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LIVE · 2026-09-07 05:40 UTC

risk 12 papers this week · -55% WoW

papers mentioning "risk" in title/abstract · 30d window

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Latest Papers

#TitleAuthorsCatDate
1Necessary or Sufficient? Evaluating LLM Explanations With Behavioural EvidenceUrja Pawar, Rajitha Ramanayake, Nabeel Kemal +4cs.AI2026-09-04
2AI for Computational Design Science: A Responsible Human-AI Framework and Case Study on Short-Form Video Safety SurveillanceWenli Zhang, Jiaheng Xie, Zhihe Pan +3cs.AI2026-09-04
3CABAL: Multi-Agent Simulacra for Tracing the Effects of Collusive Bidding in Peer ReviewJicheng Zhou, Kemou Li, Kahim Wong +5cs.AI2026-09-04
#4A Hybrid Predictive Ensemble of Machine Learning and Deep Neural Networks for Early Cardiovascular Disease Risk AssessmentBalaji Venkateswarancs.AI2026-09-04
#5TIER: Threat Implicitness Benchmark for Evaluating LLM Safety BehaviorsThu-Hien Trinh-Thi, Hai-Yen Vong, Thanh-Ha Ung-Dung +1cs.CR2026-09-04
#6Artificial Intelligence in Equity and Crypto Markets: Progress, Profitability Evidence, and the Limits of Automated InvestingLinsen Zhu, Mengqing Caics.AI2026-09-04
#7Adaptation Interfaces for In-Context Tabular Foundation Models in Time-to-Event PredictionMinh-Khoi Pham, Luca Cotugno, Dan Cernei +10cs.LG2026-09-04
#8ReCAST: Restoration-aware Cascaded Stage-wise Training for Obfuscated SMS Risk ClassificationJieyun Huang, Yi Shen, Kaikai Zhao +7cs.CR2026-09-04
#9PAPT++: Risk-Aware Adversarial Tuning and Generation for Single Domain GeneralizationZhipeng Xu, De Cheng, Xinyang Jiang +5cs.CV2026-09-04
#10PACE: Propagation-Aware Collaborative Correction for One-Shot Personalized Federated Graph LearningRuizhe Huang, Chengran Li, Xiaochuan Shics.LG2026-09-04
#11When Financial Fine-tuning Fails: A Three-Level Detectability Analysis of Numerical Hallucination in Domain-Adapted Language ModelsXiaodong Li, Peiwei Liucs.AI2026-09-04
#12Refuse without Refusal: A Structural Analysis of Safety-Tuning Responses for Reducing False Refusals in Language ModelsMinji Kim, Hyounghun Kimcs.CL2026-09-04
#13Model Retirement Creates Reproducibility Risk in Biomedical AI PublicationsNathan Wolfrath, Meghan Conroy, Thomas Kosten +7cs.AI2026-09-04
#14Beyond Code Generation: Reliability, Verification, and Cost Economics in the Agentic Software Development LifecycleHappy Bhatics.SE2026-09-04
#15Harness-agnostic detection and immunization of reward hacking in self-evolving language modelsRongxin Yang, Yang Liu, Shang Luo +10cs.AI2026-09-04
#16Choosing the Right Language Mode at Inference Time for Multilingual ReliabilityEkata Mitra, Ameeta Agrawalcs.CL2026-09-04
#17Leveraging Imperfect Restoration for Data Availability AttackYi Huang, Jeremy Styborski, Mingzhi Lyu +2cs.AI2026-09-04
#18Hidden In Plain Gaze: Gaze Representations as Privacy Controls for Utility and Re-identification Risk in XRCory Ilo, Brendan-David John, Doug A. Bowmancs.CV2026-09-04
#19PatchBench: Evaluating AI Agents for Vulnerability PatchingChihao Shen, Jiacheng Li, Aastha Mahajan +3cs.CR2026-09-03
#20More Criticism Does Not Make a Better Review: EquiReview-RZexing Zhang, Jichao Li, Tianyang Lei +2cs.AI2026-09-03
#21IndicSafeEval: Safety Robustness of Large Language Models under Multilingual Persuasive Jailbreak AttacksSaikat Mondal, Mamta, Deeksha Varshney +2cs.CL2026-09-03
#22Rethinking World Models for Safety-Critical Embodied SystemsKailang Ma, Heye Huang, Inhi Kim +1cs.AI2026-09-03
#23Proactive Service Agents: A Unified Decision Framework, Methods, and EvaluationYan Tang, Tingyu Cao, Yuanbo Tang +2cs.AI2026-09-03
#24Genetic Algorithms for Tractable Bayesian Network Fusion via Pre-Fusion Edge PruningPablo Torrijos, José A. Gámez, José M. Puerta +1cs.NE2026-09-03
#25Resolution-Aware Experimental Design under Partial IdentifiabilitySofianos Panagiotis Fotiascs.LG2026-09-03
