Paper Citation Record · LEDGER

The Art of Defending: A Systematic Evaluation and Analysis of LLM Defense Strategies on Safety and Over-Defensiveness

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2401.00287.

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

pith.paper-citation-record.v1
2401.00287 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:28:00.782958Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T13:28:22.268414Z

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 19caa072-27a4-4f51-85ed-b3d93f458b3a · inbound

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning cites this paper.

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning The Art of Defending: A Systematic Evaluation and Analysis of LLM Defense Strategies on Safety and Over-Defensiveness

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:38.125760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c05bef07-2c6a-456a-982d-140b59fd6193 · inbound

Token Highlighter: Inspecting and Mitigating Jailbreak Prompts for Large Language Models cites this paper.

Token Highlighter: Inspecting and Mitigating Jailbreak Prompts for Large Language Models The Art of Defending: A Systematic Evaluation and Analysis of LLM Defense Strategies on Safety and Over-Defensiveness

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T05:02:26.704127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 913e0770-a6b9-4126-8d9c-28046a78c6c2 · inbound

Aegis2.0: A Diverse AI Safety Dataset and Risks Taxonomy for Alignment of LLM Guardrails cites this paper.

Aegis2.0: A Diverse AI Safety Dataset and Risks Taxonomy for Alignment of LLM Guardrails The Art of Defending: A Systematic Evaluation and Analysis of LLM Defense Strategies on Safety and Over-Defensiveness

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T20:15:54.842752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01e275ba-f362-444f-95ad-03271447018e · inbound

The TIP of the Iceberg: Revealing a Hidden Class of Task-in-Prompt Adversarial Attacks on LLMs cites this paper.

The TIP of the Iceberg: Revealing a Hidden Class of Task-in-Prompt Adversarial Attacks on LLMs The Art of Defending: A Systematic Evaluation and Analysis of LLM Defense Strategies on Safety and Over-Defensiveness

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T13:53:10.980458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4adf32af-18be-409b-94e6-c2ae08f883d5 · inbound

`Do as I say not as I do': A Semi-Automated Approach for Jailbreak Prompt Attack against Multimodal LLMs cites this paper.

`Do as I say not as I do': A Semi-Automated Approach for Jailbreak Prompt Attack against Multimodal LLMs The Art of Defending: A Systematic Evaluation and Analysis of LLM Defense Strategies on Safety and Over-Defensiveness

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-09T17:58:57.515461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfe3773f-abb7-4a73-9c47-d90c3ee23680 · inbound

GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation cites this paper.

GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation The Art of Defending: A Systematic Evaluation and Analysis of LLM Defense Strategies on Safety and Over-Defensiveness

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-08T17:31:59.882927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a5407f4-98b3-45da-aef6-3b1e9f8c7124 · inbound

LLM Security: Vulnerabilities, Attacks, Defenses, and Countermeasures cites this paper.

LLM Security: Vulnerabilities, Attacks, Defenses, and Countermeasures The Art of Defending: A Systematic Evaluation and Analysis of LLM Defense Strategies on Safety and Over-Defensiveness

Reference 135

Resolution: unresolved; no resolver link, observed 2026-08-16T04:28:00.782958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20202f5c-7b09-449a-bf81-997ce875bb6f · inbound

System Prompt Extraction Attacks and Defenses in Large Language Models cites this paper.

System Prompt Extraction Attacks and Defenses in Large Language Models The Art of Defending: A Systematic Evaluation and Analysis of LLM Defense Strategies on Safety and Over-Defensiveness

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:28:22.318470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a35ca690-ee7d-4ed1-9390-0c435e34c5e2 · inbound

The Scales of Justitia: A Comprehensive Survey on Safety Evaluation of LLMs cites this paper.

The Scales of Justitia: A Comprehensive Survey on Safety Evaluation of LLMs The Art of Defending: A Systematic Evaluation and Analysis of LLM Defense Strategies on Safety and Over-Defensiveness

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T10:17:26.690689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df5d9952-ca8b-4087-abda-50187b3a32d7 · inbound

LLM in the Middle: A Systematic Review of Threats and Mitigations to Real-World LLM-based Systems cites this paper.

LLM in the Middle: A Systematic Review of Threats and Mitigations to Real-World LLM-based Systems The Art of Defending: A Systematic Evaluation and Analysis of LLM Defense Strategies on Safety and Over-Defensiveness

Reference 295

Resolution: unresolved; no resolver link, observed 2026-08-04T17:46:19.737771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.