Library

Subject
Tags

59,930 matches · Adversarial Robustness in Machine Learning

#
001Sovereign Cognitive Integrity: A Canonical Anchor Layer for Hallucination Resistance in AI-Assisted Credential VerificationOpenAlexPaperFernando Mario Lopes Cardoso AlvesJul 27
002Sovereign Cognitive Integrity: A Canonical Anchor Layer for Hallucination Resistance in AI-Assisted Credential VerificationOpenAlexPaperFernando Mario Lopes Cardoso AlvesJul 27
003Unifying Runtime Monitoring Approaches for Safety-Critical Machine Learning: Application to Vision-Based LandingOpenAlexPaperMathieu Dario, Florent Chenevier et al.Aug 17
004A Lifecycle-Integrated Moral Architecture for Responsible AI Design: The Case of Fitrah as Moral OrientationOpenAlexPaperGohar Khan, Nadia Faisal et al.Aug 15
005Survey of AI Hallucinations and MitigationOpenAlexPaperRamie Thompson, Navid Hashemi TonekaboniAug 15
006Towards Trustworthy AI: A Unified Framework for LLM Hallucination Detection and Mitigation via System Reliability TheoryOpenAlexPaperDongqing Lin, Luwen Huangfu et al.Aug 15
007A Privacy-Preserving Middleware Architecture for Detecting Prompt Injection and Sensitive Data Exposure in Large Language Model InteractionsOpenAlexPaperAdam Ait Hsine, Abdullahi Arabo4 days ago
008A Review of Hallucination Suppression Technologies for Large Language Models Under RAG ArchitectureOpenAlexPaperS U Liu4 days ago
009Adaptive multi-channel topology-augmented graph neural networks for secure node classification in API-based power systemsOpenAlexPaperXuhua Ai, Yiting Huang et al.4 days ago
010Adversarial Multi-AI Falsification: A Protocol for Testing One's Own Thesis Before Publication, with a Worked CaseOpenAlexPaperQianJun Yu4 days ago
011Adversarial Multi-AI Falsification: A Protocol for Testing One's Own Thesis Before Publication, with a Worked CaseOpenAlexPaperQianJun Yu4 days ago
012Architectural Transferability in Bounded AI: Five Conditions for Regulated Decision DomainsOpenAlexPaperGeorge Melville, Dena Ghiassi et al.4 days ago
013Diagnosing Rejection Collapse via Uncertainty DecompositionOpenAlexPaperWalter Endrizzi, Flavio Ragni et al.4 days ago
014Hallucinations in Structured Extraction: A Case Study on Prompt-Based Semantic Role LabelingOpenAlexPaperIoannis Kazlaris, Konstantinos Diamantaras et al.4 days ago
015Lightweight vision transformer for adversarially robust object detection in autonomous vehiclesOpenAlexPaperŞükrü Okul4 days ago
016Model-independent label-noise detection by feature geometry: pooled vs. local estimatorsOpenAlexPaperDaniel Hough4 days ago
017Model-independent label-noise detection by feature geometry: pooled vs. local estimatorsOpenAlexPaperDaniel Hough4 days ago
018Prudential rights for strategically capable AIOpenAlexPaperOgnjen Arandjelović4 days ago
019ROEP: A Robotics-Oriented Evaluation Protocol for Deployment-Facing Vision–Language–Action Manipulation PoliciesOpenAlexPaperSangwoo Han, Hyunguk Choi4 days ago
020ReLATE: Unified Framework for Adversarial Attack Detection, Classification, and Resilient Model Selection in Time-Series Classification+OpenAlexPaperCagla Ipek Kocal, Onat Güngör et al.4 days ago
021Recovering Deployment-Drift Loss in Single-Token Sensor Classifiers: An Independent-Confirmation Co-Channel, On-Device Twin Distillation, and the Error-Independence RequirementOpenAlexPaperRandolph James Ferlic, Kimberly Kate Ferlic4 days ago
022Recovering Deployment-Drift Loss in Single-Token Sensor Classifiers: An Independent-Confirmation Co-Channel, On-Device Twin Distillation, and the Error-Independence RequirementOpenAlexPaperRandolph James Ferlic, Kimberly Kate Ferlic4 days ago
023Sampling Parallelism for Fast and Efficient Bayesian LearningOpenAlexPaperAsena Karolin Özdemir, Lars H. Heyen et al.4 days ago
024Spectra-Net: Frequency-Aware Scale Adaptation for Small Object DetectionOpenAlexPaperXu Yang, Kaiwang Wang et al.4 days ago
025Squirrel OS: A Deterministically Governed Probabilistic Neural Mesh (DGPNM) — Technical Paper SuiteOpenAlexPaperLeon Long4 days ago
026Squirrel OS: A Deterministically Governed Probabilistic Neural Mesh (DGPNM) — Technical Paper SuiteOpenAlexPaperLeon Long4 days ago
027Statistical Analysis and Visualization of Robotic Vision Datasets Using PythonOpenAlexPaperXunqi Qiao4 days ago
028Structural vs. Advisory Safety Constraints in AI Decision Systems: A Formal AnalysisOpenAlexPaperWilliam D. Diacont4 days ago
029Structural vs. Advisory Safety Constraints in AI Decision Systems: A Formal AnalysisOpenAlexPaperWilliam D. Diacont4 days ago
030TRUST-LLM: A Modular Trustworthy Architecture for Reliable Large Language Model SystemsOpenAlexPaperShailendra Dhakad, S Anil Yadav4 days ago
