Experimental Validation

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
Network Slicing
Experimental Validation
2024.10.04 2025.05.27
Literature Database

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
Algorithm
Experimental Validation
2024.10.03 2025.05.27
Literature Database

A novel reliability attack of Physical Unclonable Functions

Authors: Gaoxiang Li, Yu Zhuang | Published: 2024-05-21 | Updated: 2024-06-07
FPGA
Experimental Validation
Attack Method
2024.05.21 2025.05.27
Literature Database

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
Privacy Protection
Poisoning
Experimental Validation
2023.11.27 2025.05.28
Literature Database

Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications

Authors: Fengqing Jiang, Zhangchen Xu, Luyao Niu, Boxin Wang, Jinyuan Jia, Bo Li, Radha Poovendran | Published: 2023-11-07 | Updated: 2023-11-29
Prompt Injection
Experimental Validation
Attack Method
2023.11.07 2025.05.28
Literature Database

Assessment of Differentially Private Synthetic Data for Utility and Fairness in End-to-End Machine Learning Pipelines for Tabular Data

Authors: Mayana Pereira, Meghana Kshirsagar, Sumit Mukherjee, Rahul Dodhia, Juan Lavista Ferres, Rafael de Sousa | Published: 2023-10-30
Data Generation
Privacy Technique
Experimental Validation
2023.10.30 2025.05.28
Literature Database

Assessing Robustness via Score-Based Adversarial Image Generation

Authors: Marcel Kollovieh, Lukas Gosch, Yan Scholten, Marten Lienen, Stephan Günnemann | Published: 2023-10-06
Data Generation
Experimental Validation
Defense Method
2023.10.06 2025.05.28
Literature Database

Out of the Cage: How Stochastic Parrots Win in Cyber Security Environments

Authors: Maria Rigaki, Ondřej Lukáš, Carlos A. Catania, Sebastian Garcia | Published: 2023-08-23 | Updated: 2023-08-28
LLM Security
Experimental Validation
Reinforcement Learning Environment
2023.08.23 2025.05.28
Literature Database

An Unbiased Transformer Source Code Learning with Semantic Vulnerability Graph

Authors: Nafis Tanveer Islam, Gonzalo De La Torre Parra, Dylan Manuel, Elias Bou-Harb, Peyman Najafirad | Published: 2023-04-17
Experimental Validation
Vulnerability detection
evaluation metrics
2023.04.17 2025.05.28
Literature Database

Certifiable Black-Box Attacks with Randomized Adversarial Examples: Breaking Defenses with Provable Confidence

Authors: Hanbin Hong, Xinyu Zhang, Binghui Wang, Zhongjie Ba, Yuan Hong | Published: 2023-04-10 | Updated: 2024-09-06
Prompt Injection
Experimental Validation
Attack Evaluation
2023.04.10 2025.05.28
Literature Database
Next page