Publications

2022BooksSpringer

A Practical Hands-on Approach to Database Forensics

Le-Khac, Nhien-An ; Choo, Kim-Kwang Raymond

Springer International Publishing, October 2022, ISBN: 978-3-031-16126-1

DOI: 10.1007/978-3-031-16127-8 Copy Citation

2020BooksSpringer

Cyber and Digital Forensic Investigations – A Law Enforcement Practitioner's Perspective

Le-Khac, Nhien-An; Choo, Kim-Kwang Raymond (Eds.)

Springer International Publishing, July 2020

DOI: 10.1007/978-3-030-47131-6 Copy Citation

2019Books

Security, Privacy, and Digital Forensics in the Cloud

Chen, L.; Takabi, H.; Le-Khac, N-A. (Eds.)

High Education Press, Wiley Inc., April 2019

DOI: 10.1002/9781119053385 Copy Citation

2026JournalsSCI Q1, IF=14.9

Deepfake detection across image, video, and audio: a comprehensive survey with empirical evaluation of generalization and robustness

Nguyen-Le H-H., Tran V. T., Nguyen D.T., Le-Khac N-A

Artificial Intelligence Review (SCI Q1, IF=14.9)

DOI: 10.1007/s10462-026-11608-4 Copy Citation

2026Journals

ASEADOS-SDN-IoT: A Novel SDN-IoT Network Intrusion Detection Dataset and Framework

Yasarathna L. T., Le-Khac N-A

Internet of Things, Volume 36, 2026, 101891

DOI: 10.1016/j.iot.2026.101891 Copy Citation

2026Journals

Concept drift detection in image data stream: a survey on current literature, limitations and future directions.

Tran Q-T., Le-Khac N-A., Bertolotto, M

Artificial Intelligence Review, Vol. 59, 33 (2026)

DOI: 10.1007/s10462-025-11428-y Copy Citation

2025JournalsSCI Q1, IF=28ACM

A Survey on Proactive Deepfake Defense: Disruption and Watermarking

Nguyen-Le H-H., Tran V. T., Nguyen D.T., Le-Khac N-A

ACM Computing Surveys (SCI Q1, IF=28), November 2025

DOI: 10.1145/3771296 Copy Citation

2025JournalsSCI Q1, IF=3.9

Evaluating the Robustness of DL-Based AAD in SDN-IoT Networks Against OOD Data and Poisoning Attacks Using Autoencoders

Yasarathna L. T., Le-Khac N-A

Journal of Network and Systems Management (SCI Q1, IF=3.9), Vol. 34, October 2025, h

DOI: 10.1007/s10922-025-09989-y Copy Citation

2025JournalsSCI Q1, IF=3.7

SoK: Systematic analysis of adversarial threats against deep learning approaches for autonomous anomaly detection systems in SDN-IoT networks

Yasarathna L. T., Le-Khac N-A

Journal of Information Security and Applications (SCI Q1, IF=3.7), Vol. 94, pp. 104220, October 2025

DOI: 10.1016/j.jisa.2025.104220 Copy Citation

2025JournalsSCI Q1, IF=6.1IEEE

Deep Learning Based Autonomous Anomaly Detection for Security in SDN-IoT Networks

Yasarathna L. T., Liyanage M., Le-Khac N-A

IEEE Open Journal of the Communications Society (SCI Q1, IF=6.1), Vol. 6, pp. 8007-8048, 2025

DOI: 10.1109/OJCOMS.2025.3610365 Copy Citation

2025JournalsSCI Q1, IF=8.0

Variational Deep Clustering approaches for anomaly-based cyber-attack detection

Nguyen V-Q., Nguyen V-H., Ngo T. L., Nguyen L. M., Le-Khac N-A

Journal of Network and Computer Applications (SCI Q1, IF=8.0), Vol. 240, August 2025, 104182

DOI: 10.1016/j.jnca.2025.104182 Copy Citation

2025JournalsSCI Q1, IF=7.6

Privacy-preserving speaker verification system using Ranking-of-Element hashing

Nguyen-Le H-H, Tran L., Nguyen D. S. A., Le-Khac N-A., Nguyen T

Pattern Recognition (SCI Q1, IF=7.6), Volume 159, March 2025, 111107, ISSN 0031-3203

DOI: 10.1016/j.patcog.2024.111107 Copy Citation

2025JournalsIEEE

Guest Editorial: The Internet of Military Defense Things: State-of-the-Art Challenges, Future Evolution, and Revolutionary Applications

Khabbaz M., Chehri A., Claussen H., Nguyen V-L., Le-Khac N-A., Debaque B

IEEE Internet of Things Magazine, Volume 8(2), February 2025

DOI: 10.1109/MIOT.2025.10907814 Copy Citation

2024Journals

Large Language Model XAI Approach for Illicit Activity Investigation in Bitcoin

Nicholls J., Kuppa A., Le-Khac N-A

Neural Computing and Applications, S.I.: Large Language Models for Financial Services, December 2024

DOI: 10.1007/s00521-024-10510-w Copy Citation

2024JournalsIEEE

Virtual Fusion With Contrastive Learning for Single-Sensor-Based Activity Recognition

Nguyen D-A., Pham C., Le-Khac N-A

IEEE Sensors Journal, Volume 24(15), 2024, pp. 25041 – 25048, ISSN 2666-2817

DOI: 10.1109/JSEN.2024.3412397 Copy Citation

2024Journals

Crossed-IoT Device Portability of Electromagnetic Side Channel Analysis: Challenges and Dataset

Lakshan Yasarathna T. , Navanesan L., Barcque S., Sayakkara A. P., Le-Khac N-A

Vietnam Journal of Computer Science, Volume 2024, pp. 1 – 19

DOI: 10.1142/S2196888824500052 Copy Citation

2024Journals

The next phase of identifying illicit activity in Bitcoin

Nicholls J., Kuppa A., Le-Khac N-A

International Journal of Network Management, John Wiley & Sons, Volume 2024, e2259

DOI: 10.1002/nem.2259 Copy Citation

2024Journals

Ontology Knowledge Map Approach Towards Building Linked Data for Vietnamese Legal Applications

Ngo H. Q., Nguyen H. D., Le-Khac N-A

Vietnam Journal of Computer Science, Volume 11(2), pp. 323 – 342

DOI: 10.1142/S2196888824500015 Copy Citation

2024Journals

Ensuring cross-device portability of electromagnetic side-channel analysis for digital forensics

