Invisible Tokens, Visible Bills: The Urgent Need to Audit Hidden Operations in Opaque LLM Services

24 May 2025

Papers citing "Invisible Tokens, Visible Bills: The Urgent Need to Audit Hidden Operations in Opaque LLM Services"

21 / 21 papers shown

Title
Why and How LLMs Hallucinate: Connecting the Dots with Subsequence Associations Yiyou Sun Y. Gai Lijie Chen Abhilasha Ravichander Yejin Choi Basel Alomair HILM 98 2 0 17 Apr 2025
Antidistillation Sampling Yash Savani Asher Trockman Zhili Feng Avi Schwarzschild Alexander Robey Marc Finzi J. Zico Kolter 99 3 0 17 Apr 2025
Are You Getting What You Pay For? Auditing Model Substitution in LLM APIs Will Cai Tianneng Shi Xuandong Zhao Dawn Song 64 6 0 07 Apr 2025
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models Yang Sui Yu-Neng Chuang Guanchu Wang Jiamu Zhang Tianyi Zhang ... Hongyi Liu Andrew Wen Shaochen Zhong Hanjie Chen OffRL ReLM LRM 191 100 0 20 Mar 2025
PlanGenLLMs: A Modern Survey of LLM Planning Capabilities Hui Wei Zihao Zhang Shenghua He Tian Xia Shijia Pan Fei Liu 142 9 0 16 Feb 2025
Commercial LLM Agents Are Already Vulnerable to Simple Yet Dangerous Attacks Ang Li Yin Zhou Vethavikashini Chithrra Raghuram Tom Goldstein Micah Goldblum AAML 164 15 0 12 Feb 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning DeepSeek-AI Daya Guo Dejian Yang Haowei Zhang Junxiao Song ... Shiyu Wang S. Yu Shunfeng Zhou Shuting Pan S.S. Li ReLM VLM OffRL AI4TS LRM 380 1,970 0 22 Jan 2025
Multi-Agent Collaboration Mechanisms: A Survey of LLMs Khanh-Tung Tran Dung Dao Minh-Duong Nguyen Quoc-Viet Pham Barry O'Sullivan Hoang D. Nguyen LLMAG 136 56 0 10 Jan 2025
GPT-4o System Card OpenAI OpenAI : Aaron Hurst Adam Lerer Adam P. Goucher ... Yuchen He Yuchen Zhang Yujia Jin Yunxing Dai Yury Malkov MLLM 204 1,019 0 25 Oct 2024
ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities Jiarui Lu Thomas Holleis Yizhe Zhang Bernhard Aumayer Feng Nan ... Shen Ma Mengyu Li Guoli Yin Zirui Wang Ruoming Pang LLMAG ELM 92 39 0 08 Aug 2024
Great, Now Write an Article About That: The Crescendo Multi-Turn LLM Jailbreak Attack M. Russinovich Ahmed Salem Ronen Eldan 106 98 0 02 Apr 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 58 84 0 11 Mar 2024
Teach LLMs to Phish: Stealing Private Information from Language Models Ashwinee Panda Christopher A. Choquette-Choo Zhengming Zhang Yaoqing Yang Prateek Mittal PILM 106 26 0 01 Mar 2024
Large Language Model-based Human-Agent Collaboration for Complex Task Solving Xueyang Feng Zhiyuan Chen Yujia Qin Yankai Lin Xu Chen Zhiyuan Liu Ji-Rong Wen LLMAG 90 24 0 20 Feb 2024
Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios Shijue Huang Wanjun Zhong Jianqiao Lu Qi Zhu Jiahui Gao ... Yasheng Wang Lifeng Shang Xin Jiang Ruifeng Xu Qun Liu LLMAG 65 38 0 30 Jan 2024
The What, Why, and How of Context Length Extension Techniques in Large Language Models -- A Detailed Survey Saurav Pawar S.M. Towhidul Islam Tonmoy S. M. M. Zaman Vinija Jain Aman Chadha Amitava Das 59 29 0 15 Jan 2024
TaskLAMA: Probing the Complex Task Understanding of Language Models Quan Yuan Mehran Kazemi Xinyuan Xu Isaac Noble Vaiva Imbrasaite Deepak Ramachandran LRM 48 12 0 29 Aug 2023
Provable Robust Watermarking for AI-Generated Text Xuandong Zhao P. Ananth Lei Li Yu-Xiang Wang WaLM 101 184 0 30 Jun 2023
A Watermark for Large Language Models John Kirchenbauer Jonas Geiping Yuxin Wen Jonathan Katz Ian Miers Tom Goldstein VLM WaLM 106 504 0 24 Jan 2023
LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models Chan Hee Song Jiaman Wu Clay Washington Brian M Sadler Wei-Lun Chao Yu-Chuan Su LLMAG LM&Ro 135 418 0 08 Dec 2022
Distillation-Resistant Watermarking for Model Protection in NLP Xuandong Zhao Lei Li Yu-Xiang Wang WaLM 123 20 0 07 Oct 2022