Data Collection

Privacy Preserving In-memory Computing Engine

Authors: Haoran Geng, Jianqiao Mo, Dayane Reis, Jonathan Takeshita, Taeho Jung, Brandon Reagen, Michael Niemier, Xiaobo Sharon Hu | Published: 2023-08-04 | Updated: 2023-08-10
Data Protection Method
Data Collection
Machine Learning Method
2023.08.04 2025.05.28
Literature Database

Cream Skimming the Underground: Identifying Relevant Information Points from Online Forums

Authors: Felipe Moreno-Vera, Mateus Nogueira, Cainã Figueiredo, Daniel Sadoc Menasché, Miguel Bicudo, Ashton Woiwood, Enrico Lovat, Anton Kocheturov, Leandro Pfleger de Aguiar | Published: 2023-08-03
Cyber Attack
Data Collection
Vulnerability Management
2023.08.03 2025.05.28
Literature Database

Can Twitter be used to Acquire Reliable Alerts against Novel Cyber Attacks?

Authors: Dincy R Arikkat, Vinod P., Rafidha Rehiman K. A., Andrea Di Sorbo, Corrado A. Visaggio, Mauro Conti | Published: 2023-06-28
IoC Analysis Method
Data Collection
evaluation metrics
2023.06.28 2025.05.28
Literature Database

Ensemble of Random and Isolation Forests for Graph-Based Intrusion Detection in Containers

Authors: Alfonso Iacovazzi, Shahid Raza | Published: 2023-06-26
Dataset Generation
Data Collection
Malware Detection Method
2023.06.26 2025.05.28
Literature Database

Host-Based Network Intrusion Detection via Feature Flattening and Two-stage Collaborative Classifier

Authors: Zhiyan Chen, Murat Simsek, Burak Kantarci, Mehran Bagheri, Petar Djukic | Published: 2023-06-15
Data Collection
Threat modeling
Computational Efficiency
2023.06.15 2025.05.28
Literature Database

Effective Feature Extraction for Intrusion Detection System using Non-negative Matrix Factorization and Univariate analysis

Authors: Swapnil Mane, Vaibhav Khatavkar, Niranjan Gijare, Pranav Bhendawade | Published: 2023-04-03
Data Collection
Machine Learning Method
Feature Selection Method
2023.04.03 2025.05.28
Literature Database

It Is All About Data: A Survey on the Effects of Data on Adversarial Robustness

Authors: Peiyu Xiong, Michael Tegegn, Jaskeerat Singh Sarin, Shubhraneel Pal, Julia Rubin | Published: 2023-03-17 | Updated: 2023-10-17
Data Collection
Model Performance Evaluation
Fundamentals of Machine Learning
2023.03.17 2025.05.28
Literature Database

Enhancing Vulnerability Prioritization: Data-Driven Exploit Predictions with Community-Driven Insights

Authors: Jay Jacobs, Sasha Romanosky, Octavian Suciu, Benjamin Edwards, Armin Sarabi | Published: 2023-02-27 | Updated: 2023-06-15
Data Collection
Model Performance Evaluation
Vulnerability Prediction
2023.02.27 2025.05.28
Literature Database

Detecting Unknown Encrypted Malicious Traffic in Real Time via Flow Interaction Graph Analysis

Authors: Chuanpu Fu, Qi Li, Ke Xu | Published: 2023-01-31
Data Collection
Encrypted Traffic Detection
Anomaly Detection Method
2023.01.31 2025.05.28
Literature Database

Machine Learning and Port Scans: A Systematic Review

Authors: Jason M. Pittman | Published: 2023-01-31
Automation of Cybersecurity
Data Collection
Vulnerability detection
2023.01.31 2025.05.28
Literature Database
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