Nhien-An Le-Khac

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 180

Top Venues

Publications

Duc-Anh Nguyen, Nhien-An Le-Khac
SoK: Behind the Accuracy of Complex Human Activity Recognition Using Deep Learning. CoRR (2024)
Lojenaa Navanesan, Nhien-An Le-Khac, Mark Scanlon, Kasun De Zoysa, Asanka P. Sayakkara
Ensuring cross-device portability of electromagnetic side-channel analysis for digital forensics. Forensic Sci. Int. Digit. Investig. 48 (2024)
Trevor Nicholson, Darren R. Hayes, Nhien-An Le-Khac
Forensic Analysis of the iOS Apple Pay Mobile Payment System. IFIP Int. Conf. Digital Forensics (2023)
Dinh Hoang Nguyen, Nam Khanh Tran, Nhien-An Le-Khac
A Siamese-Based Approach for Network Intrusion Detection Systems in Software-Defined Networks. FDSE (2023)
Jack Nicholls, Aditya Kuppa, Nhien-An Le-Khac
FraudLens: Graph Structural Learning for Bitcoin Illicit Activity Identification. ACSAC (2023)
Jack Nicholls, Aditya Kuppa, Nhien-An Le-Khac
Enhancing Illicit Activity Detection using XAI: A Multimodal Graph-LLM Framework. CoRR (2023)
Bart Somers, Asanka P. Sayakkara, Darren R. Hayes, Nhien-An Le-Khac
Finding Forensic Artefacts in Long-Term Frequency Band Occupancy Measurements Using Statistics and Machine Learning. ICDF2C (1) (2023)
Jack Nicholls, Aditya Kuppa, Nhien-An Le-Khac
SoK: The Next Phase of Identifying Illicit Activity in Bitcoin. ICBC (2023)
Lojenaa Navanesan, Nhien-An Le-Khac, Mark Scanlon, Kasun De Zoysa, Asanka P. Sayakkara
Ensuring Cross-Device Portability of Electromagnetic Side-Channel Analysis. CoRR (2023)
Chi Duc Luu, Van Quan Nguyen, Truong Son Pham, Nhien-An Le-Khac
A Zero-Shot Deep Learning Approach for Unknown IoT Botnet Attack Detection. RIVF (2023)
Paul Stenzel, Nhien-An Le-Khac
Identify Users on Dating Applications: A Forensic Perspective. ICDF2C (1) (2023)
Ole Halvar Larsen, Hung Q. Ngo, Nhien-An Le-Khac
A quantitative study of the law enforcement in using open source intelligence techniques through undergraduate practical training. Forensic Sci. Int. Digit. Investig. 47 (2023)
Duc-Anh Nguyen, Cuong Pham, Nhien-An Le-Khac
Virtual Fusion with Contrastive Learning for Single Sensor-based Activity Recognition. CoRR (2023)
Tharindu Lakshan Yasarathna, Lojenaa Navanesan, Simon Barque, Asanka P. Sayakkara, Nhien-An Le-Khac
Crossed-IoT device portability of Electromagnetic Side Channel Analysis: Challenges and Dataset. CoRR (2023)
Hung Q. Ngo, Nhien-An Le-Khac
Ontology-based case study management towards bridging training and actual investigation gaps in digital forensics. Forensic Sci. Int. Digit. Investig. 47 (2023)
Quoc Hung Ngo, M. Tahar Kechadi, Nhien-An Le-Khac
Knowledge Representation in Digital Agriculture: A Step Towards Standardised Model. CoRR (2022)
Quoc Hung Ngo, M. Tahar Kechadi, Nhien-An Le-Khac
OAK4XAI: Model towards Out-Of-Box eXplainable Artificial Intelligence for Digital Agriculture. CoRR (2022)
Quoc Hung Ngo, M. Tahar Kechadi, Nhien-An Le-Khac
Knowledge representation in digital agriculture: A step towards standardised model. Comput. Electron. Agric. 199 (2022)
Ranul Deelaka Thantilage, Nhien-An Le-Khac, M. Tahar Kechadi
Towards a Privacy, Secured and Distributed Clinical Data Warehouse Architecture. FDSE (CCIS Volume) (2022)
Saad Khalid Alabdulsalam, Trung Q. Duong, Kim-Kwang Raymond Choo, Nhien-An Le-Khac
