Efficient Detection of LLM-generated Texts with a Bayesian Surrogate
Model

Efficient Detection of LLM-generated Texts with a Bayesian Surrogate Model

26 May 2023

Hongcheng Gao

Papers citing "Efficient Detection of LLM-generated Texts with a Bayesian Surrogate Model"

16 / 16 papers shown

Title
Are You Human? An Adversarial Benchmark to Expose LLMs Gilad Gressel Rahul Pankajakshan Yisroel Mirsky DeLMO 38 1 0 12 Oct 2024
Is Contrasting All You Need? Contrastive Learning for the Detection and Attribution of AI-generated Text Lucio La Cava Davide Costa Andrea Tagarelli DeLMO 40 2 0 12 Jul 2024
Navigating the Shadows: Unveiling Effective Disturbances for Modern AI Content Detectors Ying Zhou Ben He Le Sun DeLMO 36 1 0 13 Jun 2024
Improving Logits-based Detector without Logits from Black-box LLMs Cong Zeng Shengkun Tang Xianjun Yang Yuanzhou Chen Yiyou Sun zhiqiang xu Yao Li Haifeng Chen Wei Cheng Dongkuan Xu DeLMO 68 1 0 07 Jun 2024
Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit's Showerthoughts Tolga Buz Benjamin Frost Nikola Genchev Moritz Schneider Lucie-Aimée Kaffee Gerard de Melo DeLMO 41 9 0 02 May 2024
Experimental Design for Active Transductive Inference in Large Language Models Subhojyoti Mukherjee Anusha Lalitha Aniket Deshmukh Ge Liu Yifei Ma B. Kveton LRM 43 1 0 12 Apr 2024
Humanizing Machine-Generated Content: Evading AI-Text Detection through Adversarial Attack Ying Zhou Xianpei Han Le Sun DeLMO AAML 38 8 0 02 Apr 2024
Whose LLM is it Anyway? Linguistic Comparison and LLM Attribution for GPT-3.5, GPT-4 and Bard Ariel Rosenfeld T. Lazebnik DeLMO 43 7 0 22 Feb 2024
GumbelSoft: Diversified Language Model Watermarking via the GumbelMax-trick Jiayi Fu Xuandong Zhao Ruihan Yang Yuan Zhang Jiangjie Chen Yanghua Xiao WaLM 46 7 0 20 Feb 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Wang Xin Li Luisa Verdoliva Shu Hu 88 58 0 22 Jan 2024
Beyond Turing: A Comparative Analysis of Approaches for Detecting Machine-Generated Text Muhammad Farid Adilazuarda DeLMO 32 0 0 21 Nov 2023
AuthentiGPT: Detecting Machine-Generated Text via Black-Box Language Models Denoising Zhen Guo Shangdi Yu DeLMO 34 10 0 13 Nov 2023
A Survey on Detection of LLMs-Generated Content Xianjun Yang Liangming Pan Xuandong Zhao Haifeng Chen Linda R. Petzold William Y. Wang Wei Cheng DeLMO 40 51 0 24 Oct 2023
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions Junchao Wu Shu Yang Runzhe Zhan Yulin Yuan Derek F. Wong Lidia S. Chao DeLMO 32 22 0 23 Oct 2023
MGTBench: Benchmarking Machine-Generated Text Detection Xinlei He Xinyue Shen Zhenpeng Chen Michael Backes Yang Zhang DeLMO 61 100 0 26 Mar 2023
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,675 0 05 Dec 2016