Provably effective detection of effective data poisoning attacks
Authors: Jonathan Gallagher, Yasaman Esfandiari, Callen MacPhee, Michael Warren | Published: 2025-01-21
実験的検証
GaussMark: A Practical Approach for Structural Watermarking of Language Models
Authors: Adam Block, Ayush Sekhari, Alexander Rakhlin | Published: 2025-01-17
CaFA: Cost-aware, Feasible Attacks With Database Constraints Against Neural Tabular Classifiers
Authors: Matan Ben-Tov, Daniel Deutch, Nave Frost, Mahmood Sharif | Published: 2025-01-17
Learning-based Detection of GPS Spoofing Attack for Quadrotors
Authors: Pengyu Wang, Zhaohua Yang, Jialu Li, Ling Shi | Published: 2025-01-10
Towards Robust and Accurate Stability Estimation of Local Surrogate Models in Text-based Explainable AI
Authors: Christopher Burger, Charles Walter, Thai Le, Lingwei Chen | Published: 2025-01-03
Post-Hoc Robustness Enhancement in Graph Neural Networks with Conditional Random Fields
Authors: Yassine Abbahaddou, Sofiane Ennadir, Johannes F. Lutzeyer, Fragkiskos D. Malliaros, Michalis Vazirgiannis | Published: 2024-11-08
An Intelligent Native Network Slicing Security Architecture Empowered by Federated Learning
Authors: Rodrigo Moreira, Rodolfo S. Villaca, Moises R. N. Ribeiro, Joberto S. B. Martins, Joao Henrique Correa, Tereza C. Carvalho, Flavio de Oliveira Silva | Published: 2024-10-04
Encryption-Friendly LLM Architecture
Authors: Donghwan Rho, Taeseong Kim, Minje Park, Jung Woo Kim, Hyunsik Chae, Jung Hee Cheon, Ernest K. Ryu | Published: 2024-10-03
A novel reliability attack of Physical Unclonable Functions
Authors: Gaoxiang Li, Yu Zhuang | Published: 2024-05-21 | Updated: 2024-06-07
Using Decentralized Aggregation for Federated Learning with Differential Privacy
Authors: Hadeel Abd El-Kareem, Abd El-Moaty Saleh, Ana Fernández-Vilas, Manuel Fernández-Veiga, asser El-Sonbaty | Published: 2023-11-27