risk assessment

BRI-MH: Behavioral Risk Index for Mental Health — An Interpretable Multimodal LLM-Augmented Framework (Student Abstract) AAAI 2026 ConstructAI: From Real-Time Safety Insight to Skill Growth in Deployed Construction AI Systems AAAI 2026 DialogGuard: Multi-Agent Psychosocial Safety Evaluation Interface of Sensitive LLM Responses ACL 2026 HEV Generative Sandbox: A Framework for Assessing Domain-Specific Social Risks Through Human-LLM Simulation AAAI 2026 How to Contextualize Empirical Data for Risk Analysis with LLMs: A Case Study of Power Outages EACL 2026 Mitigating Noise and Imbalance in Social Governance Graphs for Multi-Type Risk Assessment AAAI 2026 MobileSafetyBench: Evaluating Safety of Autonomous Agents in Mobile Device Control AAAI 2026 Resilience Inference for Supply Chains with Hypergraph Neural Network AAAI 2026 SAFE-QAQ: End-to-End Slow-Thinking Audio-Text Fraud Detection via Reinforcement Learning ACL 2026 WALKSAFE: Risk-aware Graph Random Walk with Bi-GRPO for LLM Safety AAAI 2026 AEGIS2.0: A Diverse AI Safety Dataset and Risks Taxonomy for Alignment of LLM Guardrails NAACL 2025 AIR-BENCH 2024: A Safety Benchmark based on Regulation and Policies Specified Risk Categories ICLR 2025 AutoCVSS: Assessing the Performance of LLMs for Automated Software Vulnerability Scoring EMNLP 2025 Beneath the Facade: Probing Safety Vulnerabilities in LLMs via Auto-Generated Jailbreak Prompts EMNLP 2025 BingoGuard: LLM Content Moderation Tools with Risk Levels ICLR 2025 Cybench: A Framework for Evaluating Cybersecurity Capabilities and Risks of Language Models ICLR 2025 EmoAgent: Assessing and Safeguarding Human-AI Interaction for Mental Health Safety EMNLP 2025 Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk Appetite? EMNLP 2025 Guardians of Trust: Risks and Opportunities for LLMs in Mental Health ACL 2025 Hybrid-Driving: An Autonomous Driving Decision Framework Integrating Large Language Models, Knowledge Graphs and Driving Rules AAAI 2025 Language Models Trained to do Arithmetic Predict Human Risky and Intertemporal Choice ICLR 2025 LongSafety: Evaluating Long-Context Safety of Large Language Models ACL 2025 Lost in Transcription, Found in Distribution Shift: Demystifying Hallucination in Speech Foundation Models ACL 2025 NutriBench: A Dataset for Evaluating Large Language Models in Nutrition Estimation from Meal Descriptions ICLR 2025 OD-RASE: Ontology-Driven Risk Assessment and Safety Enhancement for Autonomous Driving ICCV 2025