Model Performance Evaluation

Intrusion Detection based on Federated Learning: a systematic review

Authors: Jose L. Hernandez-Ramos, Georgios Karopoulos, Efstratios Chatzoglou, Vasileios Kouliaridis, Enrique Marmol, Aurora Gonzalez-Vidal, Georgios Kambourakis | Published: 2023-08-18
Model Performance Evaluation
Intrusion Detection System
Federated Learning
2023.08.18 2025.05.28
Literature Database

A Graph-based Stratified Sampling Methodology for the Analysis of (Underground) Forums

Authors: Giorgio Di Tizio, Gilberto Atondo Siu, Alice Hutchings, Fabio Massacci | Published: 2023-08-18
Data Collection
Model Performance Evaluation
Machine Learning Technology
2023.08.18 2025.05.28
Literature Database

Test-Time Poisoning Attacks Against Test-Time Adaptation Models

Authors: Tianshuo Cong, Xinlei He, Yun Shen, Yang Zhang | Published: 2023-08-16
Poisoning
Model Performance Evaluation
Attack Evaluation
2023.08.16 2025.05.28
Literature Database

Robustness Over Time: Understanding Adversarial Examples’ Effectiveness on Longitudinal Versions of Large Language Models

Authors: Yugeng Liu, Tianshuo Cong, Zhengyu Zhao, Michael Backes, Yun Shen, Yang Zhang | Published: 2023-08-15 | Updated: 2024-05-06
Prompt Injection
Model Performance Evaluation
Robustness Evaluation
2023.08.15 2025.05.28
Literature Database

FedEdge AI-TC: A Semi-supervised Traffic Classification Method based on Trusted Federated Deep Learning for Mobile Edge Computing

Authors: Pan Wang, Zeyi Li, Mengyi Fu, Zixuan Wang, Ze Zhang, MinYao Liu | Published: 2023-08-14
Model Interpretability
Model Performance Evaluation
Federated Learning
2023.08.14 2025.05.28
Literature Database

An Empirical Study on Using Large Language Models to Analyze Software Supply Chain Security Failures

Authors: Tanmay Singla, Dharun Anandayuvaraj, Kelechi G. Kalu, Taylor R. Schorlemmer, James C. Davis | Published: 2023-08-09
Cyber Attack
Prompt Injection
Model Performance Evaluation
2023.08.09 2025.05.28
Literature Database

A Feature Set of Small Size for the PDF Malware Detection

Authors: Ran Liu, Charles Nicholas | Published: 2023-08-09 | Updated: 2023-08-10
Watermarking
Model Performance Evaluation
Feature Selection Method
2023.08.09 2025.05.28
Literature Database

VulLibGen: Generating Names of Vulnerability-Affected Packages via a Large Language Model

Authors: Tianyu Chen, Lin Li, Liuchuan Zhu, Zongyang Li, Xueqing Liu, Guangtai Liang, Qianxiang Wang, Tao Xie | Published: 2023-08-09 | Updated: 2024-05-18
CVE Information Extraction
Model Performance Evaluation
Challenges of Generative Models
2023.08.09 2025.05.28
Literature Database

Is there a Trojan! : Literature survey and critical evaluation of the latest ML based modern intrusion detection systems in IoT environments

Authors: Vishal Karanam | Published: 2023-06-14
Security Analysis
Model Performance Evaluation
Machine Learning Technology
2023.06.14 2025.05.28
Literature Database

JABBERWOCK: A Tool for WebAssembly Dataset Generation and Its Application to Malicious Website Detection

Authors: Chika Komiya, Naoto Yanai, Kyosuke Yamashita, Shingo Okamura | Published: 2023-06-09
Dataset Generation
Model Performance Evaluation
Malicious Website Detection
2023.06.09 2025.05.28
Literature Database
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