Author

Brian Formento

Observed name: Formento, Brian

Observed institutions: National University of Singapore, Institute for Infocomm Research, Institute of Data Science

OpenAlex ID: A5001319605

Using Punctuation as an Adversarial Attack on Deep Learning-Based NLP Systems: An Empirical Study

2023 · Brian Formento, Chuan Sheng Foo, et al. · Findings of the Association for Computational Linguistics: EACL · 21

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Special Symbol Attacks On NLP Systems

2021 · Brian Formento, See-Kiong Ng, et al. · International Joint Conference on Neural Networks (IJCNN) · 5

Confidence Elicitation: A New Attack Vector for Large Language Models

2025 · Formento, Brian, Foo, Chuan Sheng, et al. · arXiv (Cornell University) · 4

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SemRoDe: Macro Adversarial Training to Learn Representations that are Robust to Word-Level Attacks

2024 · Brian Formento, Wenjie Feng, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 4

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Intent-Preserving Adversarial User Simulation for Multi-Turn Agent Evaluation

2026 · Sharma, Atri Vivek, Formento, Brian, et al. · arXiv (Cornell University)

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Eliciting Intrinsic Hallucinations in LLMs via Semantically Equivalent Adversarial Attacks

2026 · Sharma, Atri Vivek, Formento, Brian, et al. · arXiv (Cornell University)

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Works count: 8

Citation count: 34

H-index: 4

I10-index: 1