Julian Jang-Jaccard

77 papers B 3C 8Misc 3Journal 52Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Monitoring Transformative Technological Convergence Through LLM-Extracted Semantic Entity Triple Graphs. CoRR Alexander Sternfeld, Andrei Kucharavy, Dimitri Percia David, Alain Mermoud, Julian Jang-Jaccard, Nathan Monnet
2025	J	`jnl`	Multi-Agent Reinforcement Learning in Cybersecurity: From Fundamentals to Applications. CoRR Christoph R. Landolt, Christoph Würsch, Roland Meier, Alain Mermoud, Julian Jang-Jaccard
2025	J	`jnl`	Multimodal Deep Learning for Android Malware Classification. Mach. Learn. Knowl. Extr. James Arrowsmith, Teo Susnjak, Julian Jang-Jaccard
2025	J	`jnl`	Practical Challenges in Executing Shor's Algorithm on Existing Quantum Platforms. CoRR Paul Bagourd, Julian Jang-Jaccard, Vincent Lenders, Alain Mermoud, Torsten Hoefler, Cornelius Hempel
2024	Misc	`conf`	A Markov Game Model for Evaluating Cybersecurity Attacks on Cloud. IWSEC Hooman Alavizadeh, Julian Jang-Jaccard, Hootan Alavizadeh, Tansu Alpcan
2024	—	`conf`	Automated Identification of Emerging Technologies: Open Data Approach. EEKE/AII@iConference Ljiljana Dolamic, Julian Jang-Jaccard, Alain Mermoud, Vincent Lenders
2024	—	`conf`	LLM-Resilient Bibliometrics: Factual Consistency Through Entity Triplet Extraction. EEKE/AII@iConference Alexander Sternfeld, Andrei Kucharavy, Dimitri Percia David, Alain Mermoud, Julian Jang-Jaccard
2024	J	`jnl`	Measuring Technological Convergence in Encryption Technologies with Proximity Indices: A Text Mining and Bibliometric Analysis using OpenAlex. CoRR Alessandro Tavazzi, Dimitri Percia David, Julian Jang-Jaccard, Alain Mermoud
2024	J	`jnl`	Relation-aware based Siamese Denoising Autoencoder for Malware Few-shot Classification. CoRR Jinting Zhu, Julian Jang-Jaccard, Ian Welch, Harith Al-Sahaf, Seyit Camtepe, Aeryn Dunmore, Cybersecurity Lab
2023	J	`jnl`	A Comprehensive Survey of Generative Adversarial Networks (GANs) in Cybersecurity Intrusion Detection. IEEE Access Aeryn Dunmore, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak
2023	J	`jnl`	A Survey on Cyber Situation-awareness Systems: Framework, Techniques, and Insights. ACM Comput. Surv. Hooman Alavizadeh, Julian Jang-Jaccard, Simon Yusuf Enoch, Harith Al-Sahaf, Ian Welch, Seyit Ahmet Çamtepe, Dan Dongseong Kim
2023	J	`jnl`	Blended threat prediction based on knowledge graph embedding in the IoBE. ICT Express Minkyung Lee, Deuk-Hun Kim, Julian Jang-Jaccard, Jin Kwak
2023	J	`jnl`	Classification and Explanation of Distributed Denial-of-Service (DDoS) Attack Detection using Machine Learning and Shapley Additive Explanation (SHAP) Methods. CoRR Yuanyuan Wei, Julian Jang-Jaccard, Amardeep Singh, Fariza Sabrina, Seyit Camtepe
2023	J	`jnl`	Evolving malice scoring models for ransomware detection: An automated approach by utilising genetic programming and cooperative coevolution. Comput. Secur. Taran Cyriac John, Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch, Julian Jang-Jaccard
2023	J	`jnl`	Generative Adversarial Networks for Malware Detection: a Survey. CoRR Aeryn Dunmore, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak
2023	J	`jnl`	IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset. J. Big Data Yuhua Yin, Julian Jang-Jaccard, Wen Xu, Amardeep Singh, Jinting Zhu, Fariza Sabrina, Jin Kwak
2023	C	`conf`	Improving Multilayer-Perceptron(MLP)-based Network Anomaly Detection with Birch Clustering on CICIDS-2017 Dataset. CSCWD Yuhua Yin, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak
2023	J	`jnl`	Matrix Encryption Walks for Lightweight Cryptography. Cryptogr. Aeryn Dunmore, Juliet Samandari, Julian Jang-Jaccard
2023	J	`jnl`	Network Intrusion Detection in Internet of Blended Environment Using Ensemble of Heterogeneous Autoencoders (E-HAE). Comput. Syst. Sci. Eng. Lelisa Adeba Jilcha, Deuk-Hun Kim, Julian Jang-Jaccard, Jin Kwak
2023	J	`jnl`	Reconstruction-based LSTM-Autoencoder for Anomaly-based DDoS Attack Detection over Multivariate Time-Series Data. CoRR Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Wen Xu, Seyit Camtepe, Aeryn Dunmore
2023	J	`jnl`	Task-Aware Meta Learning-Based Siamese Neural Network for Classifying Control Flow Obfuscated Malware. Future Internet Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh, Paul A. Watters, Seyit Camtepe
2022	J	`jnl`	A Novel Hybrid Approach for Multi-Dimensional Data Anonymization for Apache Spark. ACM Trans. Priv. Secur. Sibghat Ullah Bazai, Julian Jang-Jaccard, Hooman Alavizadeh
2022	J	`jnl`	A Ransomware Triage Approach using a Task Memory based on Meta-Transfer Learning Framework. CoRR Jinting Zhu, Julian Jang-Jaccard, Ian Welch, Harith Al-Sahaf, Seyit Camtepe
2022	J	`jnl`	A few-shot meta-learning based siamese neural network using entropy features for ransomware classification. Comput. Secur. Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh, Ian Welch, Harith Al-Sahaf, Seyit Camtepe
2022	J	`jnl`	Artificial Intelligence-Enabled DDoS Detection for Blockchain-Based Smart Transport Systems. Sensors Tong Liu, Fariza Sabrina, Julian Jang-Jaccard, Wen Xu, Yuanyuan Wei
2022	J	`jnl`	Autoencoder-based Unsupervised Intrusion Detection using Multi-Scale Convolutional Recurrent Networks. CoRR Amardeep Singh, Julian Jang-Jaccard
2022	J	`jnl`	Deep Q-Learning Based Reinforcement Learning Approach for Network Intrusion Detection. Comput. Hooman Alavizadeh, Hootan Alavizadeh, Julian Jang-Jaccard
2022	J	`jnl`	Evaluating the Security and Economic Effects of Moving Target Defense Techniques on the Cloud. IEEE Trans. Emerg. Top. Comput. Hooman Alavizadeh, Samin Aref, Dong Seong Kim, Julian Jang-Jaccard
2022	J	`jnl`	IGRF-RFE: A Hybrid Feature Selection Method for MLP-based Network Intrusion Detection on UNSW-NB15 Dataset. CoRR Yuhua Yin, Julian Jang-Jaccard, Wen Xu, Amardeep Singh, Jinting Zhu, Fariza Sabrina, Jin Kwak
2022	J	`jnl`	Improved Bidirectional GAN-Based Approach for Network Intrusion Detection Using One-Class Classifier. Comput. Wen Xu, Julian Jang-Jaccard, Tong Liu, Fariza Sabrina, Jin Kwak
2022	J	`jnl`	Improving Multilayer-Perceptron(MLP)-based Network Anomaly Detection with Birch Clustering on CICIDS-2017 Dataset. CoRR Yuhua Yin, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak
2022	J	`jnl`	LSTM-Autoencoder based Anomaly Detection for Indoor Air Quality Time Series Data. CoRR Yuanyuan Wei, Julian Jang-Jaccard, Wen Xu, Fariza Sabrina, Seyit Camtepe, Mikael Boulic
2022	C	`conf`	PassImg: A Secure Password Generation and Management Scheme without Storing. CSCWD Yuhua Yin, Julian Jang-Jaccard, Nilufar Baghaei
2022	J	`jnl`	Training a Bidirectional GAN-based One-Class Classifier for Network Intrusion Detection. CoRR Wen Xu, Julian Jang-Jaccard, Tong Liu, Fariza Sabrina
2021	J	`jnl`	A Few-Shot Meta-Learning based Siamese Neural Network using Entropy Features for Ransomware Classification. CoRR Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh, Ian Welch, Harith Al-Sahaf, Seyit Camtepe
2021	J	`jnl`	A Game-Theoretic Approach for AI-based Botnet Attack Defence. CoRR Hooman Alavizadeh, Julian Jang-Jaccard, Tansu Alpcan, Seyit Ahmet Çamtepe