An efficient IoT forensic approach for the evidence acquisition and analysis based on network link. Log. J. IGPL 30 (6) (2022)
Chamin Nalinda Lokugam Hewage, Debra F. Laefer, Anh-Vu Vo, Nhien-An Le-Khac, Michela Bertolotto
Scalability and Performance of LiDAR Point Cloud Data Management Systems: A State-of-the-Art Review. Remote. Sens. 14 (20) (2022)
Quoc Hung Ngo, M. Tahar Kechadi, Nhien-An Le-Khac
OAK4XAI: Model Towards Out-of-Box eXplainable Artificial Intelligence for Digital Agriculture. SGAI Conf. (2022)
Aditya Kuppa, Nhien-An Le-Khac
Learn to Adapt: Robust Drift Detection in Security Domain. CoRR (2022)
Mahmoud Said Elsayed, Nhien-An Le-Khac, Marianne A. Azer, Anca D. Jurcut
A Flow-Based Anomaly Detection Approach With Feature Selection Method Against DDoS Attacks in SDNs. IEEE Trans. Cogn. Commun. Netw. 8 (4) (2022)
Eugene Chang, Paul D'Arcy, Kim-Kwang Raymond Choo, Nhien-An Le-Khac
Forensic Artefact Discovery and Attribution from Android Cryptocurrency Wallet Applications. CoRR (2022)
Chamin Nalinda Lokugam Hewage, Anh-Vu Vo, Nhien-An Le-Khac, Debra F. Laefer, Michela Bertolotto
4DHI: An index for approximate kNN search of remotely sensed images in Key-Value databases. IC2E (2022)
Chamin Nalinda Lokugam Hewage, Debra F. Laefer, Michela Bertolotto, Anh-Vu Vo, Nhien-An Le-Khac
DACMA: Designing space ordering optimizations to scalably manage aerial images. Big Data (2022)
Jack Nicholls, Aditya Kuppa, Nhien-An Le-Khac
Financial Cybercrime: A Comprehensive Survey of Deep Learning Approaches to Tackle the Evolving Financial Crime Landscape. IEEE Access 9 (2021)
Quoc Hung Ngo, Mohand Tahar Kechadi, Nhien-An Le-Khac
Domain Specific Entity Recognition With Semantic-Based Deep Learning Approach. IEEE Access 9 (2021)
Guido Cornelis Schipper, Rudy Seelt, Nhien-An Le-Khac
Forensic analysis of Matrix protocol and Riot.im application. Digit. Investig. (2021)
Mahmoud Said Elsayed, Nhien-An Le-Khac, Marwan Ali Albahar, Anca Jurcut
A novel hybrid model for intrusion detection systems in SDNs based on CNN and a new regularization technique. J. Netw. Comput. Appl. 191 (2021)
Vuong M. Ngo, Sven Helmer, Nhien-An Le-Khac, M. Tahar Kechadi
Structural textile pattern recognition and processing based on hypergraphs. Inf. Retr. J. 24 (2) (2021)
Asanka P. Sayakkara, Nhien-An Le-Khac
Forensic Insights From Smartphones Through Electromagnetic Side-Channel Analysis. IEEE Access 9 (2021)
Aditya Kuppa, Nhien-An Le-Khac
Adversarial XAI Methods in Cybersecurity. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Aditya Kuppa, Lamine M. Aouad, Nhien-An Le-Khac
Linking CVE's to MITRE ATT&CK Techniques. ARES (2021)
Aditya Kuppa, Lamine M. Aouad, Nhien-An Le-Khac
Towards Improving Privacy of Synthetic DataSets. APF (2021)
Guerrino Mazzarolo, Juan Carlos Fernandez Casas, Anca Delia Jurcut, Nhien-An Le-Khac
Protect Against Unintentional Insider Threats: The risk of an employee's cyber misconduct on a Social Media Site. CoRR (2021)
Asanka P. Sayakkara, Nhien-An Le-Khac
Electromagnetic Side-Channel Analysis for IoT Forensics: Challenges, Framework, and Datasets. IEEE Access 9 (2021)
Michael R. Jennings, Colin Turner, Raymond R. Bond, Alan Kennedy, Ranul Deelaka Thantilage, Mohand Tahar Kechadi, Nhien-An Le-Khac, James McLaughlin, Dewar D. Finlay
Code-free cloud computing service to facilitate rapid biomedical digital signal processing and algorithm development. Comput. Methods Programs Biomed. 211 (2021)
