Risk

Ask about this field

Recent momentum

emerging

0 papers in the last 28 days · 0.0% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

Weekly history

Recent digests

What was published in this field, kept on the site without email delivery.

Period ending 2026-09-14

16 new papers

A weekly snapshot of new work published in Risk.

Inside this field

Focused directions

367 papers

Latest in Risk

Open your feed →
CardsList

  1. CorrRisk-WM: Corridor-Conditioned Risk World Modeling for Safety-Critical Trajectory Planning

    Sep 15, 2026Tingyu Guo, Reza LangariForward-Looking Fault-Risk PredictionTrajectory Prediction

  2. MemRiskBench: Trace-Aware Risk-Preserving Evaluation for Long-Horizon LLM Agents

    Sep 14, 2026Jianhua Jiang, Dongbo Yuan, Weihua LiAI Risk AssessmentLarge Language Model Safety

  3. SIRF: A Spec-Internalized Risk Foundation Model for Industrial Content Risk Control

    Sep 12, 2026Suwan Wu, Yumeng Lin, Pengcheng Yuan +1AI Risk AssessmentChain-Of-Thought

  4. Decoupling Readiness from Release for Tail-Aware Scheduling of Agentic LLM Workflows

    Sep 12, 2026Bochao Feng, Jianjiang Li, Haojie Wang +4Agentic WorkflowsWorkflow Automation and Optimization

  5. Sparsity Regularized and Robust Mean Variance Portfolio Selection Under Ellipsoidal Uncertainty

    Sep 11, 2026Deniz Akkaya, Emre Can Yayla, Buse Şen +1Portfolio OptimizationSparsity

  6. When Information is Worth the Risk: Behavioral Valuation for Hazardous Robotic Exploration

    Sep 11, 2026Alkesh K. Srivastava, Aamodh Suresh, Carlos Nieto-Granda +1AI Risk AssessmentRobot Navigation

  7. Black-Box Red Teaming of Agentic AI: A Taxonomy-Driven Framework for Automated Risk Discovery

    Sep 10, 2026Divyanshu Kumar, Nitin Aravind Birur, Tanay Baswa +2Artificial Intelligence RiskAgentic Evaluations

  8. Cyber-Financial Contagion: Modeling the Propagation of an AI Vendor Compromise Through the Banking System

    Sep 9, 2026Alex LeytesBankingArtificial Intelligence Risk

  9. Subgroup Membership Inference Audits of Differentially Private Synthetic Text

    Sep 9, 2026Yidan Sun, Viktor Schlegel, Srinivasan Nandakumar +2Membership Inference AttacksMembership Inference

  10. X-amine509: Predicting the Practical Risk Level of Enterprise X.509 Certificates

    Sep 8, 2026Cameron Keith, Shubh Patel, JD Kilgallin +1CertificatesSecurity Analysis

  11. Bayesian deep learning integration of geophysical and drilling data for 3D prediction of copper mineralization and drill targeting: a case study from the Kogodai prospect, Rudny Altai

    Sep 8, 2026Margarita Veshchezerova, Egor Barashov, Evgenii Gusev +4Drilling DataGeological Semantic Understanding

  12. Geographically Regularized AUC-Maximizing Personalized Federated Learning

    Sep 8, 2026Mayu Hiraishi, Kensuke Tanioka, Toshio ShimokawaPrivacy-Preserving FrameworkHealthcare

  13. Sharp Structure-Agnostic Minimax Risk for Partial Linear Models

    Sep 7, 2026Haichen Hu, David Simchi-LeviEmpirical Risk MinimizationMinimax

  14. Bag of Tricks or Bag of Myths? Reducing Modeling Complexity with Task Knowledge in Explainable Suicide Risk Assessment

    Sep 7, 2026Shlok Shelat, Shrey Salvi, Souvik Roy +2Suicide RiskRisk Scores

  15. EEG-Driven Decoding Framework for Passenger Hazard Perception in Highly Automated Vehicles

    Sep 7, 2026Yingkai Yang, Ashton Yu Xuan Tan, Bowen Li +10Autonomous DrivingElectroencephalogram

  16. Model Retirement Creates Reproducibility Risk in Biomedical AI Publications

    Sep 7, 2026Nathan Wolfrath, Meghan Conroy, Thomas Kosten +7BiomedicalAcademic Papers

  17. Why Better Models Can Create Riskier Systems: Evidence from LLM Agents in Financial Markets

    Sep 7, 2026Jillian Ross, Eric So, Zoe De Simone +2Multi-Agent Large Language Model SystemsLarge Language Model Agents

  18. ResLearn-XR: Residual Learning for Network Traffic and Quality-of-Experience-Aware Modeling in Extended Reality

    Sep 7, 2026Yoga Suhas Kuruba Manjunath, Jie Gao, Lian ZhaoAccurate Traffic ForecastingResidual Learning

