Liang Tong

1. Finding Needles in a Moving Haystack: Prioritizing Alerts with Adversarial Reinforcement Learning
   2019/06/20 by Liang Tong, Áron Lászka, Tong, Liang +7 · 4 citations
   Computer Science · #Network Security and Intrusion Detection #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques
2. Hierarchical Graph Neural Networks for Causal Discovery and Root Cause Localization
   2023/02/03 by Dongjie Wang, Wang, Dongjie, Zhengzhang Chen +11 · 5 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Machine Learning in Bioinformatics
3. Defending Against Physically Realizable Attacks on Image Classification
   2019/09/20 by Tong Wu, Wu, Tong, Liang Tong +3 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
4. FACESEC: A Fine-grained Robustness Evaluation Framework for Face Recognition Systems
   2021/04/08 by Liang Tong, Zhengzhang Chen, Tong, Liang +11 · 2 citations
   Arts and Humanities · Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Forensic Anthropology and Bioarchaeology Studies #Machine Learning (cs.LG)
5. Improving Robustness of ML Classifiers against Realizable Evasion Attacks Using Conserved Features
   2017/08/28 by Liang Tong, Bo Li, Tong, Liang +9 · 1 citation
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
6. Adversarial Regression with Multiple Learners
   2018/06/06 by Liang Tong, Tong, Liang, Sixie Yu +5 · 1 citation
   Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Multiagent Systems (cs.MA) #Statistical Methods and Inference
7. FocusedCleaner: Sanitizing Poisoned Graphs for Robust GNN-based Node Classification
   2022/10/25 by Yulin Zhu, Zhu, Yulin, Liang Tong +4 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
8. Inducing Neural Collapse to a Fixed Hierarchy-Aware Frame for Reducing Mistake Severity
   2023/03/10 by Liang Tong, Liang, Tong, Jim Davis +1 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning and Data Classification