2021	J	`jnl`	A Markov Game Model for AI-based Cyber Security Attack Mitigation. CoRR Hooman Alavizadeh, Julian Jang-Jaccard, Tansu Alpcan, Seyit Ahmet Çamtepe
2021	J	`jnl`	A Survey on Threat Situation Awareness Systems: Framework, Techniques, and Insights. CoRR Hooman Alavizadeh, Julian Jang-Jaccard, Simon Yusuf Enoch, Harith Al-Sahaf, Ian Welch, Seyit Ahmet Çamtepe, Dong Seong Kim
2021	J	`jnl`	AE-MLP: A Hybrid Deep Learning Approach for DDoS Detection and Classification. IEEE Access Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Amardeep Singh, Wen Xu, Seyit Camtepe
2021	J	`jnl`	Deep Q-Learning based Reinforcement Learning Approach for Network Intrusion Detection. CoRR Hooman Alavizadeh, Julian Jang-Jaccard, Hootan Alavizadeh
2021	J	`jnl`	Entitlement-Based Access Control for Smart Cities Using Blockchain. Sensors Fariza Sabrina, Julian Jang-Jaccard
2021	J	`jnl`	Evaluating the effectiveness of shuffle and redundancy MTD techniques in the cloud. Comput. Secur. Hooman Alavizadeh, Jin B. Hong, Dong Seong Kim, Julian Jang-Jaccard
2021	J	`jnl`	Improving Performance of Autoencoder-Based Network Anomaly Detection on NSL-KDD Dataset. IEEE Access Wen Xu, Julian Jang-Jaccard, Amardeep Singh, Yuanyuan Wei, Fariza Sabrina
2021	J	`jnl`	Intrusion Detection using Spatial-Temporal features based on Riemannian Manifold. CoRR Amardeep Singh, Julian Jang-Jaccard
2021	J	`jnl`	Joint Spectral Clustering based on Optimal Graph and Feature Selection. Neural Process. Lett. Jinting Zhu, Julian Jang-Jaccard, Tong Liu, Jukai Zhou
2021	—	`conf`	MSD-Kmeans: A Hybrid Algorithm for Efficient Detection of Global and Local Outliers. BigDataSE Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Timothy R. McIntosh
2021	J	`jnl`	Task-Aware Meta Learning-based Siamese Neural Network for Classifying Obfuscated Malware. CoRR Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh, Paul A. Watters, Seyit Camtepe
2020	B	`conf`	Cyber Situation Awareness Monitoring and Proactive Response for Enterprises on the Cloud. TrustCom Hootan Alavizadeh, Hooman Alavizadeh, Julian Jang-Jaccard
2020	J	`jnl`	Cyber Situation Awareness Monitoring and Proactive Response for Enterprises on the Cloud. CoRR Hootan Alavizadeh, Hooman Alavizadeh, Julian Jang-Jaccard
2020	J	`jnl`	Evaluating the Security and Economic Effects of Moving Target Defense Techniques on the Cloud. CoRR Hooman Alavizadeh, Samin Aref, Dong Seong Kim, Julian Jang-Jaccard
2020	J	`jnl`	Large-Scale Outlier Detection for Low-Cost PM₁₀ Sensors. IEEE Access Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Hooman Alavizadeh
2020	J	`jnl`	Model-based evaluation of combinations of Shuffle and Diversity MTD techniques on the cloud. Future Gener. Comput. Syst. Hooman Alavizadeh, Dong Seong Kim, Julian Jang-Jaccard
2020	J	`jnl`	Multi-Loss Siamese Neural Network With Batch Normalization Layer for Malware Detection. IEEE Access Jinting Zhu, Julian Jang-Jaccard, Paul A. Watters
2019	J	`jnl`	An Automated Security Analysis Framework and Implementation for Cloud. CoRR Hootan Alavizadeh, Hooman Alavizadeh, Dong Seong Kim, Julian Jang-Jaccard, Masood Niazi Torshiz
2019	Misc	`conf`	An Automated Security Analysis Framework and Implementation for MTD Techniques on Cloud. ICISC Hooman Alavizadeh, Hootan Alavizadeh, Dong Seong Kim, Julian Jang-Jaccard, Masood Niazi Torshiz
2019	Misc	`ed.`	Information Security and Privacy - 24th Australasian Conference, ACISP 2019, Christchurch, New Zealand, July 3-5, 2019, Proceedings ACISP Julian Jang-Jaccard, Fuchun Guo
