Extracting Memorized Training Data via Decomposition
Authors: Ellen Su, Anu Vellore, Amy Chang, Raffaele Mura, Blaine Nelson, Paul Kassianik, Amin Karbasi | Published: 2024-09-18 | Updated: 2024-10-01
トレーニングデータ抽出手法
CaBaGe: Data-Free Model Extraction using ClAss BAlanced Generator Ensemble
Authors: Jonathan Rosenthal, Shanchao Liang, Kevin Zhang, Lin Tan | Published: 2024-09-16
Hierarchical Classification for Intrusion Detection System: Effective Design and Empirical Analysis
Authors: Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek, Muna Al-Hawawreh, Md. Alamin Talukder | Published: 2024-03-17
Traces of Memorisation in Large Language Models for Code
Authors: Ali Al-Kaswan, Maliheh Izadi, Arie van Deursen | Published: 2023-12-18 | Updated: 2024-01-15
Scalable Extraction of Training Data from (Production) Language Models
Authors: Milad Nasr, Nicholas Carlini, Jonathan Hayase, Matthew Jagielski, A. Feder Cooper, Daphne Ippolito, Christopher A. Choquette-Choo, Eric Wallace, Florian Tramèr, Katherine Lee | Published: 2023-11-28
When the Curious Abandon Honesty: Federated Learning Is Not Private
Authors: Franziska Boenisch, Adam Dziedzic, Roei Schuster, Ali Shahin Shamsabadi, Ilia Shumailov, Nicolas Papernot | Published: 2021-12-06 | Updated: 2023-04-12
Understanding Training-Data Leakage from Gradients in Neural Networks for Image Classification
Authors: Cangxiong Chen, Neill D. F. Campbell | Published: 2021-11-19
NN-EMD: Efficiently Training Neural Networks using Encrypted Multi-Sourced Datasets
Authors: Runhua Xu, James Joshi, Chao Li | Published: 2020-12-18 | Updated: 2021-04-18
Identification of Metallic Objects using Spectral MPT Signatures: Object Characterisation and Invariants
Authors: P. D. Ledger, B. A. Wilson, A. A. S. Amad, W. R. B. Lionheart | Published: 2020-12-18
Stealing Black-Box Functionality Using The Deep Neural Tree Architecture
Authors: Daniel Teitelman, Itay Naeh, Shie Mannor | Published: 2020-02-23