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

Research article (Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024) · cited 25× · AI/ML
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Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment

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Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment. Retrieved May 24, 2026, from https://4ort.xyz/entity/is-llm-as-a-judge-robust-investigating-universal-adversarial-attacks-on-zero-shot-llm-assessment
MLA “Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/is-llm-as-a-judge-robust-investigating-universal-adversarial-attacks-on-zero-shot-llm-assessment.
BibTeX @misc{4ortxyz_is-llm-as-a-judge-robust-investigating-universal-adversarial-attacks-on-zero-shot-llm-assessment_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment}}, year = {2026}, url = {https://4ort.xyz/entity/is-llm-as-a-judge-robust-investigating-universal-adversarial-attacks-on-zero-shot-llm-assessment}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment — https://4ort.xyz/entity/is-llm-as-a-judge-robust-investigating-universal-adversarial-attacks-on-zero-shot-llm-assessment (retrieved 2026-05-24)

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