Leakage

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12 papers in the last four weeks, up 71% on the four weeks before. 0.1% of all new papers.

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  1. Scores That Hold, Benchmarks That Leak: Measuring Dataset Contamination in Public Brain-Tumor MRI Classification

    Sep 30, 2026Bhanu Prakash Vangala, Sowmya Guda, Latha Peddi +1Brain Tumor ClassificationMedical Imaging Datasets

    Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO 65211 USA · Government Degree College (Autonomous), Siddipet, Telangana 502103, India · Amar Biotech Private Limited, Kondapur, Hyderabad, Telangana 500084, India

  2. RAGScope: A Leakage-Controlled, Cost-Aware Evidence-Gating Protocol for RAG Hallucination Triage

    Sep 30, 2026Zeming Liu, Qibai Chen, Jingtao Zhang +1LeakageCost-Aware

    Brown University, United States · Independent Researcher, United States · Georgia Institute of Technology, United States

  3. CLeaR: A Unified Framework for Resolving the Leakage-Degradation Dilemma in Style Transfer

    Sep 29, 2026Teng Zhou, Yunhao ChenPhotorealistic Style TransferStyle

    Zhejiang University · Fudan University

  4. The Text Beside the Image: Detection, Utility and Leakage for Trustworthy Multimodal Medical Data and Beyond

    Sep 27, 2026Andreas Maier, Monica Hinrichs-Mayer, Franziska Weber +4Multimodal Clinical DataReference-Guided Multimodal In-Context Verification

    Pattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany · Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany · Universitätsklinikum Erlangen, Germany +1

  5. PrivDrift: Auditing User-Secret Leakage Under Topic Drift in Active LLM Conversations

    Sep 24, 2026Luciano MaldonadoData LeakageDisclosures

    West Virginia University, Morgantown, WV, USA.

  6. Leakage-Safe Machine Learning for Hydrogen Embrittlement Detection in 316L Stainless Steel: A Region-Held-Out Evaluation of Texture and Deep Features in SEM Micrographs

    Sep 23, 2026Muhammad Awais, Muhammad Yaseen, Abdul Shakoor +3Shape-Memory AlloyElectron Microscopy

    Dipartimento di Fisica e Astronomia “G. Galilei”, Università di Padova, Italy · Institute of Physics, Bahauddin Zakariya University, Multan, Pakistan

  7. Beyond Overlap: Estimating the Causal Effect of Benchmark Exposure

    Sep 23, 2026Divyansh SinghLeakageExposure

    University of Florida

  8. Protocol before progress: leakage-aware evaluation of AIS trajectory prediction

    Sep 22, 2026Zobeir Raisi, Vali Mohammad Nazarzehi HadTrajectory ForecastingAutomatic Identification System

    Marine Engineering Faculty, Chabahar Maritime University, Shahid Rigi Blvd., Chabahar, 99717778631, Iran

  9. A Leakage-Aware Multimodal Evaluation Framework for Early Intraoperative Acute Kidney Injury Prediction

    Sep 22, 2026Quang Minh Nguyen, Duc Minh Le, Ho Nhat Minh Nguyen +2Chronic Kidney DiseaseLeakage

    National Economics University, Hanoi, Vietnam

  10. Efficient Architecture Search under Leave-One-Subject-Out Evaluation

    Sep 18, 2026Heinke Hihn, Friedhelm SchwenkerNeural Architecture SearchDeep Learning Architectures

    IT and Engineering Department, IU International University of Applied Sciences, Berlin, Germany · Insitute for Neural Information Procressing, Ulm University, Ulm, Germany

  11. Machine-Learning Assessment of the Predictive Value of Inflammatory Biomarkers for Cognitive Impairment in an Older Hispanic Adult Cohort

    Sep 16, 2026Antony Garcia, Gabrielle Britton, Alcibiades Villarreal +3BiomarkerClinical Prediction

    Worcester Polytechnic Institute, Worcester, MA, USA · Facultad de Ingenier´ıa El´ectrica, Universidad Tecnol´ogica de Panam´a, Panam´a, Panam´a · Centro de Vacunaci´on e Investigaci´on (CEVAXIN), Panam´a, Panam´a +3