Joachim Sester, Darren R. Hayes, Mark Scanlon, Nhien-An Le-Khac
A comparative study of support vector machine and neural networks for file type identification using n-gram analysis. Digit. Investig. (2021)
Mahmoud Abdallah, Nhien-An Le-Khac, Hamed Jahromi, Anca Delia Jurcut
A Hybrid CNN-LSTM Based Approach for Anomaly Detection Systems in SDNs. ARES (2021)
Mahmoud Said Elsayed, Nhien-An Le-Khac, Anca Delia Jurcut
Dealing With COVID-19 Network Traffic Spikes [Cybercrime and Forensics]. IEEE Secur. Priv. 19 (1) (2021)
Richard Buurke, Nhien-An Le-Khac
Accessing Secure Data on Android Through Application Analysis. ICDF2C (2021)
Vuong M. Ngo, Sven Helmer, Nhien-An Le-Khac, M. Tahar Kechadi
Structural Textile Pattern Recognition and Processing Based on Hypergraphs. CoRR (2021)
Quan Le, Luis Miralles-Pechuán, Asanka P. Sayakkara, Nhien-An Le-Khac, Mark Scanlon
Identifying Internet of Things software activities using deep learning-based electromagnetic side-channel analysis. Digit. Investig. 39 (2021)
Van Quan Nguyen, Viet Hung Nguyen, Nhien-An Le-Khac, Van Loi Cao
Automatically Estimate Clusters in Autoencoder-based Clustering Model for Anomaly Detection. RIVF (2021)
Cezar Serhal, Nhien-An Le-Khac
Machine learning based approach to analyze file meta data for smart phone file triage. Digit. Investig. (2021)
Felix Anda, Edward Dixon, Elias Bou-Harb, Nhien-An Le-Khac, Mark Scanlon
Vec2UAge: Enhancing underage age estimation performance through facial embeddings. Digit. Investig. (2021)
Aditya Kuppa, Lamine M. Aouad, Nhien-An Le-Khac
Effect of Security Controls on Patching Window: A Causal Inference based Approach. ACSAC (2020)
Asanka P. Sayakkara, Luis Miralles-Pechuán, Nhien-An Le-Khac, Mark Scanlon
Cutting Through the Emissions: Feature Selection from Electromagnetic Side-Channel Data for Activity Detection. Digit. Investig. (2020)
Anca Jurcut, Tiberiu Niculcea, Pasika Ranaweera, Nhien-An Le-Khac
Security Considerations for Internet of Things: A Survey. CoRR (2020)
Saad Khalid Alabdulsalam, Trung Q. Duong, Kim-Kwang Raymond Choo, Nhien-An Le-Khac
Evidence Identification and Acquisition Based on Network Link in an Internet of Things Environment. CISIS (2020)
Mahmoud Said Elsayed, Nhien-An Le-Khac, Soumyabrata Dev, Anca Delia Jurcut
DDoSNet: A Deep-Learning Model for Detecting Network Attacks. WoWMoM (2020)
Anca Jurcut, Tiberiu Niculcea, Pasika Ranaweera, Nhien-An Le-Khac
Security Considerations for Internet of Things: A Survey. SN Comput. Sci. 1 (4) (2020)
Asanka P. Sayakkara, Nhien-An Le-Khac, Mark Scanlon
EMvidence: A Framework for Digital Evidence Acquisition from IoT Devices through Electromagnetic Side-Channel Analysis. Digit. Investig. (2020)
Mahmoud Said Elsayed, Nhien-An Le-Khac, Anca D. Jurcut
InSDN: A Novel SDN Intrusion Dataset. IEEE Access 8 (2020)
Vuong M. Ngo, Nhien-An Le-Khac, M. Tahar Kechadi
Data Warehouse and Decision Support on Integrated Crop Big Data. CoRR (2020)
Dennis Wijnberg, Nhien-An Le-Khac
Identifying interception possibilities for WhatsApp communication. CoRR (2020)
Ranul Deelaka Thantilage, Nhien-An Le-Khac
Retrieving E-Dating Application Artifacts from iPhone Backups. IFIP Int. Conf. Digital Forensics (2020)
Mahmoud Said Elsayed, Nhien-An Le-Khac, Soumyabrata Dev, Anca Delia Jurcut
DDoSNet: A Deep-Learning Model for Detecting Network Attacks. CoRR (2020)
