Mengxin Zheng
- BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models
2024/06/03 by Jiaqi Xue, Mengxin Zheng, Xue, Jiaqi +9 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Topic Modeling
- TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models
2023/06/12 by Jiaqi Xue, Mengxin Zheng, Xue, Jiaqi +11 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- TrojViT: Trojan Insertion in Vision Transformers
2022/08/27 by Mengxin Zheng, Qian Lou, Zheng, Mengxin +3 · 3 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- CipherPrune: Efficient and Scalable Private Transformer Inference
2025/02/24 by Yancheng Zhang, Zhang, Yancheng, Jiaqi Xue +11 · 4 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · Engineering · #Coding theory and cryptography #DNA and Biological Computing #graph theory and CDMA systems
- BadFair: Backdoored Fairness Attacks with Group-conditioned Triggers
2024/10/23 by Jiaqi Xue, Qian Lou, Xue, Jiaqi +3 · 2 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Security and Verification in Computing
- CutBackdoor: A Circuit Cut Triggered Backdoor Attack on Variational Quantum Algorithms
2026/07/20 by Ahatesham Bhuiyan, Hoang Ngo, Cheng Chu +4
#quant-ph #cs.CR
- Learning Latency-Aware Orchestration for Multi-Agent Systems
2026/07/15 by Xi Shi, Mengxin Zheng, Qian Lou
#cs.MA
- SoK: Adversarial Robustness of the Variational Quantum Eigensolver via Red-Teaming
2026/07/21 by Ahmed Azaz Humdoon, Cheng Chu, Lei Jiang +2
#quant-ph #cs.CR
- Hardware Robustness of Sample-Based Quantum Diagonalization
2026/07/20 by Ahatesham Bhuiyan, Cheng Chu, Qian Lou +1
#quant-ph #cs.CR