  12. AgentLeak: Cloning Stronger LLM Agent Capabilities onto Weaker Agents Beyond Skill Stealing

    Sep 7, 2026Xiaoting Lyu, Yuhong Wu, Yufei Han +6Large Language Model AgentsLeakage

    Xi’an Jiaotong University · INRIA · University of Warwick +1

  13. Ten Architectures, One Error: Shared Failure Modes in Hyperspectral Classification under Spatially Disjoint Evaluation

    Sep 1, 2026Ehsan Faghih, Fatemeh Ashrafi, Marguerite Moore +1Hyperspectral ImageImage Classification

    North Carolina State University, Wilson College of Textiles Raleigh, NC, USA

  14. When Does Online Adaptation Pay on the Edge? A Leakage-Free Evaluation of Warmup, Learning-Rate Selection, and Resource Trade-offs for Time-Series Forecasting

    Sep 1, 2026Takumi Fujimoto, Hiroaki NishiNon-StationarityTime Series Forecasting

    School of Science for Open and Environmental Systems, Graduate School of Science and Technology, Keio University, Yokohama, Japan

  15. Self-Supervised Pretext Tasks for Infant Cry Analysis: A Controlled Comparison and a Cautionary Result on Donateacry

    Aug 31, 2026Luigi SimeoneSelf-Supervised LearningSpeech Encoder

    Independent researcher

  16. Verifiable abstention makes AI leak diagnosis accountable in urban water distribution networks

    Aug 19, 2026Tianwei Mu, Yue Wang, Mingzhe Yuan +8LeakageModel Auditing

    School of Municipal Engineering and Environment, Shenyang Jianzhu University, Shenyang 110168, China. · Guangzhou Institute of Industrial Intelligence, Guangzhou 510000, China. · Key Laboratory of Ecological Restoration of Regional Contaminated Environment, Ministry of Education, College of Environment, Shenyang University, Shenyang 110044, China. +3

  17. Labels Are Not Endpoints: Treatment Leakage and Construct Validity in MCP Agent Security Evaluation

    Aug 13, 2026Rana Muhammad Ahmed, Sabahat AbbasSecurity EvaluationModel Auditing

    Department of Computer Science, Bahria University, Islamabad, Pakistan

  18. Benchmarking Cyberattack Detection in Electric Vehicle Charging Infrastructure with Benign User Updates

    Aug 11, 2026Hannan Chen, Roshni Anna Jacob, Jie ZhangElectric VehiclesThreat Detection

    Department of Mechanical Engineering, The University of Texas at Dallas, Richardson, TX 75080, USA

  19. Status Association Does Not Reliably Predict Decision Leakage

    Aug 10, 2026Abdullah XAssociationsComputational Social Science

    Project AWARE

  20. TRACE: A Multi-Layer Benchmark for Human AI Controller Coordination Under Drift and Failure

    Aug 7, 2026Joshua Zuniga, Srinivasan Subramanian, Ramya Madhuri Narapureddy +1TracesArtificial Intelligence Control

    College of Computing and Software Engineering Kennesaw State University Marietta, GA, USA

  21. MGSB: Manifold Gated Signature Branch Pressure-Domain Baseline Architecture for Two-Phase Pipeline Flows Under Distributional Shift

    Aug 5, 2026Issah Suleiman, Sormeh Serpoosh, Nadine Elkholy +3Mobile Gas Sensor Trajectories Govern Hydrogen Leak DetectionOut-Of-Distribution Detection

  22. WorldCup Arena: Prospective, Leakage-Free Evaluation of Frontier LLMs on a Live Tournament

    Aug 4, 2026Zhenran Wang, Zhonghan Bian, Jinsong Li +1Large Language Model ForecastingCompetition

  23. An AI-Based Decision-Support Pipeline for Day-Ahead Photovoltaic Forecasting

    Aug 3, 2026Fariba Dehghan, Sebastian Stein, Vahid Yazdanpanah +2Energy ForecastingAtmospheric Dynamics

