Scholar
Hoang-Quoc Nguyen-Son
Google Scholar ID: UTODzwgAAAAJ
Senior Researcher, Big Data Integration Research Center
Citations & Impact
Citations
297
H-index
9
i10-index
7
Publications
20
Co-authors
8
list available
Contact
Publications
Resume (English only)
Academic Achievements
- 2023, 'VoteTRANS: Detecting Adversarial Text without Training by Voting on Hard Labels of Transformations' accepted at ACL 2023.
- 2023, 'Quality Assurance of A GPT-based Sentiment Analysis System: Adversarial Review Data Generation and Detection' accepted at APSEC 2023.
- 2022, 'CheckHARD: Checking Hard Labels for Adversarial Text Detection, Prediction Correction, and Perturbed Word Suggestion' accepted at EMNLP 2022.
- 2022, 'Document Representation with Representative Sets and Document Similarity at Sentence Level Using Maximum Matching in Bipartite Graph' accepted at FDSE 2022.
- 2021, 'Machine Translated Text Detection Through Text Similarity with Round-Trip Translation' accepted at NAACL 2021.
- 2021, 'SEPP: Similarity Estimation of Predicted Probabilities for Defending and Detecting Adversarial Text' accepted at PACLIC 2021.
- 2021, 'OPA2D: One-Pixel Attack, Detection, and Defense in Deep Neural Networks' accepted at IJCNN 2021.
- 2020, 'Human Factors in Homograph Attack Recognition' accepted at ACNS 2020.
- 2020, 'Enhancing A New Classification for IDN Homograph Attack Detection' accepted at DASC 2020.
Research Experience
- PostDoc researcher at NII and KDDI.
Education
- Doctorate degree in 2015 from the Informatics Department at The Graduate University for Advanced Studies (SOKENDAI), Japan, under the guidance of Professor Isao Echizen.
Background
- Research Interests: Security within Natural Language Processing and Computer Vision. Affiliation: National Institute Of Information And Communications Technology (NICT). Advisor: Professor Isao Echizen.
