false positive rate

EZ-SAVE: Evaluation of Easy-to-Deploy Source Address Validation Policies NSDI 2026 FairGSE: Fairness-Aware Graph Neural Network Without High False Positive Rates AAAI 2026 Reasoning’s Razor: Reasoning Improves Accuracy but Hurts Recall at Critical Operating Points in Safety and Hallucination Detection EACL 2026 Wait! There’s a Way Out: A Decision Mechanism for Forecasting Conversational Derailment ACL 2026 An Online Statistical Framework for Out-of-Distribution Detection ICML 2025 A Practical Examination of AI-Generated Text Detectors for Large Language Models NAACL 2025 Can Watermarked LLMs be Identified by Users via Crafted Prompts? ICLR 2025 Conformal Anomaly Detection in Event Sequences ICML 2025 DAMAGE: Detecting Adversarially Modified AI Generated Text COLING 2025 DyePack: Provably Flagging Test Set Contamination in LLMs Using Backdoors EMNLP 2025 GenAI Content Detection Task 3: Cross-Domain Machine Generated Text Detection Challenge COLING 2025 Interpretable Failure Detection with Human-Level Concepts AAAI 2025 Language Models Learn to Mislead Humans via RLHF ICLR 2025 Online Detection of LLM-Generated Texts via Sequential Hypothesis Testing by Betting ICML 2025 Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction ACL 2025 Statistical Inference for Feature Selection after Optimal Transport-based Domain Adaptation AISTATS 2025 Statistical Test for Feature Selection Pipelines by Selective Inference ICML 2025 A Provable Decision Rule for Out-of-Distribution Detection ICML 2024 Data-Driven Discovery of Design Specifications (Student Abstract) AAAI 2024 Learning Transferable Negative Prompts for Out-of-Distribution Detection CVPR 2024 Membership Inference Attacks against Fine-tuned Large Language Models via Self-prompt Calibration NeurIPS 2024 On the Reliability of Watermarks for Large Language Models ICLR 2024 Risk stratification through class-conditional conformal estimation: A strategy that improves the rule-out performance of MACE in the prehospital setting MLHC 2024 SeTAR: Out-of-Distribution Detection with Selective Low-Rank Approximation NeurIPS 2024 Taming False Positives in Out-of-Distribution Detection with Human Feedback AISTATS 2024