Sitawarin, Chawin
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1374 citations
#cs.CL #cs.AI
- How much do language models memorize?
2025/05/30 by John X. Morris, Chawin Sitawarin, Morris, John X. +13 · 9 voices · 22 citations
Computer Science · #Natural Language Processing Techniques #cs.CL
- StruQ: Defending Against Prompt Injection with Structured Queries
2024/02/09 by Sizhe Chen, Chen, Sizhe, Julien Piet +5 · 63 citations
Computer Science · #Advanced Database Systems and Queries #Cryptography and Data Security #Distributed systems and fault tolerance
- Vulnerability Detection with Code Language Models: How Far Are We?
2024/03/27 by Yangruibo Ding, Ding, Yangruibo, Yanjun Fu +15 · 50 citations
Computer Science · #Network Security and Intrusion Detection #Advanced Malware Detection Techniques #Web Application Security Vulnerabilities
- The Attacker Moves Second: Stronger Adaptive Attacks Bypass Defenses Against Llm Jailbreaks and Prompt Injections
2025/10/10 by Milad Nasr, Nasr, Milad, Nicholas Carlini +27 · 4 voices · 18 citations
Computer Science · #Adversarial Robustness in Machine Learning #Network Security and Intrusion Detection #Security and Verification in Computing #cs.CR #cs.LG
- Jatmo: Prompt Injection Defense by Task-Specific Finetuning
2023/12/29 by Julien Piet, Piet, Julien, Maha Al-Rashed +13 · 23 citations
Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Natural Language Processing Techniques
- Mark My Words: Analyzing and Evaluating Language Model Watermarks
2023/12/01 by Julien Piet, Chawin Sitawarin, Piet, Julien +7 · 11 citations
Computer Science · #Advanced Steganography and Watermarking Techniques #Internet Traffic Analysis and Secure E-voting #Hate Speech and Cyberbullying Detection
- Enhancing Robustness of Machine Learning Systems via Data\n Transformations
2017/04/09 by Arjun Nitin Bhagoji, Bhagoji, Arjun Nitin, Daniel Cullina +5 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques
- Lessons from Defending Gemini Against Indirect Prompt Injections
2025/05/20 by Shi, Chongyang, Lin, Sharon, Song, Shuang +11 · 19 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- DARTS: Deceiving Autonomous Cars with Toxic Signs
2018/02/18 by Chawin Sitawarin, Sitawarin, Chawin, Arjun Nitin Bhagoji +7 · 4 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- PAL: Proxy-Guided Black-Box Attack on Large Language Models
2024/02/15 by Sitawarin, Chawin, Mu, Norman, Wagner, David +1 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Adversarial Examples for k-Nearest Neighbor Classifiers Based on\n Higher-Order Voronoi Diagrams
2020/11/19 by Chawin Sitawarin, Evgenios M. Kornaropoulos, Sitawarin, Chawin +5 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
- OODRobustBench: a Benchmark and Large-Scale Analysis of Adversarial Robustness under Distribution Shift
2023/10/19 by Lin Li, Yifei Wang, Li, Lin +5 · 3 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research
- REAP: A Large-Scale Realistic Adversarial Patch Benchmark
2022/12/12 by Nabeel Hingun, Chawin Sitawarin, Hingun, Nabeel +5 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Beyond Grand Theft Auto V for Training, Testing and Enhancing Deep Learning in Self Driving Cars
2017/12/04 by Mark Martinez, Martinez, Mark, Chawin Sitawarin +9 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
- On the Robustness of Deep K-Nearest Neighbors
2019/03/20 by Sitawarin, Chawin, Wagner, David · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (stat.ML)
- Defending Against Prompt Injection With a Few DefensiveTokens
2025/07/10 by Chen, Sizhe, Wang, Yizhu, Carlini, Nicholas +2 · 9 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Extracting alignment data in open models
2025/10/21 by Federico Barbero, Barbero, Federico, Xiangming Gu +15 · 3 voices
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Testing and Debugging Techniques #Topic Modeling #cs.AI
- Demystifying the Adversarial Robustness of Random Transformation Defenses
2022/06/18 by Sitawarin, Chawin, Golan-Strieb, Zachary, Wagner, David · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)