conftrace_

detector robustness

3 papers

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Co-occurring keywords · papers mentioning both

machine-generated text (2) machine-written text detection (1) sampling-based decoding (1) writing style personalization (1) detection robustness (1) ai content detection (1) feature inversion (1) ai text detection (1) text perturbation (1) text detection (1)

Papers

When Personalization Tricks Detectors: The Feature-Inversion Trap in Machine-Generated Text Detection ACL 2026 How Sampling Affects the Detectability of Machine-written texts: A Comprehensive Study EMNLP 2025 Navigating the Shadows: Unveiling Effective Disturbances for Modern AI Content Detectors ACL 2024