Paper Citation Record · LEDGER

On the Role of Attention Heads in Large Language Model Safety

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2410.13708.

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

pith.paper-citation-record.v1
2410.13708 v2

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 2026-08-08T06:32:00.761636+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T18:12:33.522135Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T17:35:51.334325Z

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 9cf928fe-45cb-49bf-8020-1197d95d1f33 · inbound

Reinforced Lifelong Editing for Language Models cites this paper.

Reinforced Lifelong Editing for Language Models On the Role of Attention Heads in Large Language Model Safety

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-08T18:12:33.522135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36b35852-d14a-4f02-82c6-ac02953c7d69 · inbound

The Hidden Dimensions of LLM Alignment: A Multi-Dimensional Analysis of Orthogonal Safety Directions cites this paper.

The Hidden Dimensions of LLM Alignment: A Multi-Dimensional Analysis of Orthogonal Safety Directions On the Role of Attention Heads in Large Language Model Safety

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T23:08:02.421540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a4f6db7-a64c-4f3a-ab37-4ce4e0fb6e08 · inbound

ALPS: Attention Localization and Pruning Strategy for Efficient Alignment of Large Language Models cites this paper.

ALPS: Attention Localization and Pruning Strategy for Efficient Alignment of Large Language Models On the Role of Attention Heads in Large Language Model Safety

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:33.227557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed3a0af8-9b98-495b-a1ef-b264678b1046 · inbound

To trust or not to trust: Attention-based Trust Management for LLM Multi-Agent Systems cites this paper.

To trust or not to trust: Attention-based Trust Management for LLM Multi-Agent Systems On the Role of Attention Heads in Large Language Model Safety

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-19T11:32:17.349169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3ab5dd33-7b72-478c-8828-a72b8a526888 · inbound

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents cites this paper.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents On the Role of Attention Heads in Large Language Model Safety

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.246898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45bcdb12-ec21-4f9e-93f2-3216288e7406 · inbound

Boosting Parameter Efficiency in LLM-Based Recommendation through Sophisticated Pruning cites this paper.

Boosting Parameter Efficiency in LLM-Based Recommendation through Sophisticated Pruning On the Role of Attention Heads in Large Language Model Safety

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T18:54:18.141878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 838f11fa-4a06-497f-abe6-414a313cc94e · inbound

Soft Head Selection for Injecting ICL-Derived Task Embeddings cites this paper.

Soft Head Selection for Injecting ICL-Derived Task Embeddings On the Role of Attention Heads in Large Language Model Safety

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-19T02:41:59.765500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3f6b9687-55ac-49c7-8e14-5ecae468d82c · inbound

Correcting Prompt Dependence in LLM Benchmarks: A Bayesian Hierarchical Model with Embedding-Space Clustering cites this paper.

Correcting Prompt Dependence in LLM Benchmarks: A Bayesian Hierarchical Model with Embedding-Space Clustering On the Role of Attention Heads in Large Language Model Safety

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-04T11:19:51.206012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84a6d79a-0654-4057-9f86-0d522e155444 · inbound

The Salami Slicing Threat: Exploiting Cumulative Risks in LLM Systems cites this paper.

The Salami Slicing Threat: Exploiting Cumulative Risks in LLM Systems On the Role of Attention Heads in Large Language Model Safety

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:16:03.952450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation db8833b2-98aa-4b3b-a9f4-1031a28c3e12 · inbound

Why Do Large Language Models Generate Harmful Content? cites this paper.

Why Do Large Language Models Generate Harmful Content? On the Role of Attention Heads in Large Language Model Safety

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:21:04.490884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e78737db-90cd-47af-9522-f14ca3af9047 · inbound

Perturbation Probing: A Two-Pass-per-Prompt Diagnostic for FFN Behavioral Circuits in Aligned LLMs cites this paper.

Perturbation Probing: A Two-Pass-per-Prompt Diagnostic for FFN Behavioral Circuits in Aligned LLMs On the Role of Attention Heads in Large Language Model Safety

Reference 28

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T10:01:27.533964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cc737df7-85e7-4416-ab3a-9c04ae0c2912 · inbound

Large Vision-Language Models Get Lost in Attention cites this paper.

Large Vision-Language Models Get Lost in Attention On the Role of Attention Heads in Large Language Model Safety

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T19:26:10.092015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 30323868-1d1e-4566-898e-a2ae814bef17 · inbound

Where Does Toxicity Live? Mechanistic Localization and Targeted Suppression in Language Models cites this paper.

Where Does Toxicity Live? Mechanistic Localization and Targeted Suppression in Language Models On the Role of Attention Heads in Large Language Model Safety

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-06-29T13:33:28.457378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 67aa9938-d5ba-4348-b004-945de94a1d1a · inbound

Robust Harmful Features Under Jailbreak Attacks: Mechanistic Evidence from Attention Head Specialization in Large Language Models cites this paper.

Robust Harmful Features Under Jailbreak Attacks: Mechanistic Evidence from Attention Head Specialization in Large Language Models On the Role of Attention Heads in Large Language Model Safety

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-07-01T17:35:51.335775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4edb1c6a-47b3-479b-8f9d-a0718c5ca62c · inbound

How Do LLMs Read Bug Reports? An Empirical Study of Attention in LLMs for Automated Program Repair cites this paper.

How Do LLMs Read Bug Reports? An Empirical Study of Attention in LLMs for Automated Program Repair On the Role of Attention Heads in Large Language Model Safety

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-01T01:17:54.450344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.