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Publication date Communities Collections Article title Author(s) Journal/Conference
17 Sep 2025 SERC Institute of High Performance Computing  Development of a knowledge-based noise test for robustness of vessel fuel consumption prediction models Ping Chong Chua, Roland Chieng, Ruihan Wang, Kelvin Lee, Haiyan Xu, Xiuju Fu, Ran Yan Maritime Policy & Management
23 May 2025 SERC Institute for Infocomm Research From ML to LLM: Evaluating the Robustness of Phishing Webpage Detection Models against Adversarial Attacks Aditya Kulkarni, Vivek Balachandran, Dinil Mon Divakaran, Tamal Das Digital Threats: Research and Practice
6 May 2025 SERC Institute for Infocomm Research A Survey and Evaluation of Adversarial Attacks in Object Detection Khoi Nguyen Tiet Nguyen, Wenyu Zhang, Kangkang Lu, Yu-Huan Wu, Xingjian Zheng, Hui Li Tan, Liangli Zhen IEEE Transactions on Neural Networks and Learning Systems
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
11 Dec 2024 SERC Institute for Infocomm Research Uniformly Distributed Feature Representations for Fair and Robust Learning Kiran Krishnamachari, See-Kiong Ng, Chuan-Sheng Foo Transactions on Machine Learning Research
1 Oct 2024 SERC Institute of Materials Research and Engineering Design and Prototyping of Queuing Conveyer Belt System Based on Low-Cost Open-Source Microcontroller Agus Putu Abiyasa, I Wayan Sugara Yasa, I Made Asna, I Nyoman Gede Adrama, Riko I Made 2024 10th International Conference on Smart Computing and Communication (ICSCC)
23 Jul 2022 SERC Institute for Infocomm Research Efficient Distributionally Robust Bayesian Optimization with Worst-case Sensitivity Sebastian Shenghong Tay, Chuan Sheng Foo, Urano Daisuke, Richalynn Leong, Bryan Kian Hsiang Low International Conference on Machine Learning
30 May 2022 SERC Institute for Infocomm Research Adversarial Robustness of Deep Neural Networks: A Survey from a Formal Verification Perspective Mark Huasong Meng, Guangdong Bai, Sin Gee Teo, Zhe Hou, Yan Xiao, Yun Lin, Jin Song Dong IEEE Transactions on Dependable and Secure Computing
27 Apr 2022 SERC Institute for Infocomm Research Investigating Robustness of Biological vs. Backprop Based Learning Yanpeng Zhou, Maosen Wang, Manas Gupta, Arulmurugan Ambikapathi, Ponnuthurai Nagaratnam Suganthan, Savitha Ramasamy ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
13 May 2021 SERC Institute for Infocomm Research Robust Domain-Free Domain Generalization with Class-Aware Alignment Wenyu Zhang, Mohamed Ragab, Ramon Sagarna ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)