Machine Generated Text: A Comprehensive Survey of Threat Models and
Detection Methods

Machine Generated Text: A Comprehensive Survey of Threat Models and Detection Methods

13 October 2022

Nathalie Japkowicz

Papers citing "Machine Generated Text: A Comprehensive Survey of Threat Models and Detection Methods"

12 / 62 papers shown

Title
A Watermark for Large Language Models John Kirchenbauer Jonas Geiping Yuxin Wen Jonathan Katz Ian Miers Tom Goldstein VLM WaLM 13 460 0 24 Jan 2023
AI vs. Human -- Differentiation Analysis of Scientific Content Generation Yongqiang Ma Jiawei Liu Fan Yi Qikai Cheng Yong Huang Wei Lu Xiaozhong Liu DeLMO 4 56 0 24 Jan 2023
SynSciPass: detecting appropriate uses of scientific text generation Domenic Rosati DeLMO 53 17 0 07 Sep 2022
Locally Typical Sampling Clara Meister Tiago Pimentel Gian Wiher Ryan Cotterell 140 86 0 01 Feb 2022
Control Prefixes for Parameter-Efficient Text Generation Jordan Clive Kris Cao Marek Rei 42 32 0 15 Oct 2021
Machine Learning Featurizations for AI Hacking of Political Systems Nathan Sanders B. Schneier 18 2 0 08 Oct 2021
Artificial Text Detection via Examining the Topology of Attention Maps Laida Kushnareva D. Cherniavskii Vladislav Mikhailov Ekaterina Artemova S. Barannikov A. Bernstein Irina Piontkovskaya D. Piontkovski Evgeny Burnaev 33 49 0 10 Sep 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,777 0 24 Feb 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 253 1,989 0 31 Dec 2020
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 290 1,814 0 14 Dec 2020
Unified Vision-Language Pre-Training for Image Captioning and VQA Luowei Zhou Hamid Palangi Lei Zhang Houdong Hu Jason J. Corso Jianfeng Gao MLLM VLM 252 927 0 24 Sep 2019
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 214 1,326 0 05 Jun 2016