Navanesan L., Le-Khac N-A., Scanlon M., De Zoysa K., Sayakkara A. P

Forensic Science International: Digital Investigation, Volume 48, 2024, 301648, ISSN 2666-2817

DOI: 10.1016/j.fsidi.2023.301684 Copy Citation

2024Journals

Model and Empirical Study on Multi-tasking Learning for Human Fall Detection

Nguyen D-A., Pham C., Argent R., Caulfield B., Le-Khac N-A

Vietnam Journal of Computer Science, Volume 2024, pp. 1 – 14

DOI: 10.1142/S2196888824500040 Copy Citation

2023Journals

A quantitative study of the law enforcement in using open source intelligence techniques through undergraduate practical training

Larsen O. H., Ngo H.Q., Le-Khac N-A

Forensic Science International: Digital Investigation, Volume 47, 2023, 301622, ISSN 2666-2817

DOI: 10.1016/j.fsidi.2023.301622 Copy Citation

2023Journals

Ontology-based case study management towards bridging training and actual investigation gaps in digital forensics

Ngo H. Q., Le-Khac N-A

Forensic Science International: Digital Investigation, Volume 47, 2023, 301621, ISSN 2666-2817

DOI: 10.1016/j.fsidi.2023.301621 Copy Citation

2023Journals

Clinical data warehouses for disease diagnosis: A focus on exosomal MicroRNA biomarkers

Maolmhuaidh Fionn Ó., Thantilage Ranul D., Burtenshaw Denise,Raja Khuram, Le-Khac Nhien-An, Cahill Paul, ForsterRobert, M-Tahar Kechadi

Informatics in Medicine Unlocked, Volume 43, 2023, 101390, ISSN 2352-9148

DOI: 10.1016/j.imu.2023.101390 Copy Citation

2023Journals

Healthcare data security and privacy in Data Warehouse architectures

Thantilage R.D., Le-Khac N-A., Kechadi M-T

Informatics in Medicine Unlocked, Volume 39, 2023, 101270, ISSN 2352-9148

DOI: 10.1016/j.imu.2023.101270 Copy Citation

2023Journals

Data Exfiltration through Electromagnetic Covert Channel of Wired Industrial Control Systems

Sachintha S, Le-Khac N-A, Scanlon M, Sayakkara AP

Applied Sciences . 2023; 13(5):2928

DOI: 10.3390/app13052928 Copy Citation

2022Journals

Learn to Adapt: Robust Drift Detection in Security Domain,

Kuppa A. and Le-Khac, N-A

in Computers & Electrical Engineering, Vol. 102, 108239, 2022

DOI: 10.1016/j.compeleceng.2022.108239 Copy Citation

2022Journals

Knowledge representation in digital agriculture: A step towards standardised model,

Ngo Q. H., Kechadi T. and Le-Khac, N-A

in Computers and Electronics in Agriculture, vol. 199, 2022

DOI: 10.1016/j.compag.2022.107127 Copy Citation

2022JournalsIEEE

A Flow Based Anomaly Detection Approach with Feature Selection Method Against DDoS Attacks inSDNs,

ElSayed M., Le-Khac, N-A., Albahar M.A., Jurcut A

in IEEE Transactions on Cognitive Communications and Networking, 2022

DOI: 10.1109/TCCN.2022.3186331 Copy Citation

2022Journals

An efficient IoT forensic approach for the evidence acquisition and analysis based on network link

Alabdulsalam Saad, Duong Trung Q., Choo Kim-Kwang Raymond, and Le-Khac, N-A

Logic Journal of the IGPL, 2022

DOI: 10.1093/jigpal/jzac012 Copy Citation

2022Journals

Scalability and Performance of LiDAR Point Cloud Data Management Systems: A State-of-the-Art Review

Hewage C. N. L., Laefer D., Vu V., Le-Khac N-A. and Bertolotto M

Remote Sensing. 2022; 14(20):5277

DOI: 10.3390/rs14205277 Copy Citation

2021JournalsIEEE

Adversarial XAI Methods in Cybersecurity,

Kuppa A. and Le-Khac, N-A

in IEEE Transactions on Information Forensics and Security, vol. 16, pp. 4924-4938, 2021

DOI: 10.1109/TIFS.2021.3117075 Copy Citation

2021JournalsIEEE

Financial Cybercrime: A Comprehensive Survey of Deep Learning Approaches to Tackle the Evolving Financial Crime Landscape,

Nicholls J., Kuppa A. and Le-Khac, N-A

in IEEE Access, vol. 9, pp. 163965-163986, 2021

DOI: 10.1109/ACCESS.2021.3134076 Copy Citation

2021Journals

Identifying interception possibilities for WhatsApp communication

Wijnberg D., Le-Khac, N-A

Forensic Science International: Digital Investigation, Volume 38, Supplement, 2021, 301132

DOI: 10.1016/j.fsidi.2021.301132 Copy Citation

2021Journals

Forensic analysis of Matrix protocol and Riot.im application

Schipper G.C, Seelt R., Le-Khac, N-A

Forensic Science International: Digital Investigation, Volume 36, Supplement, 2021, 301118

DOI: 10.1016/j.fsidi.2021.301118 Copy Citation

2021JournalsIEEE

Domain Specific Entity Recognition with Semantic-Based Deep Learning Approach,

Ngo Q. H., Kechadi T. and Le-Khac, N-A

in IEEE Access, vol. 9, pp. 152892-152902, 2021

DOI: 10.1109/ACCESS.2021.3128178 Copy Citation

2021Journals

Machine learning based approach to analyze file meta data for smart phone file triage

Serhal C., and Le-Khac, N-A

Forensic Science International: Digital Investigation, Volume 37, Supplement, 2021, 301194

DOI: 10.1016/j.fsidi.2021.301194 Copy Citation

2021JournalsIEEE

Electromagnetic Side-Channel Analysis for IoT Forensics: Challenges, Framework, and Datasets,

Sayakkara A. P. and Le-Khac, N-A

in IEEE Access, vol. 9, pp. 113585-113598, 2021

DOI: 10.1109/ACCESS.2021.3104525 Copy Citation

2021Journals

A comparative study of support vector machine and neural networks for file type identification using n-gram analysis

Sester J., Hayes D., Scanlon M., Le-Khac, N-A

Forensic Science International: Digital Investigation, Volume 36, Supplement, 2021, 301121

DOI: 10.1016/j.fsidi.2021.301121 Copy Citation

2021JournalsIEEE

Forensic Insights From Smartphones Through Electromagnetic Side-Channel Analysis,

