Mintong Kang

1. DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models
   2023/06/20 by Boxin Wang, Wang, Boxin, Weixin Chen +35 · 96 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 · 61 citations
   Computer Science · Social Sciences · #Network Security and Intrusion Detection #Access Control and Trust #Spam and Phishing Detection
3. R²-Guard: Robust Reasoning Enabled LLM Guardrail via Knowledge-Enhanced Logical Reasoning
   2024/07/08 by Mintong Kang, Bo Li, Kang, Mintong +1 · 17 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge
4. ShieldAgent: Shielding Agents via Verifiable Safety Policy Reasoning
   2025/03/26 by Z. Chen, Chen, Zhaorun, Mintong Kang +3 · 32 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. Fairness in Federated Learning via Core-Stability
   2022/11/03 by Bhaskar Ray Chaudhury, Chaudhury, Bhaskar Ray, Linyi Li +7 · 6 citations
   Computer Science · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
6. DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification
   2023/10/27 by Mintong Kang, Kang, Mintong, Dawn Song +3 · 8 citations
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Autopsy Techniques and Outcomes #COVID-19 diagnosis using AI #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
7. MgSvF: Multi-Grained Slow vs. Fast Framework for Few-Shot Class-Incremental Learning
   2020/06/28 by Hanbin Zhao, Yongjian Fu, Zhao, Hanbin +9 · 4 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
8. AdvWave: Stealthy Adversarial Jailbreak Attack against Large Audio-Language Models
   2024/12/11 by Mintong Kang, Chejian Xu, Kang, Mintong +3 · 14 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Hate Speech and Cyberbullying Detection #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
9. C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models
   2024/02/05 by Mintong Kang, Kang, Mintong, Nezihe Merve Gürel +7 · 4 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. COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits
    2024/03/17 by Mintong Kang, Kang, Mintong, Nezihe Merve Gürel +5 · 3 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
11. Certifiably Byzantine-Robust Federated Conformal Prediction
    2024/06/04 by Mintong Kang, Kang, Mintong, Zhen Lin +7 · 3 citations
    Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Statistical Methods and Inference
12. Label-Assemble: Leveraging Multiple Datasets with Partial Labels
    2021/09/25 by Mintong Kang, Kang, Mintong, Li, Bowen +8 · 2 citations
    Medicine · Computer Science · #COVID-19 diagnosis using AI #Digital Imaging for Blood Diseases #AI in cancer detection
13. MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models
    2025/03/19 by Chejian Xu, Jiawei Zhang, Xu, Chejian +44 · 5 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
14. Poly-Guard: Massive Multi-Domain Safety Policy-Grounded Guardrail Dataset
    2025/06/18 by Mintong Kang, Kang, Mintong, Zhaorun Chen +13 · 4 citations
    Engineering · #Transportation Safety and Impact Analysis #Infrastructure Maintenance and Monitoring #Geophysical Methods and Applications
15. 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
16. Beyond Episodic Evaluation: Memory Architectural Bottlenecks in Sequential Embodied Question Answering
    2026/07/23 by Zikui Cai, Kaushal Janga, Tan Dat Dao +15
    #cs.RO