Logits of API-Protected LLMs Leak Proprietary Information

Logits of API-Protected LLMs Leak Proprietary Information

14 March 2024

Matthew Finlayson

Xiang Ren

Swabha Swayamdipta

Papers citing "Logits of API-Protected LLMs Leak Proprietary Information"

18 / 18 papers shown

Title
Are You Getting What You Pay For? Auditing Model Substitution in LLM APIs Will Cai Tianneng Shi Xuandong Zhao Dawn Song 26 0 0 07 Apr 2025
Beyond Release: Access Considerations for Generative AI Systems Irene Solaiman Rishi Bommasani Dan Hendrycks Ariel Herbert-Voss Yacine Jernite Aviya Skowron Andrew Trask 60 1 0 23 Feb 2025
DP-MemArc: Differential Privacy Transfer Learning for Memory Efficient Language Models Yanming Liu Xinyue Peng Yuwei Zhang Xiaolan Ke Songhang Deng ... Sheng Cheng Xun Wang Jianwei Yin Tianyu Du Xuhong Zhang 70 0 0 21 Feb 2025
Auditing Prompt Caching in Language Model APIs Chenchen Gu Xiang Lisa Li Rohith Kuditipudi Percy Liang Tatsunori Hashimoto 71 0 0 11 Feb 2025
An Efficient Matrix Multiplication Algorithm for Accelerating Inference in Binary and Ternary Neural Networks Mohsen Dehghankar Mahdi Erfanian Abolfazl Asudeh 35 0 0 10 Nov 2024
Aligning LLMs with Individual Preferences via Interaction Shujin Wu May Fung Cheng Qian Jeonghwan Kim Dilek Z. Hakkani-Tür Heng Ji 26 10 0 04 Oct 2024
Pre-trained Encoder Inference: Revealing Upstream Encoders In Downstream Machine Learning Services Shaopeng Fu Xuexue Sun Ke Qing Tianhang Zheng Di Wang AAML MIACV SILM 48 0 0 05 Aug 2024
Operationalizing a Threat Model for Red-Teaming Large Language Models (LLMs) Apurv Verma Satyapriya Krishna Sebastian Gehrmann Madhavan Seshadri Anu Pradhan Tom Ault Leslie Barrett David Rabinowitz John Doucette Nhathai Phan 47 9 0 20 Jul 2024
A Fingerprint for Large Language Models Zhiguang Yang Hanzhou Wu 40 9 0 01 Jul 2024
A Survey on Privacy Attacks Against Digital Twin Systems in AI-Robotics Ivan A. Fernandez Subash Neupane Trisha Chakraborty Shaswata Mitra Sudip Mittal Nisha Pillai Jingdao Chen Shahram Rahimi 52 1 0 27 Jun 2024
From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models Sean Welleck Amanda Bertsch Matthew Finlayson Hailey Schoelkopf Alex Xie Graham Neubig Ilia Kulikov Zaid Harchaoui 33 48 0 24 Jun 2024
Preserving Knowledge in Large Language Model with Model-Agnostic Self-Decompression Zilun Zhang Yutao Sun Tiancheng Zhao Leigang Sha Ruochen Xu Kyusong Lee Jianwei Yin CLL KELM 46 0 0 17 Jun 2024
UniOQA: A Unified Framework for Knowledge Graph Question Answering with Large Language Models Zhuoyang Li Liran Deng Hui Liu Qiaoqiao Liu Junzhao Du RALM 27 4 0 04 Jun 2024
Extracting Prompts by Inverting LLM Outputs Collin Zhang John X. Morris Vitaly Shmatikov 36 15 0 23 May 2024
Large Language Models for Education: A Survey and Outlook Shen Wang Tianlong Xu Hang Li Chaoli Zhang Joleen Liang Jiliang Tang Philip S. Yu Qingsong Wen AI4Ed 33 93 0 26 Mar 2024
Stealing Part of a Production Language Model Nicholas Carlini Daniel Paleka Krishnamurthy Dvijotham Thomas Steinke Jonathan Hayase ... Arthur Conmy Itay Yona Eric Wallace David Rolnick Florian Tramèr MLAU AAML 20 71 0 11 Mar 2024
User Inference Attacks on Large Language Models Nikhil Kandpal Krishna Pillutla Alina Oprea Peter Kairouz Christopher A. Choquette-Choo Zheng Xu SILM AAML 28 15 0 13 Oct 2023
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes Lokesh Nagalapatti Chun-Liang Li Chih-Kuan Yeh Hootan Nakhost Yasuhisa Fujii Alexander Ratner Ranjay Krishna Chen-Yu Lee Tomas Pfister ALM 206 499 0 03 May 2023