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24 Apr 2025
SERC
Institute for Infocomm Research
Confidence Elicitation: A New Attack Vector for Large Language Models
Brian Formento,
Chuan-Sheng Foo,
See-Kiong Ng
International Conference on Learning Representations
27 Jul 2024
SERC
Institute for Infocomm Research
SemRoDe: Macro Adversarial Training to Learn Representations that are Robust to Word-Level Attacks
Brian Formento,
Wenjie Feng,
Chuan-Sheng Foo,
Anh Tuan Luu,
See-Kiong Ng
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
9 Sep 2023
SERC
Institute for Infocomm Research
Using Punctuation as an Adversarial Attack on Deep Learning-Based NLP Systems: An Empirical Study
Brian Formento,
Chuan Sheng Foo,
Luu Anh Tuan,
See Kiong Ng
Findings of the Association for Computational Linguistics: EACL 2023
22 Sep 2021
SERC
Institute for Infocomm Research
Special Symbol Attacks On NLP Systems
Brian Formento,
See-Kiong Ng,
Chuan-Sheng Foo
2021 International Joint Conference on Neural Networks (IJCNN)
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