#26Towards a Statistical Understanding of Mixture-of-ExpertsSiyuan He, Bokai Yang, Jie Hu +2stat.ML2026-09-03
#27SafeRestore: Detector-Relative Risk Certificates for Selective Industrial Image RestorationShaoliang Yang, Jun Wangcs.CV2026-09-03
#28Mind the Gap: Robustness Risks in PII Detection SystemsAdeel Zafar, Slawomir Nowaczykcs.LG2026-09-03
#29SurgeGen: A Hybrid Generative Diffusion Framework for Storm Surge Scenario SynthesisShunan Zheng, John J. Hasenbeinmath.DS2026-09-03
#30Risk and Anomaly Identification for Distribution Network Optimal Operation Based on Reinforcement Learning and Uncertainty QuantificationZiqi Zhangcs.LG2026-09-03
#31Reducing Catastrophic Risk from AI with Systematic Monitoring and Evaluation of Rogue AI ProgressionT. Bauer, W. P. Kegelmeyer, E. Begoli +15cs.CY2026-09-02
#32RACE-AIMC: Selective Inference for Heterogeneous Analog In-Memory Accelerators at the EdgeOsama Yousuf, Martin Lueker-Bodencs.ET2026-09-02
#33Occupancy-based Quantile Risk ControlZihao Shi, Huajun Xi, Bingyi Jing +1stat.ML2026-09-02
#34Differentially private federated learning with Byzantine-robust aggregation: A cross-domain framework for secure model training in banking and healthcare systemsSrikumar Nayakcs.CR2026-09-02
#35Towards Trustworthy Autonomous Robots: An Explainable AI-Based Decision FrameworkCagri Temelcs.RO2026-09-02
#36Evaluating Graph Neural Networks for Change-Criticality Classification in Maritime Navigation ChartsAbhishek Potnis, Jacob Arndtcs.LG2026-09-02
#37SafeEvolve: Harness-Policy Co-Evolution from Agent Experience for Safety AlignmentQinghua Mao, Wanying Qu, Dadi Guo +8cs.AI2026-09-02
#38Bilevel Coordinated Reflection: A Game-Theoretic Approach to Multi-Agent LLM SystemsYihang Chen, Yuxiang Chen, Yuxuan Huang +3cs.AI2026-09-02
#39Momentum in large-batch training: Polyak enlarges the critical batch size, Nesterov improves data efficiencyJia-Nan Wang, Zixun Huang, Kairui Li +1stat.ML2026-09-02
#40Eliciting ESG Preferences for Reinforcement Learning-Based Portfolio OptimizationGiovanni Dispoto, Marcello Restelli, Carmine Ventreq-fin.PM2026-09-02
#41Predictors of Loneliness in Older Adults Using Multimodal Analysis of Speech and LanguageVinmay Khandode, Sai Karthik Kosuri, Neil K. R. Sehgal +6cs.CL2026-09-02
#42Training seeds and model-selection stability in recommender-system evaluationJuan Manuel Rodriguez, Oleg Lesota, Antonela Tommaselcs.IR2026-09-02
#43Improving Health Literacy through Lay Summarization of Radiological Reports: An Evaluation of BioNER and Retrieval-Augmented GenerationEgecan Çelik Evgin, İlknur Karadeniz, Olcay Taner Yıldızcs.CL2026-09-02
#44Privacy Leakage in Federated Learning: Gradient-Based Client Identity Inference and Defenses for Inertial Sensing in Vehicular Edge NetworksAli Akarma, Toqeer Ali Syed, Muhammad Khan +2cs.CR2026-09-02
#45Privacy-Preserving Topology-Guided Safety for LLM-Based Multi-Agent Systems via Federated Graph LearningJinxi Yu, Eric Hanchen Jiang, Levina Li +6cs.CR2026-09-02
#46LeakageBench: Document-Level Leakage Risk for Redacting Personally Identifiable Information in Document ImagesVishnu Prasad Vijaya Kumar, Santhosh Venkatesh, Ivan P. Yamshchikovcs.CV2026-09-02
#47DMRL: Document-Mediated Reinforcement Learning for Skill Optimization in Advertising RecommendationWei Zhang, Hongji Li, Song Sun +4cs.LG2026-09-02
#48GenCAR: Generative Counterfactual Alignment with Risk-Controlled Selection for Out-of-Distribution RecommendationQianqian Wang, Yunshan Li, Jiawen Zeng +2cs.IR2026-09-02
#49SoK: Where Do Flow Labels Come From? Auditing Label Provenance in Encrypted Traffic BenchmarksSizhe Huang, Shujie Yangcs.NI2026-09-02
#50Semantic Signal-Assisted Inspection and Recovery Allocation in Reverse LogisticsJiani He, Dingyan Shang, Yihua Xu +4cs.AI2026-09-02

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