Paper Citation Record · LEDGER

Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2402.14016.

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

pith.paper-citation-record.v1
2402.14016 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:28:52.421255Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T17:35:43.987419Z

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 04588e05-18b4-49ea-860c-c307ab898808 · inbound

A Survey on LLM-as-a-Judge cites this paper.

A Survey on LLM-as-a-Judge Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment

Reference 119

Resolution: verified exact; arxiv_id, observed 2026-05-23T17:35:43.990648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 304c9cd5-a2d1-453d-9854-a2a083b98a4e · inbound

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods cites this paper.

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment

Reference 190

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:08:34.639350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e39f4052-00bc-4d4b-9d89-f8c258d4d13e · inbound

Towards Understanding the Robustness of LLM-based Evaluations under Perturbations cites this paper.

Towards Understanding the Robustness of LLM-based Evaluations under Perturbations Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T17:09:54.139224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5657ff9-64fe-44bd-9873-1096621b70c6 · inbound

Attack-in-the-Chain: Bootstrapping Large Language Models for Attacks Against Black-box Neural Ranking Models cites this paper.

Attack-in-the-Chain: Bootstrapping Large Language Models for Attacks Against Black-box Neural Ranking Models Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T04:32:36.186677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f57be3d8-6ebd-4101-85a2-cbe6faa4160e · inbound

Chatperone: An LLM-Based Negotiable Scaffolding System for Mediating Adolescent Mobile Interactions cites this paper.

Chatperone: An LLM-Based Negotiable Scaffolding System for Mediating Adolescent Mobile Interactions Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T10:28:52.421255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df39e853-63f1-4ca5-91a7-e98798b257da · inbound

The Leaderboard Illusion cites this paper.

The Leaderboard Illusion Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-16T05:22:55.621429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00788e6f-822a-407f-92e2-abf6df22ed5b · inbound

One Token to Fool LLM-as-a-Judge cites this paper.

One Token to Fool LLM-as-a-Judge Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T18:15:38.612180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 251f3ac3-81a6-405d-b40c-8702098bca6a · inbound

TripTailor: A Real-World Benchmark for Personalized Travel Planning cites this paper.

TripTailor: A Real-World Benchmark for Personalized Travel Planning Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T05:40:31.814090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac8e5f32-794d-40f0-ab27-6d0b0dd180b1 · inbound

On the Shelf Life of Fine-Tuned LLM-Judges: Future-Proofing, Backward-Compatibility, and Question Generalization cites this paper.

On the Shelf Life of Fine-Tuned LLM-Judges: Future-Proofing, Backward-Compatibility, and Question Generalization Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-18T12:56:24.605293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 73696ae7-9264-4465-9555-69c1a26a9c9f · inbound

When AI reviews science: Can we trust the referee? cites this paper.

When AI reviews science: Can we trust the referee? Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment

Reference 111

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:16:11.606972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a4435910-bfd7-4897-827d-2203faf2ba23 · inbound

Chain-of-Models: Cross-Model Auditing for Bias-Robust LLM Judges cites this paper.

Chain-of-Models: Cross-Model Auditing for Bias-Robust LLM Judges Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T00:55:20.567329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04ce2feb-6030-4475-83fc-3616d40e9a35 · inbound

V-FiLLM: Verified Financial LLM Reasoning Benchmark cites this paper.

V-FiLLM: Verified Financial LLM Reasoning Benchmark Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T11:27:14.659813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.