Paper Citation Record · LEDGER

Catastrophic Failure of LLM Unlearning via Quantization

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2410.16454.

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

pith.paper-citation-record.v1
2410.16454 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 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 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:42:34.376268Z

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

2
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 62224988-fca9-48aa-8b5f-3bfcbe3514f5 · inbound

Capturing the Effects of Quantization on Trojans in Code LLMs cites this paper.

Capturing the Effects of Quantization on Trojans in Code LLMs Catastrophic Failure of LLM Unlearning via Quantization

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:34.376268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 534be952-f9bf-4500-ad44-30d2b727ca4d · inbound

SoK: Machine Unlearning for Large Language Models cites this paper.

SoK: Machine Unlearning for Large Language Models Catastrophic Failure of LLM Unlearning via Quantization

Reference 122

Resolution: unresolved; no resolver link, observed 2026-08-07T04:59:00.594671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 868fca0a-d5a2-4ba7-bdf7-c78b80355a92 · inbound

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

Towards Evaluation for Real-World LLM Unlearning Catastrophic Failure of LLM Unlearning via Quantization

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T05:48:02.907156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22f59a24-4200-4a1b-a07c-d68e735f1dd1 · inbound

Module-Aware Parameter-Efficient Machine Unlearning on Transformers cites this paper.

Module-Aware Parameter-Efficient Machine Unlearning on Transformers Catastrophic Failure of LLM Unlearning via Quantization

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-05T17:06:15.438718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation beaf2886-ff61-4ecf-9d16-284ac5c2c3e8 · inbound

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

Downgrade to Upgrade: Optimizer Simplification Enhances Robustness in LLM Unlearning Catastrophic Failure of LLM Unlearning via Quantization

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T10:46:17.131995Z

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 75dd90fa-3e5a-47e5-ba18-f99d1a29cc4d · inbound

From Signal Degradation to Computation Collapse: Uncovering the Two Failure Modes of LLM Quantization cites this paper.

From Signal Degradation to Computation Collapse: Uncovering the Two Failure Modes of LLM Quantization Catastrophic Failure of LLM Unlearning via Quantization

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-10T02:38:17.199107Z

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 71b68ff1-c6ba-4eb8-a651-039ea8dd8202 · inbound

DurableUn: Quantization-Induced Recovery Attacks in Machine Unlearning cites this paper.

DurableUn: Quantization-Induced Recovery Attacks in Machine Unlearning Catastrophic Failure of LLM Unlearning via Quantization

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T06:10:41.906298Z

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 e6e2585f-296d-4138-a236-f332b5649b96 · inbound

DurableUn: Quantization-Induced Recovery Attacks in Machine Unlearning cites this paper.

DurableUn: Quantization-Induced Recovery Attacks in Machine Unlearning Catastrophic Failure of LLM Unlearning via Quantization

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T01:50:51.162660Z

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 44012f56-cebb-4540-bfc5-2898c3b09e46 · inbound

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering cites this paper.

Chain of Risk: Safety Failures in Large Reasoning Models and Mitigation via Adaptive Multi-Principle Steering Catastrophic Failure of LLM Unlearning via Quantization

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:31:08.599343Z

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 27d4402c-8103-4184-b522-968a6aa191a2 · inbound

DataDignity: Training Data Attribution for Large Language Models cites this paper.

DataDignity: Training Data Attribution for Large Language Models Catastrophic Failure of LLM Unlearning via Quantization

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:26:10.379839Z

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 e59112f6-3301-400a-b762-af6caa69c6e0 · inbound

Inference-Time Machine Unlearning via Gated Activation Redirection cites this paper.

Inference-Time Machine Unlearning via Gated Activation Redirection Catastrophic Failure of LLM Unlearning via Quantization

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:59:27.265089Z

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 0e910a70-5d80-4f12-8a29-c1ec790c3ae9 · inbound

Inference-Time Machine Unlearning via Gated Activation Redirection cites this paper.

Inference-Time Machine Unlearning via Gated Activation Redirection Catastrophic Failure of LLM Unlearning via Quantization

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-20T21:59:06.019512Z

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 d0f3cb5c-030f-4c57-8d71-d75911c7ec05 · inbound

Knowledge Beyond Language: Bridging the Gap in Multilingual Machine Unlearning Evaluation cites this paper.

Knowledge Beyond Language: Bridging the Gap in Multilingual Machine Unlearning Evaluation Catastrophic Failure of LLM Unlearning via Quantization

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:13:30.039053Z

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 95680328-22f7-4580-9daf-4db30e584b70 · inbound

One Modality to Forget Them All: Enhancing Cross-Modal Unlearning in Vision-Language Models cites this paper.

One Modality to Forget Them All: Enhancing Cross-Modal Unlearning in Vision-Language Models Catastrophic Failure of LLM Unlearning via Quantization

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T21:01:07.369809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54b9eacb-6ae6-4566-b8d2-9f66742b6eaa · inbound

Bits and Memories: Measuring Verbatim Extraction Across LLM Quantization cites this paper.

Bits and Memories: Measuring Verbatim Extraction Across LLM Quantization Catastrophic Failure of LLM Unlearning via Quantization

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T02:28:36.760419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.