    University of Southampton

  24. Leak It: Per-Document Extraction Beyond Aggregate Membership Inference

    Jul 31, 2026Victor MaricatoLeakageDisclosures

    Karolinska Institutet, Sweden

  25. Modeling Decisions in Blockchain Analytics: A Leakage-Aware Evaluation of Tree-Based vs. Sequential Models

    Jul 29, 2026Michał Bartnicki, Jarosław A. ChudziakBlockchainLeakage

    Faculty of Electronics and Information Technology Warsaw University of Technology, Warsaw, Poland

  26. Agent Skills Matter: Inferring Proprietary Skills from Execution Trajectories

    Jul 28, 2026Jianing Geng, Ruiqi He, Zekun Fei +6Data LeakageLeakage

    Nankai University · Alibaba Group · East China University of Science and Technology +2

  27. Leak-Free Cross-Validated Stacking with Per-Architecture Calibration for Sand-Boil Segmentation in Earthen Levees

    Jul 28, 2026Padam Jung Thapa, Anav Katwal, Ayon Dey +4Cross ValidationWater

    The Center for Advanced Computer Studies (CACS), School of Computing and Informatics, University of Louisiana at Lafayette, Lafayette, LA 70504, USA · Department of Computer Science, LSU New Orleans, New Orleans, LA 70148, USA · US Army Corps of Engineers, Engineer Research and Development Center, Vicksburg, MS 39180, USA

  28. Hold-Out Self-Validation Cannot Certify Photogrammetric Accuracy: Saturation and Blindness to Coherent Distortion

    Jul 25, 2026Behnam AsadiRtk-GnssInspection

    GUT Campus

  29. A Leakage-Free Stacked Ensemble Method for Multiclass Classification

    Jul 24, 2026S. P. Sharmila, Aruna TiwariMulticlass ClassificationEnsemble

    Indian Institute of Technology Indore, Madhya Pradesh, India. · Siddaganga Institute of Technology, Tumakuru, Karnataka, India.

  30. Data Leakage Prevention in Agentic Applications via Preemptive Hardening

    Jul 21, 2026Akansha Shukla, Emily Bellov, Parth Atulbhai Gandhi +2Indirect Prompt InjectionDiverse Hardening Strategies

    Faculty of Computer and Information Science Ben-Gurion University of the Negev Beer-Sheva, Israel

  31. BRIDGE: Bottleneck-Aware Regulator-Set Inference and Diagnosis for Cooperative Gene Regulatory Recovery

    Jul 21, 2026Maryam Rahimimovassagh, Clayton Thomas Barham, Ivan Garibay +1Regulatory NetworksRegulation

    University of Central Florida

  32. When Does Machine Learning Beat Value Sorting? A Three-Dataset Diagnostic of Exposure-Weighted Shipment Prioritization

    Jul 20, 2026Jize LiPrioritizationLogistics

    Boston University, United States

  33. Leakage-Robust Evaluation and Data-Scale Sensitivity of Attention-Enhanced Multi-Task Learning for Joint Fault Diagnosis and Remaining Useful Life Estimation

    Jul 17, 2026Md Mahamudur Rahaman Shamim, Md. Nuruzzaman, Zannatul Ferdus +5Predictive MaintenanceMulti--Task Learning

    Department of Manufacturing Engineering Technology, Western Illinois University, Macomb, IL-61455, USA · Department of Mechanical and Production Engineering, Ahsanullah University of Science and Technology, 141-142 Love Road, Tejgaon Industrial Area, Dhaka, Bangladesh · Master of Science in Industrial/Engineering Management, Trine University, 720 Thunder Dr, Angola, IN 46703, USA +3

  34. Auditing Data Leakage in Whole-Slide Image Multimodal Benchmarks

    Jul 14, 2026Wenhao Zhang, Zhongliang Zhou, John Kang +1Whole-Slide ImagesComputational Pathology

    University of Virginia · Merck & Co., Inc.