Sayakkara A. P. and Le-Khac, N-A

in IEEE Access, vol. 9, pp. 13237-13247, 2021

DOI: 10.1109/ACCESS.2021.3051921 Copy Citation

2021Journals

Code-free cloud computing service to facilitate rapid biomedical digital signal processing and algorithm development

Jennings M.R, Turner C., Bond R.R, Kennedy A., Thantilage A., Kechadi, T., Le-Khac, N-A., McLaughlin J., Finlay D.D

Computer Methods and Programs in Biomedicine, Volume 211, 2021, 106398

DOI: 10.1016/j.cmpb.2021.106398 Copy Citation

2021Journals

Identifying Internet of Things software activities using deep learning-based electromagnetic side-channel analysis

Le Q., Miralles-Pechuán L., Sayakkara A., Le-Khac, N-A., Scanlon M

Forensic Science International: Digital Investigation, Volume 39, 2021, 301308

DOI: 10.1016/j.fsidi.2021.301308 Copy Citation

2021Journals

A novel hybrid model for intrusion detection systems in SDNs based on CNN and a new regularization technique

ElSayed M., Le-Khac, N-A., Albahar M.A., Jurcut A

Journal of Network and Computer Applications, Volume 191, 2021, 103160

DOI: 10.1016/j.jnca.2021.103160 Copy Citation

2021Journals

Vec2UAge: Enhancing underage age estimation performance through facial embeddings

Anda F., Dixon E., Bou-Harb E. , Le-Khac, N-A., Scanlon M

Forensic Science International: Digital Investigation, Volume 36, Supplement, 2021, 301119

DOI: 10.1016/j.fsidi.2021.301119 Copy Citation

2021JournalsIEEE

Dealing With COVID-19 Network Traffic Spikes [Cybercrime and Forensics],

ElSayed M., Le-Khac, N-A., Jurcut A

in IEEE Security & Privacy, vol. 19, no. 1, pp. 90-94, Jan.-Feb. 2021

DOI: 10.1109/MSEC.2020.3037448 Copy Citation

2021Journals

Structural textile pattern recognition and processing based on hypergraphs

Ngo, V.M., Helmer, S., Le-Khac, N-A. et al

Inf Retrieval J 24, 137–173 (2021)

DOI: 10.1007/s10791-020-09384-y Copy Citation

2020Journals

Smart Vehicle Forensics: Challenges and Case Study

Le-Khac, N-A., Jacobs D. , Nijhoff J., Bertens K., Kim-Kwang Raymond Choo

Future Generation Computer Systems, Volume 109, 2020, Pages 500-510

DOI: 10.1016/j.future.2018.05.081 Copy Citation

2020Journals

Lightweight privacy-Preserving data classification

Tran H-N., Le-Khac, N-A., Kechadi M-T

Computers & Security, Volume 97, 2020, 101835

DOI: 10.1016/j.cose.2020.101835 Copy Citation

2020Journals

An effective approach to mobile device management: Security and privacy issues associated with mobile applications

Hayes D., Cappa F., Le-Khac, N-A

Digital Business, Volume 1, Issue 1, 2020, 100001

DOI: 10.1016/j.digbus.2020.100001 Copy Citation

2020Journals

Security Considerations for Internet of Things: A Survey

Jurcut, A., Niculcea, T., Ranaweera, P. Le-Khac, N-A

SN COMPUT. SCI. 1, 193 (2020)

DOI: 10.1007/s42979-020-00201-3 Copy Citation

2020Journals

Forensic analysis of privacy-oriented cryptocurrencies

Koerhuis W., Kechadi T., Le-Khac N-A

Forensic Science International: Digital Investigation, Volume 33, 2020, 200891

DOI: 10.1016/j.fsidi.2019.200891 Copy Citation

2020JournalsIEEE

InSDN: A Novel SDN Intrusion Dataset,

ElSayed M., Le-Khac, N-A., Jurcut A

in IEEE Access, vol. 8, pp. 165263-165284, 2020

DOI: 10.1109/ACCESS.2020.3022633 Copy Citation

2020Journals

Facilitating Electromagnetic Side-Channel Analysis for IoT Investigation: Evaluating the EMvidence Framework

Sayakkara A., Le-Khac, N-A., Scanlon M

Forensic Science International: Digital Investigation, Volume 33, Supplement, 2020, 301003

DOI: 10.1016/j.fsidi.2020.301003 Copy Citation

2020Journals

Cutting Through the Emissions: Feature Selection from Electromagnetic Side-Channel Data for Activity Detection

Sayakkara A., Miralles-Pechuán L., Le-Khac, N-A., Scanlon M

Forensic Science International: Digital Investigation, Volume 32, Supplement, 2020, 300927

DOI: 10.1016/j.fsidi.2020.300927 Copy Citation

2020JournalsElsevier

EMvidence: A Framework for Digital Evidence Acquisition from IoT Devices through Electromagnetic Side-Channel Analysis

Sayakkara A., Le-Khac, N-A., Scanlon M

Forensic Science International: Digital Investigation, Elsevier, March 2020

DOI: 10.1016/j.fsidi.2020.300907 Copy Citation

2020Journals

DeepUAge: Improving Underage Age Estimation Accuracy to Aid CSEM Investigation

Anda F., Le-Khac, N-A., Scanlon M

Forensic Science International: Digital Investigation, Volume 32, Supplement, 2020, 300921

DOI: 10.1016/j.fsidi.2020.300921 Copy Citation

2020Journals

Data Warehouse and Decision Support on Integrated Crop Big Data

Ngo V. M., Le-Khac, N-A., Kechadi M-T

International Journal of Business Process Integration and Management, Vol. 10(1), 2020 pp. 17-28

DOI: 10.1504/IJBPIM.2020.113115 Copy Citation

2020Journals

A Highly Scalable Data Management System For Point Cloud And Full Waveform Lidar Data

Vo AV., Laefer DF., Trifkovic M., Hewage CNL., Bertolotto M., Le-Khac N-A., Ofterdinger U

The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. 43, pp. 507-512, 2020

DOI: 10.5194/isprs-archives-XLIII-B4-2020-507-2020 Copy Citation

2019JournalsIEEE

An Automated Live Forensic and Postmortem Analysis Tool for Bitcoin on Windows Systems,

