Trust the Process: Zero-Knowledge Machine Learning to Enhance Trust in Generative AI Interactions
Authors: Bianca-Mihaela Ganescu, Jonathan Passerat-Palmbach | Published: 2024-02-09
モデル性能評価
IoT Network Traffic Analysis with Deep Learning
Authors: Mei Liu, Leon Yang | Published: 2024-02-06
Homograph Attacks on Maghreb Sentiment Analyzers
Authors: Fatima Zahra Qachfar, Rakesh M. Verma | Published: 2024-02-05
Verifiable evaluations of machine learning models using zkSNARKs
Authors: Tobin South, Alexander Camuto, Shrey Jain, Shayla Nguyen, Robert Mahari, Christian Paquin, Jason Morton, Alex 'Sandy' Pentland | Published: 2024-02-05 | Updated: 2024-05-22
Machine Unlearning in Large Language Models
Authors: Kongyang Chen, Zixin Wang, Bing Mi, Waixi Liu, Shaowei Wang, Xiaojun Ren, Jiaxing Shen | Published: 2024-02-03
Localization of Dummy Data Injection Attacks in Power Systems Considering Incomplete Topological Information: A Spatio-Temporal Graph Wavelet Convolutional Neural Network Approach
Authors: Zhaoyang Qu, Yunchang Dong, Yang Li, Siqi Song, Tao Jiang, Min Li, Qiming Wang, Lei Wang, Xiaoyong Bo, Jiye Zang, Qi Xu | Published: 2024-01-27
A Training Rate and Survival Heuristic for Inference and Robustness Evaluation (TRASHFIRE)
Authors: Charles Meyers, Mohammad Reza Saleh Sedghpour, Tommy Löfstedt, Erik Elmroth | Published: 2024-01-24 | Updated: 2024-09-11
Text Embedding Inversion Security for Multilingual Language Models
Authors: Yiyi Chen, Heather Lent, Johannes Bjerva | Published: 2024-01-22 | Updated: 2024-06-05
Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction
Authors: Md. Alamin Talukder, Md. Manowarul Islam, Md Ashraf Uddin, Khondokar Fida Hasan, Selina Sharmin, Salem A. Alyami, Mohammad Ali Moni | Published: 2024-01-22
Instructional Fingerprinting of Large Language Models
Authors: Jiashu Xu, Fei Wang, Mingyu Derek Ma, Pang Wei Koh, Chaowei Xiao, Muhao Chen | Published: 2024-01-21 | Updated: 2024-04-03