Harnessing TI Feeds for Exploitation Detection
Authors: Kajal Patel, Zubair Shafiq, Mateus Nogueira, Daniel Sadoc Menasché, Enrico Lovat, Taimur Kashif, Ashton Woiwood, Matheus Martins | Published: 2024-09-12
Machine Learning Method
Ransomware Detection Using Machine Learning in the Linux Kernel
Authors: Adrian Brodzik, Tomasz Malec-Kruszyński, Wojciech Niewolski, Mikołaj Tkaczyk, Krzysztof Bocianiak, Sok-Yen Loui | Published: 2024-09-10
NoPhish: Efficient Chrome Extension for Phishing Detection Using Machine Learning Techniques
Authors: Leand Thaqi, Arbnor Halili, Kamer Vishi, Blerim Rexha | Published: 2024-09-01
A Novel Self-Attention-Enabled Weighted Ensemble-Based Convolutional Neural Network Framework for Distributed Denial of Service Attack Classification
Authors: Kanthimathi S, Shravan Venkatraman, Jayasankar K S, Pranay Jiljith T, Jashwanth R | Published: 2024-09-01 | Updated: 2024-10-12
Zero-day attack and ransomware detection
Authors: Steven Jabulani Nhlapo, Mike Nkongolo Wa Nkongolo | Published: 2024-08-08
Malicious URL Detection using optimized Hist Gradient Boosting Classifier based on grid search method
Authors: Mohammad Maftoun, Nima Shadkam, Seyedeh Somayeh Salehi Komamardakhi, Zulkefli Mansor, Javad Hassannataj Joloudari | Published: 2024-06-12
Efficient Network Traffic Feature Sets for IoT Intrusion Detection
Authors: Miguel Silva, João Vitorino, Eva Maia, Isabel Praça | Published: 2024-06-12
When Swarm Learning meets energy series data: A decentralized collaborative learning design based on blockchain
Authors: Lei Xu, Yulong Chen, Yuntian Chen, Longfeng Nie, Xuetao Wei, Liang Xue, Dongxiao Zhang | Published: 2024-06-07
Practical Performance of a Distributed Processing Framework for Machine-Learning-based NIDS
Authors: Maho Kajiura, Junya Nakamura | Published: 2024-05-20
Challenging Machine Learning Algorithms in Predicting Vulnerable JavaScript Functions
Authors: Rudolf Ferenc, Péter Hegedűs, Péter Gyimesi, Gábor Antal, Dénes Bán, Tibor Gyimóthy | Published: 2024-05-12