  35. The Devil Is in the Leakage: A Disentangled Dual-Purification Framework for High-Fidelity Hairstyle Transfer

    Jul 13, 2026Jijie Li, Jiankuo Zhao, Xiangyu Zhu +1High-FidelityDual-Stream

    SAI, UCAS; MAIS, CASIA Beijing, China · CAIR, HKSIS, CAS Hong Kong, China · SCSE, FIE, M.U.S.T Macau, China

  36. When the Reward Suite Is Leaky: A Preregistered Causal Contrast of Natural Verifier False Positives in RLVR

    Jul 13, 2026Chuyifei ZhangFalse-Negative RateReinforcement Learning With Verifiable Reward

    Beijing Jiaotong University

  37. Evaluating Reliability in Machine Learning Models for Early Chronic Kidney Disease Prediction: A Systematic Review of Data Leakage and Predictor Stability

    Jul 12, 2026Mashrul Hossain, Nafesa Kibria, Fahim ShahriarChronic Kidney DiseaseLeakage

    East West University, Dhaka, Bangladesh

  38. Pitfalls of Administrative Censoring in Survival Models with Time-Indexed Inputs

    Jul 11, 2026Yanqi Xu, Hui Dai, Carlos Fernandez-Granda +2Survival PredictionsSurvival Analysis

    Center for Data Science, New York University · University of Chicagoy · 3NYU Grossman School of Medicine +1

  39. JavaVulBench: A Java Vulnerability Benchmark with Realistic Splits, a Unified Multi-Backend Harness, and a Leakage-Aware Evaluation Mode

    Jul 2, 2026Norbert Sandor Szolnoki, Gabor AntalModel VulnerabilitiesLeakage

    University Of Szeged Szeged, Hungary

  40. No Prompt, No Leaks: A Robust Generative Steganography Framework via Prompt-Free Diffusion

    Jun 30, 2026Jingwen Cai, Fen Xiao, Shuhua Deng +1SteganographyLatent Diffusion Model

    MOE Key Laboratory of Intelligent Computing and Information Processing, Xiangtan University, Xiangtan 411105, China · College of Information Science and Engineering, Hunan Normal University, Changsha 410006, China

  41. Patient-Level Elbow Abnormality Detection: Leakage-Aware Evaluation of Learned Preprocessing, Calibration, and Triage-Oriented Operating Points

    Jun 30, 2026Ahmed Sallam, Ahmet KaplanPreprocessingLeakage

    Biomedical Engineering Department, Istanbul Medipol University, Istanbul, Türkiye · Computer Engineering Department, Istanbul Medipol University, Istanbul, Türkiye

  42. When Does Quality-Aware Multimodal Fusion Matter? A Leakage-Safe Diagnostic for Decision-Level Dependence

    Jun 25, 2026Jaden Moon, Arvind Pillai, Andrew CampbellMultimodal FusionPrecision Recall

    Dartmouth College, United States

  43. Leaking Circuit Secrets: Gradient Leakage Attacks on Graph Neural Networks

    Jun 24, 2026Rupesh Raj Karn, Johann Knechtel, Ozgur SinanogluGradient-Based AttacksGraph Neural Networks

    Center for Cyber Security, New York University, Abu Dhabi, UAE.

  44. A Leakage-Aware Comparative Benchmark of Machine Learning, Deep Learning, and Transformer Models for Reliable Leukemia Detection

    Jun 23, 2026Nisreen AlbzourAcute Myeloid LeukemiaCancer Detection

    School of Systems Science and Industrial Engineering, Binghamton University, Binghamton, NY, USA

  45. FedOT: Ownership Verification and Leakage Tracing via Watermarks for Federated LDMs

    Jun 22, 2026Wenlong Cheng, Yuan Gan, Yunqiu Xu +1Federated LearningDataset Ownership Verification

    Northwest Normal University · The University of Tokyo · National University of Singapore +1

  46. Leakage-Aware Benchmarking of LLM Forecasting: Real-Time Nowcasts as the Decision-Time Input for Macro Factor Ranking

    Jun 21, 2026Mao Guan, Qian ChenLarge Language Model ForecastingLeakage

    Independent Researcher.

