Julian Jang-Jaccard

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 63

Top Topics

Intrusion Detection

Anomaly Detection

Pseudorandom Number

Moving Target Defense

Top Venues

Publications

Alessandro Tavazzi, Dimitri Percia David, Julian Jang-Jaccard, Alain Mermoud
Measuring Technological Convergence in Encryption Technologies with Proximity Indices: A Text Mining and Bibliometric Analysis using OpenAlex. CoRR (2024)
Aeryn Dunmore, Juliet Samandari, Julian Jang-Jaccard
Matrix Encryption Walks for Lightweight Cryptography. Cryptogr. 7 (3) (2023)
Hooman Alavizadeh, Julian Jang-Jaccard, Simon Yusuf Enoch, Harith Al-Sahaf, Ian Welch, Seyit Ahmet Çamtepe, Dan Dongseong Kim
A Survey on Cyber Situation-awareness Systems: Framework, Techniques, and Insights. ACM Comput. Surv. 55 (5) (2023)
Aeryn Dunmore, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak
A Comprehensive Survey of Generative Adversarial Networks (GANs) in Cybersecurity Intrusion Detection. IEEE Access 11 (2023)
Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Wen Xu, Seyit Camtepe, Aeryn Dunmore
Reconstruction-based LSTM-Autoencoder for Anomaly-based DDoS Attack Detection over Multivariate Time-Series Data. CoRR (2023)
Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh, Paul A. Watters, Seyit Camtepe
Task-Aware Meta Learning-Based Siamese Neural Network for Classifying Control Flow Obfuscated Malware. Future Internet 15 (6) (2023)
Minkyung Lee, Deuk-Hun Kim, Julian Jang-Jaccard, Jin Kwak
Blended threat prediction based on knowledge graph embedding in the IoBE. ICT Express 9 (5) (2023)
Lelisa Adeba Jilcha, Deuk-Hun Kim, Julian Jang-Jaccard, Jin Kwak
Network Intrusion Detection in Internet of Blended Environment Using Ensemble of Heterogeneous Autoencoders (E-HAE). Comput. Syst. Sci. Eng. 46 (3) (2023)
Yuhua Yin, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak
Improving Multilayer-Perceptron(MLP)-based Network Anomaly Detection with Birch Clustering on CICIDS-2017 Dataset. CSCWD (2023)
Yuhua Yin, Julian Jang-Jaccard, Wen Xu, Amardeep Singh, Jinting Zhu, Fariza Sabrina, Jin Kwak
IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset. J. Big Data 10 (1) (2023)
Aeryn Dunmore, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak
Generative Adversarial Networks for Malware Detection: a Survey. CoRR (2023)
Taran Cyriac John, Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch, Julian Jang-Jaccard
Evolving malice scoring models for ransomware detection: An automated approach by utilising genetic programming and cooperative coevolution. Comput. Secur. 129 (2023)
Yuanyuan Wei, Julian Jang-Jaccard, Amardeep Singh, Fariza Sabrina, Seyit Camtepe
Classification and Explanation of Distributed Denial-of-Service (DDoS) Attack Detection using Machine Learning and Shapley Additive Explanation (SHAP) Methods. CoRR (2023)
Wen Xu, Julian Jang-Jaccard, Tong Liu, Fariza Sabrina, Jin Kwak
Improved Bidirectional GAN-Based Approach for Network Intrusion Detection Using One-Class Classifier. Comput. 11 (6) (2022)
Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh, Ian Welch, Harith Al-Sahaf, Seyit Camtepe
A few-shot meta-learning based siamese neural network using entropy features for ransomware classification. Comput. Secur. 117 (2022)
Amardeep Singh, Julian Jang-Jaccard
Autoencoder-based Unsupervised Intrusion Detection using Multi-Scale Convolutional Recurrent Networks. CoRR (2022)
Yuhua Yin, Julian Jang-Jaccard, Nilufar Baghaei
PassImg: A Secure Password Generation and Management Scheme without Storing. CSCWD (2022)
Yuhua Yin, Julian Jang-Jaccard, Wen Xu, Amardeep Singh, Jinting Zhu, Fariza Sabrina, Jin Kwak
IGRF-RFE: A Hybrid Feature Selection Method for MLP-based Network Intrusion Detection on UNSW-NB15 Dataset. CoRR (2022)
Yuhua Yin, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak
Improving Multilayer-Perceptron(MLP)-based Network Anomaly Detection with Birch Clustering on CICIDS-2017 Dataset. CoRR (2022)
Hooman Alavizadeh, Samin Aref, Dong Seong Kim, Julian Jang-Jaccard