Zollner S., Choo K-K.R. and Le-Khac N-A

in IEEE Access, vol. 7, pp. 158250-158263, 2019

DOI: 10.1109/ACCESS.2019.2948774 Copy Citation

2019JournalsIEEE

Distributed Deep Deterministic Policy Gradient for Power Allocation Control in D2D-Based V2V Communications,

Nguyen K. K., Duong T. Q., Ngo V. A., Le-Khac N-A and Nguyen L. D

in IEEE Access, vol. 7, pp. 164533-164543, 2019

DOI: 10.1109/ACCESS.2019.2952411 Copy Citation

2019JournalsIEEE

Non-Cooperative Energy Efficient Power Allocation Game in D2D Communication: A Multi-Agent Deep Reinforcement Learning Approach,

Nguyen K. K., Duong T. Q., Ngo V. A., Le-Khac N-A and Nguyen M

in IEEE Access, vol. 7, pp. 100480-100490, 2019

DOI: 10.1109/ACCESS.2019.2930115 Copy Citation

2019Journals

A survey of electromagnetic side-channel attacks and discussion on their case-progressing potential for digital forensics

Sayakkara A., Le-Khac, N-A., Scanlon M

Digital Investigation Vol. 29, pp.43-54, 2019

DOI: 10.1145/3230833.3234690 Copy Citation

2019Journals

Shining a Light on Spotlight: Leveraging Apple's Desktop Search Utility to Recover Deleted File Metadata on macOS

Atwal T.S., Scanlon M., Le-Khac, N-A

Digital Investigation Vol. 28 (2), 2019

DOI: 10.1016/j.diin.2019.01.019 Copy Citation

2019Journals

Improving the accuracy of automated facial age estimation to aid CSEM investigations

Anda F., Lillis D., Kanta A., Becker B., Bou-Harb E., Le-Khac, N-A., Scanlon M

Digital Investigation Vol. 28 (2), 2019

DOI: 10.1016/j.diin.2019.01.024 Copy Citation

2018Journals

Digital Forensic Investigation of Two-Way Radio Communication Equipment and Services

Kouwen A., Scanlon M., Choo KKR., Le-Khac, N-A

Digital Investigation Vol. 26 (1), 2018, pp.S77-S86 (10 pages)

DOI: 10.1016/j.diin.2018.04.007 Copy Citation

2018Journals

Forensic Framework to identify local vs synced artefacts

Boucher J., Le-Khac, N-A

Digital Investigation Vol. 24 (1) 2018, pp.S68-S75 (8 pages)

DOI: 10.1016/j.diin.2018.01.009 Copy Citation

2018Journals

Private Web Browser Forensics: A Case Study on Epic Privacy Browser

Reed A., Scanlon M., Le-Khac, N-A

Journal of Information Warfare, Vol. 17 (1), 2018

Google Scholar Copy Citation

2017JournalsIEEE

Process memory investigation of the Bitcoin Clients Electrum and Bitcoin Core

Van der Horst L., Choo KKR., Le-Khac, N-A

IEEE Access Vol.5(1)

DOI: 10.1109/ACCESS.2017.2759766 Copy Citation

2017JournalsSpringer

One-Class Collective Anomaly Detection Based on LSTM-RNNs

Nguyen TN.; Cao VL.; Le-Khac, N-A

Springer Transactions on Large-Scale Data and Knowledge-Centered Systems, LNCS Vol.10720:73-85. (13 pages)

DOI: 10.1007/978-3-662-56266-6 Copy Citation

2017Journals

Forensic Analysis of Virtual Hard Drives

Tobin P.; Le-Khac N-A; Kechadi M-T

Journal of Association of Digital Forensics, Security and Law, 12(1):47-58

DOI: 10.15394/jdfsl.2017.1438 Copy Citation

2016JournalsSpringer

A Natural Language Processing tool for White Collar crime investigation

Barneveld, MV.; Kechadi, M-T.; Le-Khac, N-A

Springer Transactions on Large-Scale Data and Knowledge-Centered Systems, LNCS Vol.9480:1-22. (22 pages)

DOI: 10.1007/978-3-662-49175-1_1 Copy Citation

2016Journals

Tiered forensic methodology model for Digital Field Triage by non-¬‐digital evidence specialists

Hitchcock, Ben; Le-Khac, N-A; Scanlon, Mark

Digital Investigation, 16:75-85. (11 pages)

DOI: 10.1016/j.diin.2016.01.010 Copy Citation

2016Journals

A Unified Forensic Framework for Data Identification and Collection in Mobile Cloud Social Network Applications

Faheem, M.; Kechadi, M-T.; Le-Khac, N-A

International Journal of Advanced Computer Science and Applications, Vol 7(1):21-29 (9 pages)

DOI: 10.14569/IJACSA.2016.070103 Copy Citation

2015Journals

The State of the Art Forensic Techniques in Mobile Cloud Environment: A Survey, Challenges and Current Trend

Faheem, M.; Kechadi, M-T.; Le-Khac, N-A

International Journal of Digital Crime and Forensics, 7 (2):1-19 (19 pages)

DOI: 10.4018/ijdcf.2015040101 Copy Citation

2015Journals

Forensics Acquisition Of Imvu: A Case Study

Voorst, RV.; Kechadi, T.; Le-Khac, N-A

Journal of Association of Digital Forensics, Security and Law, 10(4):69-78 (10 pages)

DOI: 10.15394/jdfsl.2015.1212 Copy Citation

2015Journals

MapExif: An Image Scanning and Mapping Tool for Investigators

Prat, L.; Baker, C.; Le-Khac, N-A

International Journal of Digital Crime and Forensics, 7 (2):53-78 (26 pages)

DOI: 10.4018/IJDCF.2015040104 Copy Citation

2015Journals

Security Threats of URL Shortening: A User's Perspective

Le-Khac, N-A.; Kechadi, M-T

Journal of Advances in Computer Networks, 3(3):213-219 (7 pages)

DOI: 10.7763/JACN.2015.V3.169 Copy Citation

2015JournalsSpringer

The 14th Conference on Information Technology and Its Applications: Proceedings of the International Conference CITA 2025

Nguyen N. T., Huynh C-P., Nguyen T.T. , Le-Khac N-A., Seng S., Nguyen Q-V

Springer Lecture Notes in Networks and Systems, January 2026

DOI: 10.1007/978-3-032-00972-2 Copy Citation

2015JournalsSpringer

Computational Intelligence in Engineering Science

Nguyen N. T., Pham V. H., Tran T.D., Hong Tzung-Pei, Manolopoulos Y., Le-Khac N-A., Tran P.T

