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Julian Jang-Jaccard — most-cited papers & profile · Cybersecurity
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overview
Julian Jang-Jaccard
12
papers ·
35
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Reconstruction-based LSTM-Autoencoder for Anomaly-based DDoS Attack Detection over Multivariate Time-Series Data
2023 · 8 citations
Task-Aware Meta Learning-based Siamese Neural Network for Classifying Obfuscated Malware
2021 · 6 citations
Generative Adversarial Networks for Malware Detection: a Survey
2023 · 6 citations
Classification and Explanation of Distributed Denial-of-Service (DDoS) Attack Detection using Machine Learning and Shapley Additive Explanation (SHAP) Methods
2023 · 5 citations
Improving Multilayer-Perceptron(MLP)-based Network Anomaly Detection with Birch Clustering on CICIDS-2017 Dataset
2022 · 3 citations
Deep Q-Learning based Reinforcement Learning Approach for Network Intrusion Detection
2021 · 2 citations
Relation-aware based Siamese Denoising Autoencoder for Malware Few-shot Classification
2024
Top co-authors
Seyit Camtepe
· 4
Aeryn Dunmore
· 3
Fariza Sabrina
· 3
Amardeep Singh
· 2
Jin Kwak
· 2
Jinting Zhu
· 2
and Hootan Alavizadeh
· 1
Cybersecurity Lab
· 1
Fariza Sabrina
· 1
Harith AI-Sahaf
· 1
Hooman Alavizadeh
· 1
Ian Welch
· 1
Topics
Malware Detection
Adversarial ML
Threat Intelligence
Anomaly Detection
Network Security
Vulnerability Detection