Dataset Generation

Generative AI-Based Effective Malware Detection for Embedded Computing Systems

Authors: Sreenitha Kasarapu, Sanket Shukla, Rakibul Hassan, Avesta Sasan, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao | Published: 2024-04-02 | Updated: 2024-04-12
Dataset Generation
Malware Classification
Malware Detection with Limited Samples
2024.04.02 2025.05.27
Literature Database

A Backdoor Approach with Inverted Labels Using Dirty Label-Flipping Attacks

Authors: Orson Mengara | Published: 2024-03-29 | Updated: 2024-04-07
Dataset Generation
Backdoor Attack
Poisoning
2024.03.29 2025.05.27
Literature Database

Semantic Data Representation for Explainable Windows Malware Detection Models

Authors: Peter Švec, Štefan Balogh, Martin Homola, Ján Kľuka, Tomáš Bisták | Published: 2024-03-18
Watermarking
Dataset Generation
Malware Classification
2024.03.18 2025.05.27
Literature Database

NetBench: A Large-Scale and Comprehensive Network Traffic Benchmark Dataset for Foundation Models

Authors: Chen Qian, Xiaochang Li, Qineng Wang, Gang Zhou, Huajie Shao | Published: 2024-03-15 | Updated: 2024-03-19
Watermarking
Dataset Generation
Network Threat Detection
2024.03.15 2025.05.27
Literature Database

Cross-ecosystem categorization: A manual-curation protocol for the categorization of Java Maven libraries along Python PyPI Topics

Authors: Ranindya Paramitha, Yuan Feng, Fabio Massacci, Carlos E. Budde | Published: 2024-03-10
Dataset Generation
Library Classification
2024.03.10 2025.05.27
Literature Database

Evaluating Efficacy of Model Stealing Attacks and Defenses on Quantum Neural Networks

Authors: Satwik Kundu, Debarshi Kundu, Swaroop Ghosh | Published: 2024-02-18
Dataset Generation
Model Extraction Attack
Defense Method
2024.02.18 2025.05.27
Literature Database

On the Cross-Dataset Generalization of Machine Learning for Network Intrusion Detection

Authors: Marco Cantone, Claudio Marrocco, Alessandro Bria | Published: 2024-02-15
Dataset Generation
Intrusion Detection System
Attack Evaluation
2024.02.15 2025.05.27
Literature Database

CyberMetric: A Benchmark Dataset based on Retrieval-Augmented Generation for Evaluating LLMs in Cybersecurity Knowledge

Authors: Norbert Tihanyi, Mohamed Amine Ferrag, Ridhi Jain, Tamas Bisztray, Merouane Debbah | Published: 2024-02-12 | Updated: 2024-06-03
LLM Performance Evaluation
Cybersecurity
Dataset Generation
2024.02.12 2025.05.27
Literature Database

Large Language Models are Few-shot Generators: Proposing Hybrid Prompt Algorithm To Generate Webshell Escape Samples

Authors: Mingrui Ma, Lansheng Han, Chunjie Zhou | Published: 2024-02-12 | Updated: 2024-06-05
Algorithm
Algorithm Design
Dataset Generation
2024.02.12 2025.05.27
Literature Database

Homograph Attacks on Maghreb Sentiment Analyzers

Authors: Fatima Zahra Qachfar, Rakesh M. Verma | Published: 2024-02-05
LLM Security
Dataset Generation
Model Performance Evaluation
2024.02.05 2025.05.27
Literature Database
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