Sampling-based Pseudo-Likelihood for Membership Inference Attacks

Sampling-based Pseudo-Likelihood for Membership Inference Attacks

17 April 2024

Masahiro Kaneko

Papers citing "Sampling-based Pseudo-Likelihood for Membership Inference Attacks"

11 / 11 papers shown

Title
Be Cautious When Merging Unfamiliar LLMs: A Phishing Model Capable of Stealing Privacy Zhenyuan Guo Yi Shi Wenlong Meng Chen Gong Chengkun Wei Wenzhi Chen MoMe 60 0 0 17 Feb 2025
A Statistical and Multi-Perspective Revisiting of the Membership Inference Attack in Large Language Models Bowen Chen Namgi Han Yusuke Miyao 95 0 0 18 Dec 2024
Detecting Training Data of Large Language Models via Expectation Maximization Gyuwan Kim Yang Li Evangelia Spiliopoulou Jie Ma Miguel Ballesteros William Yang Wang MIALM 90 3 2 10 Oct 2024
Nob-MIAs: Non-biased Membership Inference Attacks Assessment on Large Language Models with Ex-Post Dataset Construction Cédric Eichler Nathan Champeil Nicolas Anciaux Alexandra Bensamoun Héber H. Arcolezi José Maria De Fuentes 38 4 0 12 Aug 2024
Eagle: Ethical Dataset Given from Real Interactions Masahiro Kaneko Danushka Bollegala Timothy Baldwin 38 3 0 22 Feb 2024
Security and Privacy Challenges of Large Language Models: A Survey B. Das M. H. Amini Yanzhao Wu PILM ELM 17 98 0 30 Jan 2024
The Falcon Series of Open Language Models Ebtesam Almazrouei Hamza Alobeidli Abdulaziz Alshamsi Alessandro Cappelli Ruxandra-Aimée Cojocaru ... Quentin Malartic Daniele Mazzotta Badreddine Noune B. Pannier Guilherme Penedo AI4TS ALM 113 389 0 28 Nov 2023
Don't Make Your LLM an Evaluation Benchmark Cheater Kun Zhou Yutao Zhu Zhipeng Chen Wentong Chen Wayne Xin Zhao Xu Chen Yankai Lin Ji-Rong Wen Jiawei Han ELM 105 136 0 03 Nov 2023
Who's Harry Potter? Approximate Unlearning in LLMs Ronen Eldan M. Russinovich MU MoMe 101 172 0 03 Oct 2023
Evaluating Gender Bias of Pre-trained Language Models in Natural Language Inference by Considering All Labels Panatchakorn Anantaprayoon Masahiro Kaneko Naoaki Okazaki 56 16 0 18 Sep 2023
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 267 1,798 0 14 Dec 2020