CareGuardAI: Context-Aware Multi-Agent Guardrails for Clinical Safety & Hallucination Mitigation in Patient-Facing LLMs
Fuente:
arXiv
Saved in:
| Main Authors: | Nasarian, Elham, Neog, Abhilash, Tsui, Kwok-Leung, HosseiniChimeh, Niyousha |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Designing Interpretable ML System to Enhance Trust in Healthcare: A Systematic Review to Proposed Responsible Clinician-AI-Collaboration Framework
by: Nasarian, Elham, et al.
Published: (2023)
by: Nasarian, Elham, et al.
Published: (2023)
INFA-Guard: Mitigating Malicious Propagation via Infection-Aware Safeguarding in LLM-Based Multi-Agent Systems
by: Zhou, Yijin, et al.
Published: (2026)
by: Zhou, Yijin, et al.
Published: (2026)
Beyond Input Guardrails: Reconstructing Cross-Agent Semantic Flows for Execution-Aware Attack Detection
by: Wei, Yangyang, et al.
Published: (2026)
by: Wei, Yangyang, et al.
Published: (2026)
Hallucination Mitigation with Agentic AI, Nested Learning, and AI Sustainability via Semantic Caching
by: Gosmar, Diego, et al.
Published: (2026)
by: Gosmar, Diego, et al.
Published: (2026)
Second Order State Hallucinations for Adversarial Attack Mitigation in Formation Control of Multi-Agent Systems
by: Patel, Laksh, et al.
Published: (2025)
by: Patel, Laksh, et al.
Published: (2025)
DialogGuard: Multi-Agent Psychosocial Safety Evaluation of Sensitive LLM Responses
by: Luo, Han, et al.
Published: (2025)
by: Luo, Han, et al.
Published: (2025)
Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks
by: Gosmar, Diego, et al.
Published: (2025)
by: Gosmar, Diego, et al.
Published: (2025)
Context-Aware Agent-based Model for Smart Long Distance Transport System
by: Raees, Muhammad, et al.
Published: (2024)
by: Raees, Muhammad, et al.
Published: (2024)
Visual Multi-Agent System: Mitigating Hallucination Snowballing via Visual Flow
by: Yu, Xinlei, et al.
Published: (2025)
by: Yu, Xinlei, et al.
Published: (2025)
SRPG: Semantically Reconstructed Privacy Guard for Zero-Trust Privacy in Educational Multi-Agent Systems
by: Guo, Shuang, et al.
Published: (2025)
by: Guo, Shuang, et al.
Published: (2025)
Conflict Mitigation in Shared Environments using Flow-Aware Multi-Agent Path Finding
by: Heuer, Lukas, et al.
Published: (2026)
by: Heuer, Lukas, et al.
Published: (2026)
MedSentry: Understanding and Mitigating Safety Risks in Medical LLM Multi-Agent Systems
by: Chen, Kai, et al.
Published: (2025)
by: Chen, Kai, et al.
Published: (2025)
Enhancing Clinical Trial Patient Matching through Knowledge Augmentation and Reasoning with Multi-Agent
by: Shi, Hanwen, et al.
Published: (2024)
by: Shi, Hanwen, et al.
Published: (2024)
Human-LLM Synergy in Context-Aware Adaptive Architecture for Scalable Drone Swarm Operation
by: Sadik, Ahmed R., et al.
Published: (2025)
by: Sadik, Ahmed R., et al.
Published: (2025)
The Dynamics of Policy Gradient in Social Dilemmas with Partner Selection
by: Russell, Benedict, et al.
Published: (2026)
by: Russell, Benedict, et al.
Published: (2026)
Guarding a Target Area from a Heterogeneous Group of Cooperative Attackers
by: Lee, Yoonjae, et al.
Published: (2024)
by: Lee, Yoonjae, et al.
Published: (2024)
DECAMP: Towards Scene-Consistent Multi-Agent Motion Prediction with Disentangled Context-Aware Pre-Training
by: Shi, Jianxin, et al.
Published: (2025)
by: Shi, Jianxin, et al.
Published: (2025)
Beyond Curve Fitting: Neuro-Symbolic Agents for Context-Aware Epidemic Forecasting
by: Chae, Joongwon, et al.
Published: (2025)
by: Chae, Joongwon, et al.
Published: (2025)
REFINE: Enhancing Program Repair Agents through Context-Aware Patch Refinement
by: Pabba, Anvith, et al.
Published: (2025)
by: Pabba, Anvith, et al.
Published: (2025)
Multi-Dimensional Summarization Agents with Context-Aware Reasoning over Enterprise Tables
by: Dhanda, Amit
Published: (2025)
by: Dhanda, Amit
Published: (2025)
Enhancing Multi-Agent Consensus through Third-Party LLM Integration: Analyzing Uncertainty and Mitigating Hallucinations in Large Language Models
by: Duan, Zhihua, et al.
Published: (2024)
by: Duan, Zhihua, et al.