  19. Characterizing Privacy Risks of Quantum Machine Learning with Emergent Quantum-Native Access

    Sep 4, 2026Liou Tang, James Joshi, Ashish KunduQuantum LearningPrivacy Risks and Protection

  20. Risk and Anomaly Identification for Distribution Network Optimal Operation Based on Reinforcement Learning and Uncertainty Quantification

    Sep 3, 2026Ziqi ZhangDistributional Reinforcement LearningUncertainty Quantification

  21. Occupancy-based Quantile Risk Control

    Sep 2, 2026Zihao Shi, Huajun Xi, Bingyi Jing +1Conformal Risk ControlQuantile Regression

  22. Monitoring Web Agents Without Internal Signals: Observable Trajectories and Key-Step Supervision

    Sep 2, 2026Sitong Pan, Yipeng Shen, Yilin Lu +3Web AgentsForward-Looking Fault-Risk Prediction

  23. A systematic Approach to constructing a Chance-and-Risk Matrix for Semiconductor Supply Chains

    Sep 1, 2026Ema Salkić, Alexander Fichtl, Philipp Ulrich +3Software Supply ChainsSemiconductor Manufacturing

  24. Overfitting Mitigation via Singular Value Decomposition in Minimum Bayes Risk Decoding

    Sep 1, 2026Riza Setiawan Soetedjo, Yusuke Sakai, Hidetaka Kamigaito +2Singular Value DecompositionConstrained Decoding Strategies

  25. Spawn Freely, Act Sparingly: Progressive Risk Vesting for Recursive LLM-Agent Trees

    Sep 1, 2026Molly WangAI Risk AssessmentUnsafe Agent Behavior

  26. SoK: When Safe Agents Fail Together: The Security of Multi Agent LLM Systems

    Sep 1, 2026Rui Yang, Junjie Xu, Zhengyu Liu +4Decentralized Multi-Agent SystemMulti-Agent Large Language Model Systems

  27. The Irreversibility Budget: Fleet-Level Risk Accounting and Admission Control for Agent Operating Systems

    Aug 31, 2026Bardia Mohammadi, Laurent BindschaedlerRuntime EnforcementAI Risk Assessment

  28. DIASENTINEL: An Auditable Multi-Agent System for Guideline-Grounded Diabetes Risk Screening

    Aug 31, 2026Yung Wei Shueh, Zhi-Jie Chen, Chia-Hsuan Hsu +9DiabetesRisk Scores

  29. Responsible Integration of AI in Cancer Genomics: Barriers, Risks, and Pathways to Trustworthy Clinical Translation

    Aug 31, 2026Bahar İlgen, Yiannos Tolias, Denise Kühnert +5The Cancer Genome Atlas DatasetsBiomedical

  30. Foundation models for electricity price forecasting and battery arbitrage: Can they replace market-specific forecasting models?

    Aug 31, 2026Arkadiusz Lipiecki, Rafał WeronEnergy ForecastingTime Series Foundation Models

  31. Informative Label Missingness in Multiclass Classification Information Geometry and Excess Risk

    Aug 31, 2026Fariborz Setoudehtazang, Geoffrey J. McLachlanMulticlass ClassificationMissingness

  32. Estimating Population-Risk Curves Along Nonconvex Gradient Flows from the Training Sample

    Aug 31, 2026Mingzhi SongConvex LossWasserstein Gradient Flows

  33. Self-Aware Active Learning Enables Continual Improvement in Autonomous Driving

    Aug 30, 2026Dong Hu, Chao Huang, Carman K. M. Lee +1Autonomous DrivingStochastic Exploration

  34. Random Hazard Forests

    Aug 21, 2026Hemant Ishwaran, Eileen M. Hsich, Udaya B. Kogalur +1Time-To-Event DataRandom Forest

  35. Conditional Validity for Adaptive Modality Acquisition: When the Policy Chooses Its Own Calibration Group

    Aug 16, 2026Melika BaghiCalibrated UncertaintyConstruct Validity

  36. HiRoute: Hierarchical Routed Prompt Tuning for Safety Alignment of Large Language Models

    Aug 13, 2026Fangzhou Chen, Shiji Zhao, Mengyang Wang +4Safety AlignmentSoft Prompt Tuning

  37. Can Vision-Language Models Assess Proxemic Risk from Egocentric Robot Images?

    Aug 12, 2026Vladyslava Rudas, Dmytro KuzmenkoEgocentric VisionSpatial Grounding

  38. Large Language Model-Driven Small-Capitalization Trading: Integrating Financial News Sentiment, Macroeconomic Indicators, and Technical Signals

    Aug 12, 2026Alireza Kargarzadeh, Nariman Khaledian, Navid Parvini +1Financial Sentiment AnalysisFinance Domain

  39. Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\&CK-Aligned Triage as a Worked Instance