  47. TRAP: Benchmark for Task-completion and Resistance to Active Privacy-extraction

    Jun 17, 2026Moon Ye-Bin, Nam Hyeon-Woo, Baek Seong-Eun +2PrivacyLeakage

    Dept. of Electrical Engineering, POSTECH · Grad. School of Artificial Intelligence, POSTECH · Grad. School of Metaverse, KAIST +1

  48. GAS-Leak-LLM: Genetic Algorithm-Based Suffix Optimization for Black-Box LLM Jailbreaking

    Jun 14, 2026Aman Anifer, Vignesh Kumar Kembu, Vishnu M +4Large Language Model JailbreaksViolation

    Department of Computer Applications, Cochin University of Science and Technology, Kerala, India. · Department of Electrical, Computer and Biomedical Engineering, University of Pavia, A. Ferrata, 5, Pavia, 27100, Italy.

  49. Do Transformers Actually Help Intrusion Detection? A Temporal Sequence Evaluation on CIC-IDS2017

    Jun 9, 2026Zach Moczkodan, Hany RagabIntrusion DetectionTransformer Architectures

    Royal Military College of Canada, Kingston, Canada · Department of Electrical and Computer Engineering, Faculty of Engineering, Royal Military College of Canada (RMC), Kingston, Ontario, K7K 7B4, Canada.

  50. In Defense of Information Leakage in Concept-based Models

    Jun 9, 2026Mateo Espinosa ZarlengaDermoscopic Concept Bottleneck ModelsData Leakage

    University of Oxford, UK.

  51. A prior-free blind detection of information leakage from model predictions

    Jun 9, 2026Laurence A. JacobsLeakageData Leakage

    Center for Molecular Cardiology, University of Zurich, Zurich, Switzerland · Center for Complexity Sciences, National University of Mexico, Mexico City, Mexico

  52. SecureClaw: Clawing Back Control of LLM Agents

    Jun 8, 2026Yuhan Ma, Stefan SchmidOpenclawClaw-Like Agent

    1TU Berlin

  53. Pretrained, Frozen, Still Leaking: Auditing Cross-Encoder Attribute Transfer in EEG Foundation Models

    Jun 8, 2026Jianwei TaiElectroencephalography Foundation ModelsAuditory Attention

    School of Internet, Anhui University

  54. PerspectiveGap: A Benchmark for Multi-Agent Orchestration Prompting

    Jun 7, 2026Youran Sun, Xingyu Ren, Kejia Zhang +2Multi-Agent OrchestrationOrchestration

    University of Maryland · The Chinese University of Hong Kong · Stanford University

  55. AI-Augmented Closed-Loop Quality Engineering: A Reference Architecture for Continuous Software Quality Intelligence

    Jun 7, 2026Dimple BajajSoftwareCode Quality

  56. Quadratic integrate-and-fire neurons exhibit less fragmented loss landscapes and outperform leaky integrate-and-fire neurons in spike-based gradient descent

    Jun 2, 2026Carlo Wenig, Raoul-Martin Memmesheimer, Christian KlosLfsr-Based Stochastic Leaky Integrate-And-Fire NeuronNeurons

    University of Bonn · University of Tübingen · University of Illinois Urbana-Champaign

  57. Trans GAN-WT: A Feature Extraction and Interactive Learning-Based Anomaly Detection Model for Wind Turbine Time Series Data

    Jun 2, 2026Jingzhe KangOffshore Wind TurbineGraph Anomaly Detection

    School of Mathematics, Shandong University, Jinan 250100, China

  58. RobustModelMaker: Coupling Bootstrap Stability Selection with Leakage-Safe Nested Cross-Validation for Scientific Machine Learning

    Jun 1, 2026Amanda S BarnardModel SelectionCross Validation

    School of Computing Australian National University Acton, ACT 2601

  59. NumLeak: Public Numeric Benchmarks as Latent Labels in Foundation Models

    May 28, 2026Anany KotawalaLeakageBenchmark Saturation

    Princeton University, Princeton, NJ, USA.

  60. MinhwaNet: Faithful but Insufficient Object Grounding in Korean Folk Painting

    May 26, 2026Joonhyung BaeArtCaptions

    Korea Advanced Institute of Science and Technology (KAIST), South Korea · Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea