conftrace_

black-box detection

14 papers

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Co-occurring keywords

text classification (6793) ai-generated text detection (81) large language model (13587) llm-generated text detection (13) surrogate model (181) black-box verification (4) language model (4599) machine-generated text detection (141) model fingerprinting (32) membership inference (114)

Papers

Open Schrödinger’s Closed Box: Identifying Retrieval Augmented Generation in API-Accessible Large Language Model Services ACL 2026
Where's the Liability in the Generative Era? Recovery-based Black-Box Detection of AI-Generated Content CVPR 2025
ESF: Efficient Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models ACL 2025
MergePrint: Merge-Resistant Fingerprints for Robust Black-box Ownership Verification of Large Language Models ACL 2025
Profiler: Black-box AI-generated Text Origin Detection via Context-aware Inference Pattern Analysis EMNLP 2025
Ghostbuster: Detecting Text Ghostwritten by Large Language Models NAACL 2024
DPDLLM: A Black-box Framework for Detecting Pre-training Data from Large Language Models ACL 2024
DALD: Improving Logits-based Detector without Logits from Black-box LLMs NIPS 2024
Ten Words Only Still Help: Improving Black-Box AI-Generated Text Detection via Proxy-Guided Efficient Re-Sampling IJCAI 2024
TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification ACL 2024
Team Innovative at SemEval-2024 Task 8: Multigenerator, Multidomain, and Multilingual Black-Box Machine-Generated Text Detection SEMEVAL 2024
Text Fluoroscopy: Detecting LLM-Generated Text through Intrinsic Features EMNLP 2024
Team Unibuc - NLP at SemEval-2024 Task 8: Transformer and Hybrid Deep Learning Based Models for Machine-Generated Text Detection SEMEVAL 2024
Beat LLMs at Their Own Game: Zero-Shot LLM-Generated Text Detection via Querying ChatGPT EMNLP 2023