Evaluating the Security and Economic Effects of Moving Target Defense Techniques on the Cloud. IEEE Trans. Emerg. Top. Comput. 10 (4) (2022)
Jinting Zhu, Julian Jang-Jaccard, Ian Welch, Harith Al-Sahaf, Seyit Camtepe
A Ransomware Triage Approach using a Task Memory based on Meta-Transfer Learning Framework. CoRR (2022)
Yuanyuan Wei, Julian Jang-Jaccard, Wen Xu, Fariza Sabrina, Seyit Camtepe, Mikael Boulic
LSTM-Autoencoder based Anomaly Detection for Indoor Air Quality Time Series Data. CoRR (2022)
Wen Xu, Julian Jang-Jaccard, Tong Liu, Fariza Sabrina
Training a Bidirectional GAN-based One-Class Classifier for Network Intrusion Detection. CoRR (2022)
Hooman Alavizadeh, Hootan Alavizadeh, Julian Jang-Jaccard
Deep Q-Learning Based Reinforcement Learning Approach for Network Intrusion Detection. Comput. 11 (3) (2022)
Tong Liu, Fariza Sabrina, Julian Jang-Jaccard, Wen Xu, Yuanyuan Wei
Artificial Intelligence-Enabled DDoS Detection for Blockchain-Based Smart Transport Systems. Sensors 22 (1) (2022)
Sibghat Ullah Bazai, Julian Jang-Jaccard, Hooman Alavizadeh
A Novel Hybrid Approach for Multi-Dimensional Data Anonymization for Apache Spark. ACM Trans. Priv. Secur. 25 (1) (2022)
Hooman Alavizadeh, Julian Jang-Jaccard, Tansu Alpcan, Seyit Ahmet Çamtepe
A Game-Theoretic Approach for AI-based Botnet Attack Defence. CoRR (2021)
Hooman Alavizadeh, Jin B. Hong, Dong Seong Kim, Julian Jang-Jaccard
Evaluating the effectiveness of shuffle and redundancy MTD techniques in the cloud. Comput. Secur. 102 (2021)
Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Amardeep Singh, Wen Xu, Seyit Camtepe
AE-MLP: A Hybrid Deep Learning Approach for DDoS Detection and Classification. IEEE Access 9 (2021)
Hooman Alavizadeh, Julian Jang-Jaccard, Simon Yusuf Enoch, Harith Al-Sahaf, Ian Welch, Seyit Ahmet Çamtepe, Dong Seong Kim
A Survey on Threat Situation Awareness Systems: Framework, Techniques, and Insights. CoRR (2021)
Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh, Paul A. Watters, Seyit Camtepe
Task-Aware Meta Learning-based Siamese Neural Network for Classifying Obfuscated Malware. CoRR (2021)
Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Timothy R. McIntosh
MSD-Kmeans: A Hybrid Algorithm for Efficient Detection of Global and Local Outliers. BigDataSE (2021)
Jinting Zhu, Julian Jang-Jaccard, Tong Liu, Jukai Zhou
Joint Spectral Clustering based on Optimal Graph and Feature Selection. Neural Process. Lett. 53 (1) (2021)
Wen Xu, Julian Jang-Jaccard, Amardeep Singh, Yuanyuan Wei, Fariza Sabrina
Improving Performance of Autoencoder-Based Network Anomaly Detection on NSL-KDD Dataset. IEEE Access 9 (2021)
Hooman Alavizadeh, Julian Jang-Jaccard, Tansu Alpcan, Seyit Ahmet Çamtepe
A Markov Game Model for AI-based Cyber Security Attack Mitigation. CoRR (2021)
Amardeep Singh, Julian Jang-Jaccard
Intrusion Detection using Spatial-Temporal features based on Riemannian Manifold. CoRR (2021)
Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh, Ian Welch, Harith Al-Sahaf, Seyit Camtepe
A Few-Shot Meta-Learning based Siamese Neural Network using Entropy Features for Ransomware Classification. CoRR (2021)
Hooman Alavizadeh, Julian Jang-Jaccard, Hootan Alavizadeh
Deep Q-Learning based Reinforcement Learning Approach for Network Intrusion Detection. CoRR (2021)
Fariza Sabrina, Julian Jang-Jaccard
Entitlement-Based Access Control for Smart Cities Using Blockchain. Sensors 21 (16) (2021)
Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Hooman Alavizadeh
Large-Scale Outlier Detection for Low-Cost PM₁₀ Sensors. IEEE Access 8 (2020)
Hooman Alavizadeh, Dong Seong Kim, Julian Jang-Jaccard
Model-based evaluation of combinations of Shuffle and Diversity MTD techniques on the cloud. Future Gener. Comput. Syst. 111 (2020)
Jinting Zhu, Julian Jang-Jaccard, Paul A. Watters
Multi-Loss Siamese Neural Network With Batch Normalization Layer for Malware Detection. IEEE Access 8 (2020)
Hooman Alavizadeh, Samin Aref, Dong Seong Kim, Julian Jang-Jaccard