Felix Anda, Brett A. Becker, David Lillis, Nhien-An Le-Khac, Mark Scanlon
Assessing the Influencing Factors on the Accuracy of Underage Facial Age Estimation. CoRR (2020)
Ngoc Hong Tran, Nhien-An Le-Khac, M. Tahar Kechadi
Lightweight privacy-Preserving data classification. Comput. Secur. 97 (2020)
Quoc Hung Ngo, M. Tahar Kechadi, Nhien-An Le-Khac
OAK: Ontology-Based Knowledge Map Model for Digital Agriculture. CoRR (2020)
Mahmoud Said Elsayed, Nhien-An Le-Khac, Soumyabrata Dev, Anca Delia Jurcut
Detecting Abnormal Traffic in Large-Scale Networks. ISNCC (2020)
Mahmoud Said Elsayed, Nhien-An Le-Khac, Soumyabrata Dev, Anca Delia Jurcut
Network Anomaly Detection Using LSTM Based Autoencoder. Q2SWinet (2020)
Felix Anda, Brett A. Becker, David Lillis, Nhien-An Le-Khac, Mark Scanlon
Assessing the Influencing Factors on the Accuracy of Underage Facial Age Estimation. Cyber Security (2020)
Van Quan Nguyen, Viet Hung Nguyen, Nhien-An Le-Khac, Van Loi Cao
Clustering-Based Deep Autoencoders for Network Anomaly Detection. FDSE (2020)
Wiebe Koerhuis, M. Tahar Kechadi, Nhien-An Le-Khac
Forensic analysis of privacy-oriented cryptocurrencies. Digit. Investig. 33 (2020)
Rick Cents, Nhien-An Le-Khac
Towards A New Approach to Identify WhatsApp Messages. TrustCom (2020)
Aditya Kuppa, Nhien-An Le-Khac
Black Box Attacks on Explainable Artificial Intelligence(XAI) methods in Cyber Security. IJCNN (2020)
Felix Anda, Nhien-An Le-Khac, Mark Scanlon
DeepUAge: Improving Underage Age Estimation Accuracy to Aid CSEM Investigation. Digit. Investig. (2020)
Samuel Todd Bromley, John W. Sheppard, Mark Scanlon, Nhien-An Le-Khac
Retracing the Flow of the Stream: Investigating Kodi Streaming Services. CoRR (2020)
Samuel Todd Bromley, John Sheppard, Mark Scanlon, Nhien-An Le-Khac
Retracing the Flow of the Stream: Investigating Kodi Streaming Services. ICDF2C (2020)
Asanka P. Sayakkara, Nhien-An Le-Khac, Mark Scanlon
Facilitating Electromagnetic Side-Channel Analysis for IoT Investigation: Evaluating the EMvidence Framework. Digit. Investig. (2020)
Xiaoyu Du, Chris Hargreaves, John W. Sheppard, Felix Anda, Asanka P. Sayakkara, Nhien-An Le-Khac, Mark Scanlon
SoK: Exploring the State of the Art and the Future Potential of Artificial Intelligence in Digital Forensic Investigation. CoRR (2020)
Manaz Kaleel, Nhien-An Le-Khac
Towards a new deep learning based approach for the password prediction. TrustCom (2020)
Nhien-An Le-Khac, Daniel Jacobs, John Nijhoff, Karsten Bertens, Kim-Kwang Raymond Choo
Smart vehicle forensics: Challenges and case study. Future Gener. Comput. Syst. 109 (2020)
Quoc Hung Ngo, M. Tahar Kechadi, Nhien-An Le-Khac
OAK: Ontology-Based Knowledge Map Model for Digital Agriculture. FDSE (2020)
Vuong M. Ngo, Nhien-An Le-Khac, M. Tahar Kechadi
Data warehouse and decision support on integrated crop big data. Int. J. Bus. Process. Integr. Manag. 10 (1) (2020)
Mahmoud Said Elsayed, Nhien-An Le-Khac, Soumyabrata Dev, Anca Delia Jurcut
Detecting Abnormal Traffic in Large-Scale Networks. CoRR (2020)
Xiaoyu Du, Chris Hargreaves, John W. Sheppard, Felix Anda, Asanka P. Sayakkara, Nhien-An Le-Khac, Mark Scanlon
SoK: exploring the state of the art and the future potential of artificial intelligence in digital forensic investigation. ARES (2020)
Lars Diederichsen, Kim-Kwang Raymond Choo, Nhien-An Le-Khac
