Zheng, Mengxin
- BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models
2024/06/03 by Jiaqi Xue, Xue, Jiaqi, Mengxin Zheng +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, Jiaqi Xue, Zhang, Yancheng +11 · 4 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · Engineering · #Coding theory and cryptography #DNA and Biological Computing #graph theory and CDMA systems
- TrojFSP: Trojan Insertion in Few-shot Prompt Tuning
2023/12/16 by Zheng, Mengxin, Xue, Jiaqi, Chen, Xun +3 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Jailbreaking LLMs with Arabic Transliteration and Arabizi
2024/06/26 by Ghanim, Mansour Al, Almohaimeed, Saleh, Zheng, Mengxin +2 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation
2025/03/15 by Kumar, Mayank, Xue, Jiaqi, Zheng, Mengxin +1 · 4 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- SSL-Cleanse: Trojan Detection and Mitigation in Self-Supervised Learning
2023/03/16 by Zheng, Mengxin, Xue, Jiaqi, Wang, Zihao +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- BadFair: Backdoored Fairness Attacks with Group-conditioned Triggers
2024/10/23 by Jiaqi Xue, Xue, Jiaqi, Qian Lou +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
- Evaluating the Robustness and Accuracy of Text Watermarking Under Real-World Cross-Lingual Manipulations
2025/02/23 by Ghanim, Mansour Al, Xue, Jiaqi, Hastuti, Rochana Prih +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- zkVC: Fast Zero-Knowledge Proof for Private and Verifiable Computing
2025/04/16 by Zhang, Yancheng, Zheng, Mengxin, Chen, Xun +5 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences