Dataset Generation

CryptoQA: A Large-scale Question-answering Dataset for AI-assisted Cryptography

Authors: Mayar Elfares, Pascal Reisert, Tilman Dietz, Manpa Barman, Ahmed Zaki, Ralf Küsters, Andreas Bulling | Published: 2025-12-02
Dataset Generation
Prompt Injection
Prompt leaking

Demystifying Feature Engineering in Malware Analysis of API Call Sequences

Authors: Tianheng Qu, Hongsong Zhu, Limin Sun, Haining Wang, Haiqiang Fei, Zheng He, Zhi Li | Published: 2025-12-01
Cybersecurity
Dataset Generation
Feature Extraction

Evaluating Membership Inference Attacks in heterogeneous-data setups

Authors: Bram van Dartel, Marc Damie, Florian Hahn | Published: 2025-02-26 | Updated: 2025-04-28
Dataset Generation
Privacy Protection
Attack Type

A Novel Approach to Network Traffic Analysis: the HERA tool

Authors: Daniela Pinto, Ivone Amorim, Eva Maia, Isabel Praça | Published: 2025-01-13
Cybersecurity
Dataset Generation
Network Threat Detection

Diffuse or Confuse: A Diffusion Deepfake Speech Dataset

Authors: Anton Firc, Kamil Malinka, Petr Hanáček | Published: 2024-10-09
Dataset Generation
Model Performance Evaluation
Speech Synthesis Technology

Hackphyr: A Local Fine-Tuned LLM Agent for Network Security Environments

Authors: Maria Rigaki, Carlos Catania, Sebastian Garcia | Published: 2024-09-17
Dataset Generation
Framework
Model Performance Evaluation

CaBaGe: Data-Free Model Extraction using ClAss BAlanced Generator Ensemble

Authors: Jonathan Rosenthal, Shanchao Liang, Kevin Zhang, Lin Tan | Published: 2024-09-16
Dataset Generation
Training Data Extraction Method
Model Extraction Attack

DomURLs_BERT: Pre-trained BERT-based Model for Malicious Domains and URLs Detection and Classification

Authors: Abdelkader El Mahdaouy, Salima Lamsiyah, Meryem Janati Idrissi, Hamza Alami, Zakaria Yartaoui, Ismail Berrada | Published: 2024-09-13
Dataset Generation
Malware Classification
Model Performance Evaluation

Advancing Malicious Website Identification: A Machine Learning Approach Using Granular Feature Analysis

Authors: Kinh Tran, Dusan Sovilj | Published: 2024-09-11
Dataset Generation
Model Performance Evaluation
Malicious Website Detection

Revisiting Static Feature-Based Android Malware Detection

Authors: Md Tanvirul Alam, Dipkamal Bhusal, Nidhi Rastogi | Published: 2024-09-11
Dataset Generation
Poisoning
Model Performance Evaluation