A Graph Database-Based Approach to Analyze Network Log Files. NSS (2019)
Ranul Deelaka Thantilage, Nhien-An Le-Khac
Framework for the Retrieval of Social Media and Instant Messaging Evidence from Volatile Memory. TrustCom/BigDataSE (2019)
Tajvinder Singh Atwal, Mark Scanlon, Nhien-An Le-Khac
Shining a light on Spotlight: Leveraging Apple's desktop search utility to recover deleted file metadata on macOS. CoRR (2019)
Stephan Zollner, Kim-Kwang Raymond Choo, Nhien-An Le-Khac
An Automated Live Forensic and Postmortem Analysis Tool for Bitcoin on Windows Systems. IEEE Access 7 (2019)
Felix Anda, David Lillis, Aikaterini Kanta, Brett A. Becker, Elias Bou-Harb, Nhien-An Le-Khac, Mark Scanlon
Improving the accuracy of automated facial age estimation to aid CSEM investigations. Digit. Investig. (2019)
Asanka P. Sayakkara, Nhien-An Le-Khac, Mark Scanlon
Leveraging Electromagnetic Side-Channel Analysis for the Investigation of IoT Devices. CoRR (2019)
Aditya Kuppa, Slawomir Grzonkowski, Muhammad Rizwan Asghar, Nhien-An Le-Khac
Finding Rats in Cats: Detecting Stealthy Attacks using Group Anomaly Detection. CoRR (2019)
Aditya Kuppa, Slawomir Grzonkowski, Muhammad Rizwan Asghar, Nhien-An Le-Khac
Black Box Attacks on Deep Anomaly Detectors. ARES (2019)
Ngoc Hong Tran, Thien-An Nguyen-Ngoc, Nhien-An Le-Khac, M. Tahar Kechadi
A Security-Aware Access Model for Data-Driven EHR System. CoRR (2019)
Vuong M. Ngo, Nhien-An Le-Khac, M. Tahar Kechadi
Designing and Implementing Data Warehouse for Agricultural Big Data. BigData Congress (2019)
Felix Anda, David Lillis, Aikaterini Kanta, Brett A. Becker, Elias Bou-Harb, Nhien-An Le-Khac, Mark Scanlon
Improving Borderline Adulthood Facial Age Estimation through Ensemble Learning. CoRR (2019)
Mahmoud Said Elsayed, Nhien-An Le-Khac, Soumyabrata Dev, Anca Delia Jurcut
Machine-Learning Techniques for Detecting Attacks in SDN. CoRR (2019)
Felix Anda, David Lillis, Aikaterini Kanta, Brett A. Becker, Elias Bou-Harb, Nhien-An Le-Khac, Mark Scanlon
Improving Borderline Adulthood Facial Age Estimation through Ensemble Learning. ARES (2019)
Anh-Vu Vo, Chamin Nalinda Lokugam Hewage, Gianmarco Russo, Neel Chauhan, Debra F. Laefer, Michela Bertolotto, Nhien-An Le-Khac, Ulrich Oftendinger
Efficient LiDAR point cloud data encoding for scalable data management within the Hadoop eco-system. IEEE BigData (2019)
Khoi Khac Nguyen, Trung Q. Duong, Ngo Anh Vien, Nhien-An Le-Khac, Long Dinh Nguyen
Distributed Deep Deterministic Policy Gradient for Power Allocation Control in D2D-Based V2V Communications. IEEE Access 7 (2019)
Asanka P. Sayakkara, Nhien-An Le-Khac, Mark Scanlon
Leveraging Electromagnetic Side-Channel Analysis for the Investigation of IoT Devices. Digit. Investig. (2019)
Vuong M. Ngo, Nhien-An Le-Khac, M. Tahar Kechadi
Designing and Implementing Data Warehouse for Agricultural Big Data. CoRR (2019)
Khoi Khac Nguyen, Trung Quang Duong, Ngo Anh Vien, Nhien-An Le-Khac, Minh-Nghia Nguyen
Non-Cooperative Energy Efficient Power Allocation Game in D2D Communication: A Multi-Agent Deep Reinforcement Learning Approach. IEEE Access 7 (2019)
Asanka P. Sayakkara, Nhien-An Le-Khac, Mark Scanlon
A survey of electromagnetic side-channel attacks and discussion on their case-progressing potential for digital forensics. Digit. Investig. 29 (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Nhien-An Le-Khac