Springer Communications in Computer and Information Science, July 2025

DOI: 10.1007/978-3-031-98161-6 Copy Citation

2015JournalsSpringer

The 13th Conference on Information Technology and Its Applications: Proceedings of the International Conference CITA 2024

Nguyen N. T., Huynh C-P., Nguyen T.T. , Le-Khac N-A., Nguyen Q-V

Springer Lecture Notes in Networks and Systems, October 2024, ISBN: 978-3-031-74127-2

DOI: 10.1007/978-3-031-74127-2 Copy Citation

2023Book ChaptersSpringer

Nicholson, T., Hayes, D., Le-Khac, N-A. (2023). Forensic Analysis of the iOS Apple Pay Mobile Payment System. In: Peterson, G., Shenoi, S. (eds) Advances in Digital Forensics XIX. DigitalForensics 2023. IFIP Advances in Information and Communication Technology, vol 687. Springer, Cham. https://doi.org/10.1007/978-3-031-42991-0_1

DOI: 10.1007/978-3-031-42991-0_1 Copy Citation

2021Book ChaptersSpringer

Mazzarolo G., Casas J.C.F., Jurcut A.D., Le-Khac N-A. (2021) Protect Against Unintentional Insider Threats: The Risk of an Employee's Cyber Misconduct on a Social Media Site. In: Weulen Kranenbarg M., Leukfeldt R. (eds) Cybercrime in Context. Crime and Justice in Digital Society, vol I. Springer, Cham. https://doi.org/10.1007/978-3-030-60527-8_6

DOI: 10.1007/978-3-030-60527-8_6 Copy Citation

2020Book ChaptersSpringer

Evidence Identification and Acquisition based on Network Hidden Link in Internet of Things (IoT) Environments

Alabdulsalam Saad, Duong Trung Q., Choo Kim-Kwang Raymond, Le-Khac, N-A

In: Herrero Á., Cambra C., Urda D., Sedano J., Quintián H., Corchado E. (eds). Advances in Intelligent Systems and Computing , vol 1267. Springer, Cham

DOI: 10.1007/978-3-030-57805-3_16 Copy Citation

2020Book ChaptersSpringer

Forensic Analysis of E-Dating Applications based on iPhone Backups

Ranul Thantilage, Le-Khac, N-A

In: Peterson G., Shenoi S. (eds) Advances in Digital Forensics XVI. Digital Forensics 2020. IFIP Advances in Information and Communication Technology, vol. 589. Springer, Cham

DOI: 10.1007/978-3-030-56223-6_12 Copy Citation

2019Book ChaptersSpringer

Solid State Drive Forensics: Where Do We Stand?

Vieyra J., Scanlon M., Le-Khac N-A

In: Breitinger F., Baggili I. (eds) Digital Forensics and Cyber Crime. ICDF2C 2018. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol. 259. Springer, Cham

DOI: 10.1007/978-3-030-05487-8_8 Copy Citation

2018Book ChaptersSpringer

Network Intell: Enabling the Non-Expert Analysis of Large Volumes of Intercepted Network Traffic

Van de Wiel E.; Scanlon M.; Le-Khac, N-A

In: Gilbert, Peterson; Shenoi Sujeet (Eds.). Advances in Digital Forensics XIV . New York: Springer Berlin Heidelberg

DOI: 10.1007/978-3-319-99277-8_11 Copy Citation

2018Book ChaptersSpringer

Internet of Things Forensics: Challenges and Case Study

Alabdulsalam Saad, Schaefer Kevin, M-T Kechadi, Le-Khac, N-A

In: Gilbert, Peterson; Shenoi Sujeet (Eds.). Advances in Digital Forensics XIV . New York: Springer Berlin Heidelberg

DOI: 10.1007/978-3-319-99277-8_3 Copy Citation

2017Book ChaptersSpringer

Computer and Network Security Essentials

Warren, C.; El-Sheikh, E.; Le-Khac, N-A. (2017) 'Privacy Preserving Internet Browsers – Forensic Analysis of Browzar' In: Daimi K. et al. (Eds.)

New York: Springer Berlin Heidelberg, (18 pages)

DOI: 10.1007/978-3-319-58424-9_21 Copy Citation

2026Conferences

Tuning-Free One-Class Discriminant Learning for Tabular Anomaly Detection

Nguyen X-H., Vu-Nguyen T-D., Nguyen V. H., Le K. H., Le-Khac N-A

43rd International Conference on Machine Learning (ICML 2026), Seoul, South Korea, July 6th-11th 2026

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2026ConferencesIEEE

AFSS: Artifact-Focused Self-Synthesis for Mitigating Bias in Audio Deepfake Detection

Nguyen L.H.S, Nguyen T.H. C., Le-Khac N-A., Nguyen D.T., Nguyen-Le H-H

2026 IEEE International Joint Conference on Neural Networks (IJCNN 2026), June 21 – 26th, 2026, The Netherland

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2026ConferencesIEEE

Targeted Bit-Width Quantization-Conditioned Backdoor

Mai Q.A., Le V-T., Nguyen D-T., Le-Khac N-A., Le K-H

2026 IEEE International Joint Conference on Neural Networks (IJCNN 2026), June 21 – 26th, 2026, The Netherland

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2026Conferences

Beyond Binary Classification: A Semi-supervised Approach to Generalized AI-generated Image Detection

Nguyen-Le H-H., Tran V. T., Nguyen D.T., Le-Khac N-A

40th Annual AAAI Conference on Artificial Intelligence (AAAI-26), January 20 – 27th, 2026, Singapore

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2025Conferences

Stabilizing Data-Free Model Extraction

Nguyen D-T. , Le K-H., Le-Khac N-A

28th European Conference on Artificial Intelligence (ECAI-2025), Oct. 25th-30th 2025, Bologna, Italy

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2025Conferences

Think Twice before Adaptation: Improving Adaptability of DeepFake Detection via Online Test-Time Adaptation

Nguyen-Le H-H., Tran V. T., Nguyen D.T., Le-Khac N-A

34th International Joint Conference on Artificial Intelligence (IJCAI-25), Aug 16th-22nd 2025, Montreal, Canada

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2025ConferencesACM

LogaLookup: Efficient Multivariate Lookup Argument for Accelerated Proof Generation

Dien Tran H.A. , Nguyen B. N. Tam , Le-Khac N-A., Nguyen D. T

20th ACM ASIA Conference on Computer and Communications Security (ACM ASIACCS 2025), 22-25th August, 2025 , Hanoi, Vietnam