Evaluating the Security and Economic Effects of Moving Target Defense Techniques on the Cloud. CoRR (2020)
Hootan Alavizadeh, Hooman Alavizadeh, Julian Jang-Jaccard
Cyber Situation Awareness Monitoring and Proactive Response for Enterprises on the Cloud. CoRR (2020)
Hootan Alavizadeh, Hooman Alavizadeh, Julian Jang-Jaccard
Cyber Situation Awareness Monitoring and Proactive Response for Enterprises on the Cloud. TrustCom (2020)
L. Jean Camp, Marthie Grobler, Julian Jang-Jaccard, Christian Probst, Karen Renaud, Paul A. Watters
Measuring Human Resilience in the Face of the Global Epidemiology of Cyber Attacks. HICSS (2019)
Sibghat Ullah Bazai, Julian Jang-Jaccard
SparkDA: RDD-Based High-Performance Data Anonymization Technique for Spark Platform. NSS (2019)
Timothy R. McIntosh, Julian Jang-Jaccard, Paul A. Watters, Teo Susnjak
The Inadequacy of Entropy-Based Ransomware Detection. ICONIP (5) (2019)
Timothy R. McIntosh, Julian Jang-Jaccard, Paul A. Watters, Teo Susnjak
Masquerade Attacks Against Security Software Exclusion Lists. Aust. J. Intell. Inf. Process. Syst. 16 (4) (2019)
Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Timothy R. McIntosh
MSD-Kmeans: A Novel Algorithm for Efficient Detection of Global and Local Outliers. CoRR (2019)
Hootan Alavizadeh, Hooman Alavizadeh, Dong Seong Kim, Julian Jang-Jaccard, Masood Niazi Torshiz
An Automated Security Analysis Framework and Implementation for Cloud. CoRR (2019)
Hooman Alavizadeh, Hootan Alavizadeh, Dong Seong Kim, Julian Jang-Jaccard, Masood Niazi Torshiz
An Automated Security Analysis Framework and Implementation for MTD Techniques on Cloud. ICISC (2019)
Yu Wang, Julian Jang-Jaccard, Mikael Boulic, Robyn Phipps, Chris Chitty, Ryan Weyers, Alfred Moses, Gustavo Olivares, Agate Ponder-Sutton, Chris Cunningham
Deployment issues for integrated open-source - Based indoor air quality school Monitoring Box (SKOMOBO). SAS (2018)
Xuyun Zhang, Julian Jang-Jaccard, Lianyong Qi, Md. Zakirul Alam Bhuiyan, Chang Liu
Privacy Issues in Big Data Mining Infrastructure, Platforms, and Applications. Secur. Commun. Networks 2018 (2018)
Hooman Alavizadeh, Julian Jang-Jaccard, Dong Seong Kim
Evaluation for Combination of Shuffle and Diversity on Moving Target Defense Strategy for Cloud Computing. TrustCom/BigDataSE (2018)
Hooman Alavizadeh, Jin B. Hong, Julian Jang-Jaccard, Dong Seong Kim
Comprehensive Security Assessment of Combined MTD Techniques for the Cloud. MTD@CCS (2018)
Timothy R. McIntosh, Julian Jang-Jaccard, Paul A. Watters
Large Scale Behavioral Analysis of Ransomware Attacks. ICONIP (6) (2018)
Hooman Alavizadeh, Hootan Alavizadeh, Kudakwashe Dube, Dong Seong Kim, Julian Jang-Jaccard, Hans W. Guesgen
A Secure Server-Based Pseudorandom Number Generator Protocol for Mobile Devices. ISPEC (2017)
Hooman Alavizadeh, Dong Seong Kim, Jin B. Hong, Julian Jang-Jaccard
Effective Security Analysis for Combinations of MTD Techniques on Cloud Computing (Short Paper). ISPEC (2017)
Sibghat Ullah Bazai, Julian Jang-Jaccard, Xuyun Zhang
A Privacy Preserving Platform for MapReduce. ATIS (2017)
Sibghat Ullah Bazai, Julian Jang-Jaccard, Ruili Wang
Anonymizing k-NN Classification on MapReduce. MONAMI (2017)
Mehmood Baryalai, Julian Jang-Jaccard, Dongxi Liu
Towards privacy-preserving classification in neural networks. PST (2016)
Julian Jang-Jaccard, Surya Nepal, Branko G. Celler, Bo Yan
WebRTC-based video conferencing service for telehealth. Computing 98 (1-2) (2016)
Julian Jang-Jaccard, Surya Nepal
A survey of emerging threats in cybersecurity. J. Comput. Syst. Sci. 80 (5) (2014)
Surya Nepal, Julian Jang-Jaccard, Branko G. Celler, Bo Yan, Leila Alem
Data architecture for telehealth services research: A case study of home tele-monitoring. CollaborateCom (2013)
Julian Jang-Jaccard, Jane Li, Surya Nepal, Leila Alem
Security analysis of mobile applications: A case study of a collaboration tool in healthcare. CollaborateCom (2013)
Julian Jang-Jaccard, Avnish Manraj, Surya Nepal
Portable key management service for cloud storage. CollaborateCom (2012)