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Paper Citation Record · LEDGER

SCANS: Mitigating the Exaggerated Safety for LLMs via Safety-Conscious Activation Steering

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2408.11491.

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

pith.paper-citation-record.v1
2408.11491 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:51:30.555746Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T19:57:45.383088Z

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 fb00025e-2fde-496f-ada9-60fdd03e273f · inbound

More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models cites this paper.

More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models SCANS: Mitigating the Exaggerated Safety for LLMs via Safety-Conscious Activation Steering

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T14:51:30.555746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:51:30.555746Z digest=sha256:a531971908bfe88e079ebf1224a5d9b08e75cea0fa310817580239edcd48ab1a

Observation 726904d6-d266-4a7f-9c8b-748683ec8d7f · inbound

PII Jailbreaking in LLMs via Activation Steering Reveals Personal Information Leakage cites this paper.

PII Jailbreaking in LLMs via Activation Steering Reveals Personal Information Leakage SCANS: Mitigating the Exaggerated Safety for LLMs via Safety-Conscious Activation Steering

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T20:36:46.065981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T20:36:46.065981Z digest=sha256:49e79be4f8f3184bec3912186c60865ff7eda8d836be20f63801a71aec8f5594

Observation 6363d2f3-5563-4c94-9ffc-1ed0b9af19d9 · inbound

Just Enough Shifts: Mitigating Over-Refusal in Aligned Language Models with Targeted Representation Fine-Tuning cites this paper.

Just Enough Shifts: Mitigating Over-Refusal in Aligned Language Models with Targeted Representation Fine-Tuning SCANS: Mitigating the Exaggerated Safety for LLMs via Safety-Conscious Activation Steering

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-06T19:57:45.412418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T19:57:43.549520Z digest=sha256:9d673f3f9cc81fd76f6cd17f16455dc03b679e0004632d6fe0b38e2046c306cb