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2025Conferences

Blockchain-based vs. SQL Database Systems for Digital Twin Evidence Management: A Comparative Forensic Analysis

Franken B., Nguyen-Le H-H., Le-Khac N-A

16th EAI International Conference on Digital Forensics & Cyber Crime, November 2025, Miami, FL, USA

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2025ConferencesSpringer

Natural Language Processing and Data Analysis for Cybercriminal Attribution: Conti Ransomware Chats

Stratton E., Nicholls J. , Le-Khac N-A

In: Nguyen, N.T., et al. Computational Intelligence in Engineering Science. ICCIES 2025. Communications in Computer and Information Science, vol 2585. Springer, Cham

DOI: 10.1007/978-3-031-98164-7_20 Copy Citation

2025ConferencesSpringer

Driven to Evidence: The Digital Forensic Trail of Vehicles

McKay, C., Le-Khac, NA

In: Goel, S., Uzun, E., Xie, M., Sarkar, S. (eds) Digital Forensics and Cyber Crime. ICDF2C 2024. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 614. Springer, Cham

DOI: 10.1007/978-3-031-89360-5_17 Copy Citation

2024ConferencesIEEE

D-CAPTCHA++: A Study of Resilience of Deepfake CAPTCHA Under Transferable Imperceptible Adversarial Attack

Nguyen-Le H-H., Tran V. T., Nguyen D.T., Le-Khac N-A

2024 IEEE International Joint Conference on Neural Networks (IJCNN), June 2024, Yokohama, Japan

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2024Conferences

Manipulating Prompts and Retrieval-Augmented Generation for LLM Service Providers

Kuppa A., Nicholls J., Le-Khac N-A

21st Conference on Security and Cryptography SECRYPT 2024, June 2024, Dijon, France

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2024ConferencesIEEE

SoK: Behind the Accuracy of Complex Human Activity Recognition Using Deep Learning

Nguyen D-A., Le-Khac N-A

2024 IEEE International Joint Conference on Neural Networks (IJCNN), June 2024, Yokohama, Japan

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2024ConferencesSpringer

Cross-Validation for Detecting Label Poisoning Attacks: A Study on Random Forest Algorithm.

Yasarathna, T.L., Munasinghe, L., Kalutarage, H., Le-Khac, NA

In: Pitropakis, N., Katsikas, S., Furnell, S., Markantonakis, K. (eds) ICT Systems Security and Privacy Protection. SEC 2024. IFIP Advances in Information and Communication Technology, vol 710. Springer, Cham

DOI: 10.1007/978-3-031-65175-5_32 Copy Citation

2024ConferencesSpringer

Finding Forensic Artefacts in Long-Term Frequency Band Occupancy Measurements Using Statistics and Machine Learning

Somers, B., Sayakkara, A., Hayes, D.R., Le-Khac, NA

In: Goel, S., Nunes de Souza, P.R. (eds) Digital Forensics and Cyber Crime. ICDF2C 2023. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 570. Springer, Cham

DOI: 10.1007/978-3-031-56580-9_14 Copy Citation

2024ConferencesSpringer

Identify Users on Dating Applications: A Forensic Perspective

Stenzel, P., Le-Khac, NA

In: Goel, S., Nunes de Souza, P.R. (eds) Digital Forensics and Cyber Crime. ICDF2C 2023. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 570. Springer, Cham

DOI: 10.1007/978-3-031-56580-9_4 Copy Citation

2023Conferences

FraudLens: Graph Structural Learning for Bitcoin Illicit Activity Identification

Nicholls J., Kuppa A. and Le-Khac N-A

ACSAC '23: Proceedings of the 39th Annual Computer Security Applications Conference, December 2023, TX, USA, Pages 324–336

DOI: 10.1145/3627106.3627200 Copy Citation

2023ConferencesSpringer

A Siamese-Based Approach for Network Intrusion Detection Systems in Software-Defined Networks

Nguyen, D.H., Tran, N.K., Le-Khac, N-A

In: Dang, T.K., Küng, J., Chung, T.M. (eds) Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications. FDSE 2023. Communications in Computer and Information Science, vol 1925. Springer, Singapore

DOI: 10.1007/978-981-99-8296-7_14 Copy Citation

2023ConferencesSpringer

Towards a New Multi-tasking Learning Approach for Human Fall Detection

Nguyen, DA., Pham, C., Argent, R., Caulfield, B., Le-Khac, NA

In: Nguyen, N.T., Le-Minh, H., Huynh, CP., Nguyen, QV. (eds) The 12th Conference on Information Technology and Its Applications. CITA 2023. Lecture Notes in Networks and Systems, vol 734. Springer, Cham

DOI: 10.1007/978-3-031-36886-8_5 Copy Citation

2023ConferencesSpringer

Building Legal Knowledge Map Repository with NLP Toolkits

Ngo, H.Q., Nguyen, H.D., Le-Khac, NA

In: Nguyen, N.T., Le-Minh, H., Huynh, CP., Nguyen, QV. (eds) The 12th Conference on Information Technology and Its Applications. CITA 2023. Lecture Notes in Networks and Systems, vol 734. Springer, Cham

DOI: 10.1007/978-3-031-36886-8_3 Copy Citation

2023ConferencesIEEE

SoK: The Next Phase of Identifying Illicit Activity in Bitcoin,

Nicholls J., Kuppa A. and Le-Khac N-A

2023 IEEE International Conference on Blockchain and Cryptocurrency (ICBC) , Dubai, United Arab Emirates, 2023, pp. 1-10

DOI: 10.1109/ICBC56567.2023.10174963 Copy Citation

2022Conferences

OAK4XAI: Model towards Out-Of-Box EXplainable AI for Digital Agriculture

Ngo Q-H., Kechadi T., Le-Khac N-A

42nd SGAI International Conference on Artificial Intelligence Cambridge, England 13-15 December 2022

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2022Conferences

Towards a privacy, secured and distributed clinical data warehouse architecture

Thantilage R., Le-Khac N-A., Kechadi T

9th International Conference on Future Data and Security Engineering, Nov. 20-22, HoChiMinh City, Vietnam

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2022ConferencesSpringer

Accessing Secure Data on Android Through Application Analysis

Buurke R., Le-Khac, N-A

In: Gladyshev, P., Goel, S., James, J., Markowsky, G., Johnson, D. (eds) Digital Forensics and Cyber Crime. ICDF2C 2021. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 441. Springer, Cham