2019	J	`jnl`	MSD-Kmeans: A Novel Algorithm for Efficient Detection of Global and Local Outliers. CoRR Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Timothy R. McIntosh
2019	J	`jnl`	Masquerade Attacks Against Security Software Exclusion Lists. Aust. J. Intell. Inf. Process. Syst. Timothy R. McIntosh, Julian Jang-Jaccard, Paul A. Watters, Teo Susnjak
2019	—	`conf`	Measuring Human Resilience in the Face of the Global Epidemiology of Cyber Attacks. HICSS L. Jean Camp, Marthie Grobler, Julian Jang-Jaccard, Christian Probst, Karen Renaud, Paul A. Watters
2019	—	`ch.`	Scalable Big Data Privacy with MapReduce. Encyclopedia of Big Data Technologies Sibghat Ullah Bazai, Julian Jang-Jaccard, Xuyun Zhang
2019	B	`conf`	SparkDA: RDD-Based High-Performance Data Anonymization Technique for Spark Platform. NSS Sibghat Ullah Bazai, Julian Jang-Jaccard
2019	—	`conf`	The Inadequacy of Entropy-Based Ransomware Detection. ICONIP (5) Timothy R. McIntosh, Julian Jang-Jaccard, Paul A. Watters, Teo Susnjak
2018	—	`conf`	Comprehensive Security Assessment of Combined MTD Techniques for the Cloud. MTD@CCS Hooman Alavizadeh, Jin B. Hong, Julian Jang-Jaccard, Dong Seong Kim
2018	B	`conf`	Deployment issues for integrated open-source - Based indoor air quality school Monitoring Box (SKOMOBO). SAS Yu Wang, Julian Jang-Jaccard, Mikael Boulic, Robyn Phipps, Chris Chitty, Ryan Weyers, Alfred Moses, Gustavo Olivares, Agate Ponder-Sutton, Chris Cunningham
2018	—	`conf`	Evaluation for Combination of Shuffle and Diversity on Moving Target Defense Strategy for Cloud Computing. TrustCom/BigDataSE Hooman Alavizadeh, Julian Jang-Jaccard, Dong Seong Kim
2018	—	`conf`	Large Scale Behavioral Analysis of Ransomware Attacks. ICONIP (6) Timothy R. McIntosh, Julian Jang-Jaccard, Paul A. Watters
2018	J	`jnl`	Privacy Issues in Big Data Mining Infrastructure, Platforms, and Applications. Secur. Commun. Networks Xuyun Zhang, Julian Jang-Jaccard, Lianyong Qi, Md. Zakirul Alam Bhuiyan, Chang Liu
2017	—	`conf`	A Privacy Preserving Platform for MapReduce. ATIS Sibghat Ullah Bazai, Julian Jang-Jaccard, Xuyun Zhang
2017	C	`conf`	A Secure Server-Based Pseudorandom Number Generator Protocol for Mobile Devices. ISPEC Hooman Alavizadeh, Hootan Alavizadeh, Kudakwashe Dube, Dong Seong Kim, Julian Jang-Jaccard, Hans W. Guesgen
2017	—	`conf`	Anonymizing k-NN Classification on MapReduce. MONAMI Sibghat Ullah Bazai, Julian Jang-Jaccard, Ruili Wang
2017	C	`conf`	Effective Security Analysis for Combinations of MTD Techniques on Cloud Computing (Short Paper). ISPEC Hooman Alavizadeh, Dong Seong Kim, Jin B. Hong, Julian Jang-Jaccard
2016	C	`conf`	Towards privacy-preserving classification in neural networks. PST Mehmood Baryalai, Julian Jang-Jaccard, Dongxi Liu
2016	J	`jnl`	WebRTC-based video conferencing service for telehealth. Computing Julian Jang-Jaccard, Surya Nepal, Branko G. Celler, Bo Yan
2014	J	`jnl`	A survey of emerging threats in cybersecurity. J. Comput. Syst. Sci. Julian Jang-Jaccard, Surya Nepal
2013	C	`conf`	Data architecture for telehealth services research: A case study of home tele-monitoring. CollaborateCom Surya Nepal, Julian Jang-Jaccard, Branko G. Celler, Bo Yan, Leila Alem
2013	C	`conf`	Security analysis of mobile applications: A case study of a collaboration tool in healthcare. CollaborateCom Julian Jang-Jaccard, Jane Li, Surya Nepal, Leila Alem
2012	C	`conf`	Portable key management service for cloud storage. CollaborateCom Julian Jang-Jaccard, Avnish Manraj, Surya Nepal