Paper Citation Record · LEDGER

Multitask Mayhem: Unveiling and Mitigating Safety Gaps in LLMs Fine-tuning

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2409.15361.

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

pith.paper-citation-record.v1
2409.15361 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T18:15:10.933257Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-28T19:32:35.185976Z

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 5c23cc78-7eea-49ca-9fe6-e439d8f52599 · inbound

Variational Model Merging for Pareto Front Estimation in Multitask Finetuning cites this paper.

Variational Model Merging for Pareto Front Estimation in Multitask Finetuning Multitask Mayhem: Unveiling and Mitigating Safety Gaps in LLMs Fine-tuning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T18:15:10.933257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 877c1b2f-c7bc-4df4-9314-92fa79297327 · inbound

Chained Tuning Leads to Biased Forgetting cites this paper.

Chained Tuning Leads to Biased Forgetting Multitask Mayhem: Unveiling and Mitigating Safety Gaps in LLMs Fine-tuning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T10:38:41.927504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee423bff-4488-45d3-bc88-149282b15fdd · inbound

Provably Secure Retrieval-Augmented Generation cites this paper.

Provably Secure Retrieval-Augmented Generation Multitask Mayhem: Unveiling and Mitigating Safety Gaps in LLMs Fine-tuning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T05:56:20.267268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0062d1de-32c0-40e0-9a99-35c347fc042a · inbound

Dialectics of Alignment: Harnessing Unsafe Knowledge for Dynamic Safety Routing cites this paper.

Dialectics of Alignment: Harnessing Unsafe Knowledge for Dynamic Safety Routing Multitask Mayhem: Unveiling and Mitigating Safety Gaps in LLMs Fine-tuning

Reference 37

Resolution: malformed identifier; arxiv_id, observed 2026-06-28T19:32:35.187416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.