    Aug 12, 2026Zhenpeng LiAI Risk AssessmentThreat Models

  40. Asymptotic Risk Calibration for Selective Question Answering

    Aug 12, 2026Shufan Lin, Sijin DongLarge Language Model UncertaintyQuestion

  41. Who Are You Explaining To? A Multi-Agent System for Audience-Aware XAI Narratives

    Aug 11, 2026Francesco Musicco, Danilo Danese, Giuseppe Fasano +3Trustworthy Medical Artificial IntelligenceArtificial Intelligence Systems

  42. Certify or Refuse: A Cross-Model Map for Selective Risk Control with Coverage Floors under Covariate Shift

    Aug 11, 2026Jiamiao Liu, Dewen Qiao, Yu Zhang +1CertificationCovariate Shift

  43. ProbGuard: Calibrated Safety Risk Estimation from LLM Output Distributions

    Aug 11, 2026Xinzhe Huang, Biwu Yao, Kedong Xiu +4Large Language Model SafetyGuardrail

  44. MAP-Graph: Provenance-Aware Shared Memory for Multi-Agent Workflows

    Aug 11, 2026Yiqi Wang, Zihao Yan, Jiaqi Zhang +5Hierarchical Graph MemoryMulti-Agent Workflows

  45. Black-Box Knowledge Transfer across Distinct Feature Sets

    Aug 10, 2026Oh-Ran Kwon, Daeyoung HamTransferable KnowledgeFeature Learning

  46. Unaccountable Delegation, Fading Skills: Mapping the Risks of Workplace AI Agents

    Aug 9, 2026Gabriele La Malfa, Lakmal Meegahapola, Edyta Bogucka +4Artificial Intelligence RiskArtificial Intelligence Agents

  47. When Can Fraud Operations Authorize Automation? A Decision-Support Framework for Fresh Audit Evidence and Review Workload

    Aug 9, 2026Jie DengAlgorithm AuditingFraud Detection

  48. Spatial Heterogeneity-Aware Multi-Hazard Susceptibility and Risk Mapping at Regional Scale

    Aug 8, 2026Aswathi Mundayatt, Siddharth Anil, Hitanshu Seth +1LandslidesForward-Looking Fault-Risk Prediction

  49. Conditional Diffusion for Nonparametric Instrumental Variable Quantile Regression

    Aug 8, 2026Xingdong Feng, Xinhong Jiang, Yuling Jiao +2Quantile RegressionExponential Family

  50. A Minimal κ--τ Logic for Risk-Sensitive Abduction

    Aug 8, 2026Remo PareschiAbductive ReasoningLogic

  51. Protecting patient privacy in clinical foundation models: Technical and legal perspectives

    Aug 7, 2026Sana Tonekaboni, Lena Stempfle, Sasha Ronaghi +4Heuristic Privacy MetricsElectronic Health Record Foundation Models

  52. Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools

    Aug 7, 2026Afreen Alam, Evgenija Popchanovska, Ana Gjorgjevikj +4Artificial Intelligence RiskLarge Language Model Safety

  53. High-dimensional ridgeless least squares interpolation under spiked covariance structures

    Aug 7, 2026Zhijun Liu, Dandan JiangKernel Ridge RegressionCovariance Estimation

  54. An Optimal Agnostic PAC Algorithm

    Aug 6, 2026Markus Engelund Mathiasen, Jian Qian, Nikita ZhivotovskiyOptimal Sample ComplexitySample Complexity

  55. Why AI Detection Fails for Academic Integrity

    Aug 6, 2026Jonathan A. Karr, Grigorii Khvatskii, Ting Hua +1AuthorshipArtificial Intelligence Detection

  56. From Sports to Safety: Benchmarking Proactive Risk Inference in MLLMs

    Aug 6, 2026Jiawei Qiu, Yichen Xu, Jianzhe Ma +5AI Safety AlignmentZero-Shot Accident Detection

  57. Negotiating Risk Boundaries in AI for Policing Through Mixed-Stakeholder Deliberation

    Aug 5, 2026Mackenzie Jorgensen, Jo Reilly, Alex Sutherland +1PolicingDeliberation

  58. A Unified Causal Inference Framework for the Desirability of Outcome Ranking Paradigm in Benefit-Risk Evaluation

    Aug 5, 2026Yuan Feng, Shiyu Shu, Yixin Fang +4Heterogeneous Treatment EffectsCausal Inferences

  59. A Chain Is Only as Strong as Its Weakest Link: A Scoping Review of System Integration Audits in AI

    Aug 5, 2026Leah Davis, Dominic Martin, AJung MoonArtificial Intelligence RiskAlgorithm Auditing

  60. NSF-HRPT: Neural Semantic Field meets Hierarchical Risk Perception Tree for Safety-Critical Scenario Assessment

    Aug 5, 2026Yu Zhao, Jiangyu Pan, Tao Hu +4Autonomous DrivingSafety-Critical Domains