Yun Shen

1. "Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models
   2023/08/07 by Xinyue Shen, Shen, Xinyue, Zeyuan Chen +7 · 88 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Topic Modeling
2. Instruction Backdoor Attacks Against Customized LLMs
   2024/02/14 by Rui Zhang, Hongwei Li, Zhang, Rui +13 · 1 voice · 13 citations
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #cs.CR #cs.LG
3. Model Transformation Framework Supported by ZOOM.
   2006/07/27 by Yun S. Lee, Yun Sok Lee, Woo S. Kim +21 · 32 citations
   Computer Science · Business, Management and Accounting · #Service-Oriented Architecture and Web Services #Business Process Modeling and Analysis #Semantic Web and Ontologies
4. A reference map of the human binary protein interactome
   2020/04/08 by Katja Luck, Dae‐Kyum Kim, Dae-Kyum Kim +101 · 25 citations
   Biochemistry, Genetics and Molecular Biology · Chemistry · #Advanced Proteomics Techniques and Applications #Bioinformatics and Genomic Networks #Microbial Metabolic Engineering and Bioproduction
5. Composite Backdoor Attacks Against Large Language Models
   2023/10/11 by Hai Huang, Huang, Hai, Zhengyu Zhao +7 · 17 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling
6. Breaking Agents: Compromising Autonomous LLM Agents Through Malfunction Amplification
   2024/07/30 by Boyang Zhang, Zhang, Boyang, Yicong Tan +11 · 17 citations
   Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
7. You Only Prompt Once: On the Capabilities of Prompt Learning on Large Language Models to Tackle Toxic Content
   2023/08/10 by Xinlei He, Savvas Zannettou, He, Xinlei +5 · 8 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Social and Information Networks (cs.SI)
8. Node-Level Membership Inference Attacks Against Graph Neural Networks
   2021/02/10 by Xinlei He, He, Xinlei, Rui Wen +9 · 5 citations
   Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
9. Watermarking Diffusion Model
   2023/05/21 by Yugeng Liu, Liu, Yugeng, Zheng Li +7 · 4 citations
   Computer Science · #Advanced Steganography and Watermarking Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
10. Test-Time Poisoning Attacks Against Test-Time Adaptation Models
    2023/08/16 by Tianshuo Cong, Xinlei He, Cong, Tianshuo +5 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
11. Amplifying Membership Exposure via Data Poisoning
    2022/11/01 by Yufei Chen, Chen, Yufei, Chao Shen +7 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (stat.ML)
12. On the Proactive Generation of Unsafe Images From Text-To-Image Models Using Benign Prompts
    2023/10/25 by Yixin Wu, Wu, Yixin, Ning Yu +7 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis #Advanced Malware Detection Techniques
13. Non-Hermitian total-loss high-order topological insulator based on 1D\n Su-Schrieffer-Heeger (SSH)
    2021/12/05 by Huichang Li, Jing‐Wei Xu, Li, Hui-Chang +13 · 1 citation
    Physics and Astronomy · #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Optics (physics.optics) #Quantum Mechanics and Non-Hermitian Physics
14. Image-Perfect Imperfections: Safety, Bias, and Authenticity in the Shadow of Text-To-Image Model Evolution
    2024/08/30 by Yixin Wu, Yun Shen, Wu, Yixin +5 · 2 citations
    Computer Science · Social Sciences · #Computational and Text Analysis Methods #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Law in Society and Culture #Law, AI, and Intellectual Property #Machine Learning (cs.LG)
15. Prompt Backdoors in Visual Prompt Learning
    2023/10/11 by Hai Huang, Zhengyu Zhao, Huang, Hai +7 · 1 citation
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
16. The Ripple Effect: On Unforeseen Complications of Backdoor Attacks
    2025/05/16 by Rui Zhang, Yun Shen, Zhang, Rui +13 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Advanced Malware Detection Techniques