DOI: 10.1007/978-3-031-06365-7_6 Copy Citation

2022ConferencesIEEE

An index for approximate kNN search of remotely sensed images in Key-Value databases

Hewage C. N. L., Vu V., Bertolotto M., Le-Khac N-A. and Laefer D

in 10th IEEE International Conference on Cloud Engineering 2022

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2021Conferences

Linking CVE's to MITRE ATT&CK Techniques

Kuppa A., Aouad L., Le-Khac, N-A

ARES 2021: The 16th International Conference on Availability, Reliability and Security, August 2021, Pages 1–12

DOI: 10.1145/3465481.3465758 Copy Citation

2021ConferencesSpringer

Towards Improving Privacy of Synthetic DataSets

Kuppa A., Aouad L., Le-Khac N-A

In: Gruschka N., Antunes L.F.C., Rannenberg K., Drogkaris P. (eds) Privacy Technologies and Policy. APF 2021. Lecture Notes in Computer Science, vol 12703. Springer, Cham

DOI: 10.1007/978-3-030-76663-4_6 Copy Citation

2021ConferencesSpringer

Bromley S.T., Sheppard J., Scanlon M., Le-Khac N-A. (2021) Retracing the Flow of the Stream: Investigating Kodi Streaming Services. In: Goel S., Gladyshev P., Johnson D., Pourzandi M., Majumdar S. (eds) Digital Forensics and Cyber Crime. ICDF2C 2020. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 351. Springer, Cham. DOI: https://doi.org/10.1007/978-3-030-68734-2_13

DOI: 10.1007/978-3-030-68734-2_13 Copy Citation

2021Conferences

Automatically Estimate Clusters in Autoencoder-based Clustering Model for Anomaly Detection,

Nguyen V. Q., Nguyen V. Hung, Le-Khac, N-A. and Cao V. Loi

2021 RIVF International Conference on Computing and Communication Technologies (RIVF), 2021, pp. 1-6

DOI: 10.1109/RIVF51545.2021.9642120 Copy Citation

2021Conferences

A Robust PCA Feature Selection To Assist Deep Clustering Autoencoder-Based Network Anomaly Detection,

Nguyen V. Q., Nguyen V. Hung, Cao V. Loi, Le-Khac, N-A. and N. Shone

2021 8th NAFOSTED Conference on Information and Computer Science (NICS), 2021, pp. 335-341

DOI: 10.1109/NICS54270.2021.9701456 Copy Citation

2021Conferences

A Parallel Algorithm For Local Point Density Index Computation Of Large Point Clouds

Vo, A V; C N Lokugam Hewage; Le-Khac, N-A.; Bertolotto, M; Laefer, D

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences; Gottingen Vol. VIII-4/W2-2021, (2021): 75-82

DOI: 10.5194/isprs-annals-VIII-4-W2-2021-75-2021 Copy Citation

2021Conferences

A Hybrid CNN-LSTM Based Approach for Anomaly Detection Systems in SDNs

ElSayed M., Le-Khac, N-A., Jurcut A

ARES 2021: The 16th International Conference on Availability, Reliability and Security, August 2021, Pages 1–7

DOI: 10.1145/3465481.3469190 Copy Citation

2020Conferences

Effect of Security Controls on Patching Window: A Causal Inference based Approach

Kuppa A., Aouad L., Le-Khac N-A

36th Annual Computer Security Applications Conference (ACSAC), Austin, Texas, USA, December 7-11, 2020 (CORE Rank A, GGS Rand A+)

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2020ConferencesIEEE

Towards A New Deep Learning based Approach for the Password Prediction

Kaleel M., Le-Khac N-A

19th IEEE International Conference On Trust, Security And Privacy In Computing And Communications (IEEE TrustCom-20), Guangzhou, China, December, 2020 (CORE Rank A)

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2020ConferencesIEEE

Towards A New Approach to Identify WhatsApp Messages

Cents R., Le-Khac N-A

19th IEEE International Conference On Trust, Security And Privacy In Computing And Communications (IEEE TrustCom-20), Guangzhou, China, December, 2020 (CORE Rank A)

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2020ConferencesIEEE

Kuppa A., Le-Khac N-A. (2020), Black Box Attacks on Explainable Artificial Intelligence (XAI) methods in Cyber Security, IEEE International Joint Conference on Neural Networks (IJCNN), Glasgow, UK, July 17-20, 2020, pp. 1-8, DOI: 10.1109/IJCNN48605.2020.9206780. (CORE Rank A)

DOI: 10.1109/IJCNN48605.2020.9206780 Copy Citation

2020ConferencesSpringer

OAK: Ontology-based Knowledge Map Model for Digital Agriculture

Ngo Q. H., Kechadi T. and Le-Khac, N-A

7th International Conference, Future Data and Security Engineering, FDSE 2020, Quy Nhon, Vietnam, November 25–27, 2020, Springer Lecture Notes in Computer Science, Vol. 12466, 2020

DOI: 10.1007/978-3-030-63924-2 Copy Citation

2020ConferencesSpringer

Clustering-based Deep Autoencoders for Network Anomaly Detection

Nguyen V. Q., Cao V. Loi, Le-Khac, N-A., Nguyen V. Hung

7th International Conference, Future Data and Security Engineering, FDSE 2020, Quy Nhon, Vietnam, November 25–27, 2020, Springer Lecture Notes in Computer Science, Vol. 12466, 2020

DOI: 10.1007/978-3-030-63924-2 Copy Citation

2020ConferencesACM

Network Anomaly Detection Using LSTM Based Autoencoder

ElSayed M., Le-Khac, N-A., Dev S., Jurcut A

Proceedings of the 16th ACM Symposium on QoS and Security for Wireless and Mobile Networks (Q2SWinet'20) November 2020, Pages 37–45

DOI: 10.1145/3416013.3426457 Copy Citation

2020ConferencesIEEE

Detecting Abnormal Traffic in Large-Scale Networks

ElSayed M., Le-Khac, N-A., Dev S., Jurcut A

IEEE International Symposium on Networks, Computer and Communications (ISNCC 2020), October 20-22, 2020, Montreal, Canada

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2020ConferencesIEEE

DDoSNet: A Deep-Learning Model for Detecting Network Attacks

ElSayed M., Le-Khac, N-A., Dev S., Jurcut A

IEEE World of Wireless, Mobile and Multimedia networks (WoWMoM) 2020, Cork, Ireland, June 15-18, arXiv:2006.13981

