SoK: Memorization in General-Purpose Large Language Models

24 October 2023

Valentin Hartmann

Anshuman Suri

Vincent Bindschaedler

Papers citing "SoK: Memorization in General-Purpose Large Language Models"

22 / 22 papers shown

Title
Accelerating Materials Design via LLM-Guided Evolutionary Search Nikhil Abhyankar Sanchit Kabra Saaketh Desai Chandan K. Reddy 84 0 0 26 Oct 2025
Extracting alignment data in open models Federico Barbero Xiangming Gu Christopher A. Choquette-Choo Chawin Sitawarin Matthew Jagielski Itay Yona Petar Velickovic Ilia Shumailov Jamie Hayes 158 0 0 21 Oct 2025
Improving AGI Evaluation: A Data Science Perspective John Hawkins ELM 88 0 0 02 Oct 2025
Agent-ScanKit: Unraveling Memory and Reasoning of Multimodal Agents via Sensitivity Perturbations Pengzhou Cheng Lingzhong Dong Zeng Wu Zongru Wu Zhuosheng Zhang Chengwei Qin Zhuosheng Zhang Gongshen Liu LLMAG 366 0 0 01 Oct 2025
Unveiling Chain of Step Reasoning for Vision-Language Models with Fine-grained Rewards Honghao Chen Xingzhou Lou Xiaokun Feng Kaiqi Huang Xinlong Wang OffRL LRM 133 1 0 23 Sep 2025
LLM in the Middle: A Systematic Review of Threats and Mitigations to Real-World LLM-based Systems Vitor Hugo Galhardo Moia Igor Jochem Sanz Gabriel Antonio Fontes Rebello Rodrigo Duarte de Meneses Briland Hitaj Ulf Lindqvist 189 0 0 12 Sep 2025
The Synthetic Mirror -- Synthetic Data at the Age of Agentic AI Marcelle Momha 145 1 0 15 Jun 2025
Enigme: Generative Text Puzzles for Evaluating Reasoning in Language Models John Hawkins ReLM LRM 294 0 0 08 May 2025
Understanding Users' Security and Privacy Concerns and Attitudes Towards Conversational AI PlatformsIEEE Symposium on Security and Privacy (S&P), 2025 Mutahar Ali Arjun Arunasalam Habiba Farrukh SILM 336 7 0 09 Apr 2025
Representation in large language models Cameron C. Yetman 227 2 0 03 Jan 2025
SoK: A Systems Perspective on Compound AI Threats and Countermeasures Sarbartha Banerjee Prateek Sahu Mulong Luo Anjo Vahldiek-Oberwagner N. Yadwadkar Mohit Tiwari AAML 265 2 0 20 Nov 2024
On Memorization of Large Language Models in Logical Reasoning Chulin Xie Yangsibo Huang Chiyuan Zhang Da Yu Xinyun Chen Bill Yuchen Lin Bo Li Badih Ghazi Ravi Kumar LRM 388 93 0 30 Oct 2024
Undesirable Memorization in Large Language Models: A Survey Ali Satvaty Suzan Verberne Fatih Turkmen ELM PILM 492 22 0 03 Oct 2024
Replication in Visual Diffusion Models: A Survey and Outlook Wenhao Wang Yifan Sun Zongxin Yang Zhengdong Hu Zhentao Tan Yi Yang 442 15 0 07 Jul 2024
Special Characters Attack: Toward Scalable Training Data Extraction From Large Language Models Yang Bai Ge Pei Jindong Gu Yong Yang Xingjun Ma 252 16 0 09 May 2024
Seeds of Stereotypes: A Large-Scale Textual Analysis of Race and Gender Associations with Diseases in Online Sources Lasse Hyldig Hansen Nikolaj Andersen Jack Gallifant Liam G McCoy James K Stone Nura Izath Marcela Aguirre-Jerez Danielle S Bitterman J. Gichoya Leo Anthony Celi 89 4 0 08 May 2024
U Can't Gen This? A Survey of Intellectual Property Protection Methods for Data in Generative AI Tanja Sarcevic Alicja Karlowicz Rudolf Mayer Ricardo A. Baeza-Yates Andreas Rauber 229 10 0 22 Apr 2024
Verifiable by Design: Aligning Language Models to Quote from Pre-Training Data Jingyu Zhang Marc Marone Tianjian Li Benjamin Van Durme Daniel Khashabi 456 12 0 05 Apr 2024
The Curious Case of Nonverbal Abstract Reasoning with Multi-Modal Large Language Models Kian Ahrabian Zhivar Sourati Kexuan Sun Jiarui Zhang Yifan Jiang Fred Morstatter Jay Pujara LRM 252 13 0 22 Jan 2024
Can Copyright be Reduced to Privacy?Symposium on Foundations of Responsible Computing (FRC), 2023 N. Elkin-Koren Uri Y. Hacohen Roi Livni Shay Moran 224 29 0 24 May 2023
Position: Considerations for Differentially Private Learning with Large-Scale Public PretrainingInternational Conference on Machine Learning (ICML), 2022 Florian Tramèr Gautam Kamath Nicholas Carlini SILM 317 95 0 13 Dec 2022
What Neural Networks Memorize and Why: Discovering the Long Tail via Influence EstimationNeural Information Processing Systems (NeurIPS), 2020 Vitaly Feldman Chiyuan Zhang TDI 474 558 0 09 Aug 2020