Xing, Xinyu
- GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts
2023/09/19 by Yu, Jiahao, Lin, Xingwei, Yu, Zheng +1 · 134 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- TABOR: A Highly Accurate Approach to Inspecting and Restoring Trojan Backdoors in AI Systems
2019/08/02 by Wenbo Guo, Guo, Wenbo, Lun Wang +7 · 24 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis
- BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning
2021/05/02 by Wang, Lun, Javed, Zaynah, Wu, Xian +3 · 9 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Assessing Prompt Injection Risks in 200+ Custom GPTs
2023/11/20 by Jiahao Yu, Yuhang Wu, Yu, Jiahao +7 · 9 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
- Mind the Inconspicuous: Revealing the Hidden Weakness in Aligned LLMs' Refusal Boundaries
2024/05/31 by Jiahao Yu, Haozheng Luo, Yu, Jiahao +9 · 7 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Digital and Cyber Forensics #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection
- PTrix: Efficient Hardware-Assisted Fuzzing for COTS Binary
2019/05/25 by Yaohui Chen, Dongliang Mu, Chen, Yaohui +13 · 2 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
- Harnessing Large Language Models for Seed Generation in Greybox Fuzzing
2024/11/27 by Wenxuan Shi, Yunhang Zhang, Shi, Wenxuan +5 · 6 citations
Computer Science · #Web Data Mining and Analysis #Service-Oriented Architecture and Web Services #Web Applications and Data Management
- A Comparative Study of Rule Extraction for Recurrent Neural Networks
2018/01/16 by Qinglong Wang, Wang, Qinglong, Kaixuan Zhang +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Natural Language Processing Techniques #semigroups and automata theory
- RICE: Breaking Through the Training Bottlenecks of Reinforcement Learning with Explanation
2024/05/05 by Zelei Cheng, Xian Wu, Cheng, Zelei +9 · 4 citations
Computer Science · #Reinforcement Learning in Robotics
- Adversary Resistant Deep Neural Networks with an Application to Malware Detection
2016/10/05 by Wang, Qinglong, Guo, Wenbo, Zhang, Kaixuan +4 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- An Empirical Evaluation of Rule Extraction from Recurrent Neural Networks
2017/09/29 by Wang, Qinglong, Zhang, Kaixuan, Ororbia, Alexander G. +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- A Survey on Explainable Deep Reinforcement Learning
2025/02/08 by Cheng, Zelei, Yu, Jiahao, Xing, Xinyu · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- ShadowBound: Efficient Heap Memory Protection Through Advanced Metadata Management and Customized Compiler Optimization
2024/06/04 by Yu, Zheng, Yang, Ganxiang, Xing, Xinyu · 2 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- CAMP: Compiler and Allocator-based Heap Memory Protection
2024/06/04 by Zhenpeng Lin, Lin, Zhenpeng, Zheng Yu +9 · 2 citations
Computer Science · #Security and Verification in Computing #Network Packet Processing and Optimization #Network Security and Intrusion Detection
- BlockScan: Detecting Anomalies in Blockchain Transactions
2024/10/05 by Yu, Jiahao, Wu, Xian, Liu, Hao +2 · 1 citation
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Soft-Label Integration for Robust Toxicity Classification
2024/10/18 by Zelei Cheng, Cheng, Zelei, Xian Wu +9 · 1 citation
Chemistry · #Analytical Methods in Pharmaceuticals #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Using Non-invertible Data Transformations to Build Adversarial-Robust Neural Networks
2016/10/06 by Qinglong Wang, Wang, Qinglong, Wenbo Guo +15 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)