06:14:43.918350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c69d530-14a6-447e-abf7-5c5bcaba969e · inbound

Towards Reliable Forgetting: A Survey on Machine Unlearning Verification cites this paper.

Towards Reliable Forgetting: A Survey on Machine Unlearning Verification Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of Privacy

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-19T09:37:14.137667Z

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.

Observation d8c176b3-fc97-43f9-bc42-912bc6db502c · inbound

On the Necessity of Output Distribution Reweighting for Effective Class Unlearning cites this paper.

On the Necessity of Output Distribution Reweighting for Effective Class Unlearning Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of Privacy

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-06T22:45:49.309697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e857a40b-0dde-4bd4-84b9-806574db8f47 · inbound

Is your algorithm unlearning or untraining? cites this paper.

Is your algorithm unlearning or untraining? Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of Privacy

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:30:59.245653Z

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.

Observation 034448fe-aec8-4bad-931e-e10e9affba8c · inbound

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

Representation-Guided Parameter-Efficient LLM Unlearning Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of Privacy

Reference 160

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T06:06:19.231008Z

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.

Observation 2c380a94-11a3-4fd3-9692-b2c656a9db2a · inbound

Revisiting Privacy Leakage in Machine Unlearning: Membership Inference Beyond the Forgotten Set cites this paper.

Revisiting Privacy Leakage in Machine Unlearning: Membership Inference Beyond the Forgotten Set Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of Privacy

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:11:08.562236Z

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.

Observation d53c8906-d34c-486a-bdf3-3b0d36b57efb · inbound

Revisiting Privacy Leakage in Machine Unlearning: Membership Inference Beyond the Forgotten Set cites this paper.

Revisiting Privacy Leakage in Machine Unlearning: Membership Inference Beyond the Forgotten Set Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of Privacy

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-01T07:35:28.963850Z

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.

Observation db3e31f5-8cf9-4fcc-8d95-1febb5eb4a0d · inbound

Unlearning with Asymmetric Sources: Improved Unlearning-Utility Trade-off with Public Data cites this paper.

Unlearning with Asymmetric Sources: Improved Unlearning-Utility Trade-off with Public Data Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of Privacy

Reference 159

Resolution: verified exact; arxiv_id, observed 2026-05-13T05:57:21.773060Z

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.

Observation ff2c1f8e-febd-4eaa-9d22-1162a397a426 · inbound

Gradient Concentration, Not Weight Saliency, Explains Representation-Level Class Unlearning cites this paper.

Gradient Concentration, Not Weight Saliency, Explains Representation-Level Class Unlearning Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of Privacy

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T07:47:11.473093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.