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Kang, Mintong

  1. DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models
    2023/06/20 by Boxin Wang, Weixin Chen, Wang, Boxin +35 · 59 citations
    Computer Science · Medicine · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI
  2. EIA: Environmental Injection Attack on Generalist Web Agents for Privacy Leakage
    2024/09/17 by Zeyi Liao, Liao, Zeyi, Lingbo Mo +15 · 34 citations
    Computer Science · Social Sciences · #Network Security and Intrusion Detection #Access Control and Trust #Spam and Phishing Detection
  3. AdvAgent: Controllable Blackbox Red-teaming on Web Agents
    2024/10/22 by Xu, Chejian, Kang, Mintong, Zhang, Jiawei +5 · 22 citations
    #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  4. ShieldAgent: Shielding Agents via Verifiable Safety Policy Reasoning
    2025/03/26 by Z. Chen, Mintong Kang, Chen, Zhaorun +3 · 23 citations
    Computer Science · Social Sciences · #Access Control and Trust #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Security and Verification in Computing
  5. R2-Guard: Robust Reasoning Enabled LLM Guardrail via Knowledge-Enhanced Logical Reasoning
    2024/07/08 by Mintong Kang, Bo Li, Kang, Mintong +1 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge
  6. Fairness in Federated Learning via Core-Stability
    2022/11/03 by Bhaskar Ray Chaudhury, Chaudhury, Bhaskar Ray, Linyi Li +7 · 3 citations
    Computer Science · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  7. AdvWave: Stealthy Adversarial Jailbreak Attack against Large Audio-Language Models
    2024/12/11 by Kang, Mintong, Xu, Chejian, Li, Bo · 6 citations
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  8. MgSvF: Multi-Grained Slow vs. Fast Framework for Few-Shot Class-Incremental Learning
    2020/06/28 by Hanbin Zhao, Zhao, Hanbin, Yongjian Fu +9 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  9. C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models
    2024/02/05 by Mintong Kang, Kang, Mintong, Nezihe Merve Gürel +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  10. Certifiably Byzantine-Robust Federated Conformal Prediction
    2024/06/04 by Kang, Mintong, Lin, Zhen, Sun, Jimeng +2 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits
    2024/03/17 by Mintong Kang, Kang, Mintong, Nezihe Merve Gürel +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Neural Networks and Applications
  12. Label-Assemble: Leveraging Multiple Datasets with Partial Labels
    2021/09/25 by Mintong Kang, Kang, Mintong, Li, Bowen +8 · 1 citation
    Medicine · Computer Science · #COVID-19 diagnosis using AI #Digital Imaging for Blood Diseases #AI in cancer detection
  13. Certifying Some Distributional Fairness with Subpopulation Decomposition
    2022/05/31 by Kang, Mintong, Li, Linyi, Weber, Maurice +3 · 1 citation
    #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models
    2025/03/19 by Chejian Xu, Xu, Chejian, Jiawei Zhang +44 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
  15. Poly-Guard: Massive Multi-Domain Safety Policy-Grounded Guardrail Dataset
    2025/06/18 by Mintong Kang, Zhaorun Chen, Kang, Mintong +13 · 4 citations
    Engineering · #Transportation Safety and Impact Analysis #Infrastructure Maintenance and Monitoring #Geophysical Methods and Applications
  16. DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification
    2023/10/27 by Kang, Mintong, Song, Dawn, Li, Bo · 1 citation
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  17. Mitigating Indirect Prompt Injection via Instruction-Following Intent Analysis
    2025/11/30 by Mintong Kang, Kang, Mintong, Chong Xiang +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Security and Verification in Computing #Topic Modeling