conftrace_

statistical detection

8 papers

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Co-occurring keywords · papers mentioning both

large language model (3) data contamination (2) statistical method (2) language model (2) text watermarking (2) hypothesis testing (2) performance inflation (1) contamination detection (1) gaussian matrix (1) adaptive attack (1)

Papers

A Likelihood Based Approach for Watermark Detection AISTATS 2025 Min-K%++: Improved Baseline for Pre-Training Data Detection from Large Language Models ICLR 2025 ConStat: Performance-Based Contamination Detection in Large Language Models NeurIPS 2024 Counting Stars is Constant-Degree Optimal For Detecting Any Planted Subgraph: Extended Abstract COLT 2024 Downstream Trade-offs of a Family of Text Watermarks EMNLP 2024 Generating Distributional Adversarial Examples to Evade Statistical Detectors ICML 2022 GLTR: Statistical Detection and Visualization of Generated Text ACL 2019 On the Limitation of Spectral Methods: From the Gaussian Hidden Clique Problem to Rank-One Perturbations of Gaussian Tensors NeurIPS 2015