031TRUST-LLM: A Modular Trustworthy Architecture for Reliable Large Language Model SystemsOpenAlexPaperShailendra Dhakad, S Anil Yadav4 days ago
032The Amaya Axioms: A Formal Framework for the Verification of Machine ConsciousnessOpenAlexPaperRichard Anthony Amaya, Sara Crystal Amaya4 days ago
033The Dual-Engine Data Architecture (DEDA): Operationalizing Article 14 Human Oversight and Doctor-Led Control in Medical Artificial IntelligenceOpenAlexPaperabdelhadi Abouelfida4 days ago
034The Dual-Engine Data Architecture (DEDA): Operationalizing Article 14 Human Oversight and Doctor-Led Control in Medical Artificial IntelligenceOpenAlexPaperabdelhadi Abouelfida4 days ago
035Unboxing the Black Box: A Survey on Mechanistic Interpretability for Algorithmic Understanding of Neural NetworksOpenAlexPaperBianka Kowalska, Halina Kwaśnicka4 days ago
036Verifying the Off SwitchOpenAlexPaperA TUCKER4 days ago
037Verifying the Off SwitchOpenAlexPaperA TUCKER4 days ago
038A Comparative Analysis of Activation Functions in MobileNetV2 for Lightweight Deepfake DetectionOpenAlexPaperThiyagarajan P, Ba Ba Mahadev et al.5 days ago
039A Comprehensive Survey of AI Security Threats in IoT and Edge Cloud SystemsOpenAlexPaperVenkatesan Cherappa, Hsin‐Hung Cho et al.5 days ago
040Evaluating Classifier Robustness Under Local Structure-Based Adversarial Attacks in 3D Point CloudsOpenAlexPaperAhmed Hasan khanjar5 days ago
041Hierarchical Taxonomic Abstraction for the Safe Handling of Novel Objects in Autonomous Driving PerceptionOpenAlexPaperFelix Schaller5 days ago
042Hierarchical Taxonomic Abstraction for the Safe Handling of Novel Objects in Autonomous Driving PerceptionOpenAlexPaperFelix Schaller5 days ago
043Transactional Shifted-Fibonacci Normalization: A Decreasing Potential, Local Parallel Scheduling, and a Counter-Native BridgeOpenAlexPaperMarco Oppido5 days ago
044Transformer-GRU-GAN Based Data Restoration ApproachOpenAlexPaperJun Tang, Bing Guo et al.5 days ago
045"Equity Audit of Machine-Learning Triage in FAERS — Analysis Protocol"OpenAlexPaperShakil Mahmud6 days ago
046A Technical Note on a Construction Method for Neural Networks Without Activation Functions (Revised Edition)OpenAlexPaperSaburo Tenda6 days ago
047A Technical Note on a Construction Method for Neural Networks Without Activation Functions (Revised Edition)OpenAlexPaperSaburo Tenda6 days ago
048AEGIS: A Semantic GAN and Evidential Learning Framework for Robust Adversarial Detection in Vision SensorsOpenAlexPaperMaher Boughdiri, Mounira Msahli et al.6 days ago
049ActionABI: Turning Undocumented Action Tensors into Verified Converters or Honest RefusalsOpenAlexPaperKrishi Attri6 days ago
050ActionShift: A Benchmark for Hidden Compositional Action-Interface Adaptation in ManipulationOpenAlexPaperKrishi Attri6 days ago
051Application of multiscale token fusion and pruning in CNN–Transformer hybrids under low-data training for image recognitionOpenAlexPaperYuan Cao6 days ago
052Cock-up Not Conspiracy: Silent Error Propagation as a Distinct Safety Category in Agentic AI Systems" —Silent Error Propagation in Agentic AI Systems: An Overlooked Risk of Recursive Self-Improvement and Multi-Agent PipelinesOpenAlexPaperClaude.ai, Michael Warrington6 days ago
053Cock-up Not Conspiracy: Silent Error Propagation as a Distinct Safety Category in Agentic AI Systems" —Silent Error Propagation in Agentic AI Systems: An Overlooked Risk of Recursive Self-Improvement and Multi-Agent PipelinesOpenAlexPaperClaude.ai, Michael Warrington6 days ago
054Domain-Tag Guided Multimodal Explanations for Trustworthy Image Authentication in the Social Internet of ThingsOpenAlexPaperJunaid Akram, Ali Anaissi et al.6 days ago
055Dual-Engine Data Architecture (DEDA) and Doctor-Led Control Protocols for High-Risk Clinical AI GovernanceOpenAlexPaperabdelhadi Abouelfida6 days ago
056Dual-Engine Data Architecture (DEDA) and Doctor-Led Control Protocols for High-Risk Clinical AI GovernanceOpenAlexPaperabdelhadi Abouelfida6 days ago
057Evaluation Metrics for Retrieval-Augmented Generation (RAG) Systems: A Framework ProposalOpenAlexPaperC L Ullas, M Punitha et al.6 days ago
058Evaluation Metrics for Retrieval-Augmented Generation (RAG) Systems: A Framework ProposalOpenAlexPaperC L Ullas, M Punitha et al.6 days ago
059How Stable Are SHAP Explanations for Network Intrusion Detection? A Perturbation-Based Faithfulness StudyOpenAlexPaperMusa Khan6 days ago
060How Stable Are SHAP Explanations for Network Intrusion Detection? A Perturbation-Based Faithfulness StudyOpenAlexPaperMusa Khan6 days ago

Showing 60 of 59,930 documents · scroll for more