Sizhe Chen

1. StruQ: Defending Against Prompt Injection with Structured Queries
   2024/02/09 by Sizhe Chen, Chen, Sizhe, Julien Piet +5 · 76 citations
   Computer Science · #Advanced Database Systems and Queries #Cryptography and Data Security #Distributed systems and fault tolerance
2. SecAlign: Defending Against Prompt Injection with Preference Optimization
   2024/10/07 by Sizhe Chen, Arman Zharmagambetov, Chen, Sizhe +7 · 47 citations
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
3. Jatmo: Prompt Injection Defense by Task-Specific Finetuning
   2023/12/29 by Julien Piet, Piet, Julien, Maha Al-Rashed +13 · 29 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Natural Language Processing Techniques
4. Can LLMs Follow Simple Rules?
   2023/11/06 by Norman Mu, Sarah Chen, Mu, Norman +15 · 1 voice · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.AI #cs.CL #cs.LG
5. One-Pixel Shortcut: on the Learning Preference of Deep Neural Networks
   2022/05/24 by Shutong Wu, Wu, Shutong, Sizhe Chen +5 · 3 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Self-Ensemble Protection: Training Checkpoints Are Good Data Protectors
   2022/11/22 by Sizhe Chen, Geng Yuan, Chen, Sizhe +11 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Defending Against Prompt Injection with DataFilter
   2025/10/22 by Y.-M. Wang, Wang, Yizhu, Sizhe Chen +7 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Security and Verification in Computing #Topic Modeling
8. Sweetener aspartame aggravates atherosclerosis through insulin-triggered inflammation
   2025/02/19 by Weijie Wu, Wenhai Sui, Sizhe Chen +18 · 2 voices · 1 citation
   Nursing · Neuroscience · Medicine · #Biochemical Analysis and Sensing Techniques #Regulation of Appetite and Obesity #Adipokines, Inflammation, and Metabolic Diseases