Published: (2024)
Hydra: An Agentic Reasoning Approach for Enhancing Adversarial Robustness and Mitigating Hallucinations in Vision-Language Models
by: Chung-En, et al.
Published: (2025)
by: Chung-En, et al.
Published: (2025)
A Safety-Aware Role-Orchestrated Multi-Agent LLM Framework for Behavioral Health Communication Simulation
by: Cho, Ha Na
Published: (2026)
by: Cho, Ha Na
Published: (2026)
AOI: Context-Aware Multi-Agent Operations via Dynamic Scheduling and Hierarchical Memory Compression
by: Bai, Zishan, et al.
Published: (2025)
by: Bai, Zishan, et al.
Published: (2025)
Generative Agent-Based Modeling: Unveiling Social System Dynamics through Coupling Mechanistic Models with Generative Artificial Intelligence
by: Ghaffarzadegan, Navid, et al.
Published: (2023)
by: Ghaffarzadegan, Navid, et al.
Published: (2023)
Safety, Liveness, and Fairness in Quantitative Argumentation Dialogues
by: Ganguly, Arunavo, et al.
Published: (2026)
by: Ganguly, Arunavo, et al.
Published: (2026)
SkillSafetyBench: Evaluating Agent Safety under Skill-Facing Attack Surfaces
by: Jin, Chang, et al.
Published: (2026)
by: Jin, Chang, et al.
Published: (2026)
Emergence in Multi-Agent Systems: A Safety Perspective
by: Altmann, Philipp, et al.
Published: (2024)
by: Altmann, Philipp, et al.
Published: (2024)
Congestion Mitigation Path Planning for Large-Scale Multi-Agent Navigation in Dense Environments
by: Kato, Takuro, et al.
Published: (2025)
by: Kato, Takuro, et al.
Published: (2025)
Logic of Awareness in Agent's Reasoning
by: Kubono, Yudai, et al.
Published: (2023)
by: Kubono, Yudai, et al.
Published: (2023)
MCP4EDA: LLM-Powered Model Context Protocol RTL-to-GDSII Automation with Backend Aware Synthesis Optimization
by: Wang, Yiting, et al.
Published: (2025)
by: Wang, Yiting, et al.
Published: (2025)
Aegis:An Advanced LLM-Based Multi-Agent for Intelligent Functional Safety Engineering
by: Shi, Lu, et al.
Published: (2024)
by: Shi, Lu, et al.
Published: (2024)
Strategy Masking: A Method for Guardrails in Value-based Reinforcement Learning Agents
by: Keane, Jonathan, et al.
Published: (2025)
by: Keane, Jonathan, et al.
Published: (2025)
Collaborative Threat-Aware Autonomy (CTAA)
by: Sharma, Rajnikant, et al.
Published: (2026)
by: Sharma, Rajnikant, et al.
Published: (2026)
GSAR: Typed Grounding for Hallucination Detection and Recovery in Multi-Agent LLMs
by: Kamelhar, Federico A.
Published: (2026)
by: Kamelhar, Federico A.
Published: (2026)
A Multi-LLM Orchestration Engine for Personalized, Context-Rich Assistance
by: Rasal, Sumedh
Published: (2024)
by: Rasal, Sumedh
Published: (2024)
R3R: Decentralized Multi-Agent Collision Avoidance with Infinite-Horizon Safety
by: Vielmetti, Thomas Marshall, et al.
Published: (2025)
by: Vielmetti, Thomas Marshall, et al.
Published: (2025)
Do Mixed-Vendor Multi-Agent LLMs Improve Clinical Diagnosis?
by: Yuan, Grace Chang, et al.
Published: (2026)
by: Yuan, Grace Chang, et al.
Published: (2026)
Ablation Study of a Fairness Auditing Agentic System for Bias Mitigation in Early-Onset Colorectal Cancer Detection
by: Ionescu, Amalia, et al.
Published: (2026)
by: Ionescu, Amalia, et al.
Published: (2026)
Navigating Complexity: Orchestrated Problem Solving with Multi-Agent LLMs
by: Rasal, Sumedh, et al.
Published: (2024)
by: Rasal, Sumedh, et al.
Published: (2024)
Similar Items
-
Designing Interpretable ML System to Enhance Trust in Healthcare: A Systematic Review to Proposed Responsible Clinician-AI-Collaboration Framework
by: Nasarian, Elham, et al.
Published: (2023) -
INFA-Guard: Mitigating Malicious Propagation via Infection-Aware Safeguarding in LLM-Based Multi-Agent Systems
by: Zhou, Yijin, et al.
Published: (2026) -
Beyond Input Guardrails: Reconstructing Cross-Agent Semantic Flows for Execution-Aware Attack Detection
by: Wei, Yangyang, et al.
Published: (2026) -
Hallucination Mitigation with Agentic AI, Nested Learning, and AI Sustainability via Semantic Caching
by: Gosmar, Diego, et al.
Published: (2026) -
Second Order State Hallucinations for Adversarial Attack Mitigation in Formation Control of Multi-Agent Systems
by: Patel, Laksh, et al.
Published: (2025)