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2020ConferencesIEEE

Assessing the Influencing Factors on the Accuracy of Underage Facial Age Estimation

Anda F., Lillis D., Becker B., Le-Khac, N-A., Scanlon M

6th IEEE International Conference on Cyber Security and Protection of Digital Services (Cyber Security), Dublin, Ireland, June 02, 2020

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2019ConferencesSpringer

Diederichsen L., Choo KKR., Le-Khac, N-A. (2019) A Graph Database-Based Approach to Analyze Network Log Files. In: Liu J., Huang X. (eds) Network and System Security. NSS 2019. Lecture Notes in Computer Science, vol 11928. Springer, Cham. https://doi.org/10.1007/978-3-030-36938-5_4

DOI: 10.1007/978-3-030-36938-5_4 Copy Citation

2019Conferences

Black Box Attacks on Deep Anomaly Detectors

Kuppa A., Grzonkowski S., Asghar M.R. and Le-Khac NA

The 14th International Conference on Availability, Reliability and Security (ARES 2019), Canterbury, UK, August 26 –29, 2019, (CORE Rank B)

DOI: 10.1145/3339252.3339266 Copy Citation

2019ConferencesIEEE

Thantilage R., Le-Khac N-A. (2019), Framework for the Retrieval of Social Media and Instant Messaging Evidence from Volatile Memory, 18th IEEE International Conference On Trust, Security And Privacy In Computing And Communications (IEEE TrustCom-19), Rotorua, New Zealand, August, 2019 (CORE Rank A)

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2019ConferencesIEEE

Finding Rats in Cats: Detecting Stealthy Attacks using Group Anomaly Detection

Kuppa A., Grzonkowski S., and Le-Khac NA

18th IEEE International Conference On Trust, Security And Privacy In Computing And Communications (IEEE TrustCom-19), Rotorua, New Zealand, August, 2019, (CORE Rank A)

DOI: 10.1109/TrustCom/BigDataSE.2019.00066 Copy Citation

2019Conferences

Vehicle Communication within Networks – Investigation and Analysis approach: A Case Study

Steiner D., Chen L., Hayes D., Le-Khac N-A

The 2019 ADFSL Conference on Digital Forensics, Security and Law, FL. USA, May 2019

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2019ConferencesSpringer

Solid State Drive Forensics: Where Do We Stand?

Vieyra J., Scanlon M., Le-Khac N-A

In: Breitinger F., Baggili I. (eds) Digital Forensics and Cyber Crime. ICDF2C 2018. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol. 259. Springer, Cham

DOI: 10.1007/978-3-030-05487-8_8 Copy Citation

2019ConferencesIEEE

Efficient LiDAR point cloud data encoding for scalable data management within the Hadoop eco-system

Vo AV., Laefer DF., Trifkovic M., Hewage CNL., Bertolotto M., Le-Khac N-A., Ofterdinger U

IEEE Big Data 2019, The Next Frontier of Big Data From LiDAR Workshop, LA, USA, December 9-12

DOI: 10.1109/BigData47090.2019.9006044 Copy Citation

2019ConferencesIEEE

Machine Learning Techniques for Detecting Attacks in SDN

ElSayed M., Le-Khac, N-A., Dev S., Jurcut A

7th IEEE International Conference on Computer Science and Network Technology, Dalian, China, October 2nd 2020

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2019ConferencesSpringer

Ngo Q.H., Le-Khac N-A., Kechadi T. (2019) Predicting Soil pH by Using Nearest Fields. In: Bramer M., Petridis M. (eds) Artificial Intelligence XXXVI. SGAI 2019. Lecture Notes in Computer Science, vol 11927. Springer, Cham. https://doi.org/10.1007/978-3-030-34885-4_40

DOI: 10.1007/978-3-030-34885-4_40 Copy Citation

2019ConferencesSpringer

M.Vuong Ngo, Le-Khac N-A., M-Tahar Kechadi (2019), Designing and Implementing Data Warehouse for Agricultural Big Data, The 2019 International Congress on Big Data June 25 – June 30, 2019, San Diego, USA, Lecture Notes in Computer Science (LNCS), Springer International Publishing AG, DOI 10.1007/978-3-030-23551-2_1

DOI: 10.1007/978-3-030-23551-2_1 Copy Citation

2019Conferences

Vandermeer Y., Le-Khac N-A. , M-T. Kechadi, J. Carthy, (2019), Electronic Evidence Discovery, Identification and Preservation: Role of the First Responder and related capacity building challenges, 14th annual ADFSL Conference on Digital Forensics, Security and Law, Florida, USA, May 2019

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2019ConferencesSpringer

RiskWriter: Predicting Cyber Risk of an Enterprise

Kuppa A, Grzonkowski S., Le-Khac, N-A

In: Ganapathy V., Jaeger T., Shyamasundar R. (eds) Information Systems Security. ICISS 2018. Lecture Notes in Computer Science, vol 11281. Springer, Cham

DOI: 10.1007/978-3-030-05171-6_5 Copy Citation

2018ConferencesIEEE

A Forensic Investigation Framework for Smart Home Environment

Goudbeek A., Choo KKR., Le-Khac, N-A

17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications (IEEE TrustCom-18), New York, USA, August, 2018

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2018ConferencesSpringer

Ontology based Approach for Precision Agriculture

Ngo H., Le-Khac, N-A., and Kechadi, M-T

MIWAI 2018 Multi-Disciplinary International Conference on Artificial Intelligence, Springer LNAI, Hanoi, Vietnam, November, 2018 (in publishing)

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2018ConferencesIEEE

Enabling Trust in Deep Learning Models: A Digital Forensics Case Study

Kuppa A, Grzonkowski S., Le-Khac, N-A

17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications (IEEE TrustCom-18), New York, USA, August, 2018

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2018Conferences

Enhanced Electromagnetic Side-channel Eavesdropping Attacks on Computer Monitors

Sayakkara A., Le-Khac, N-A., Scanlon M

The Second International Workshop on Criminal Use of Information Hiding (CUING), part of the 13th International Conference on Availability, Reliability and Security (ARES 2018), Hamburg, Germany, August, 2018

DOI: 10.1145/3230833.3234690 Copy Citation

2018Conferences

An Efficient Data Warehouse for Crop Yield Prediction

Ngo MV., Le-Khac, N-A., and Kechadi, M-T

14th International Conference on Precision Agriculture, Montreal, Canada, June, 2018

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2018Conferences

Vandermeer Y., Kechadi M-T., Carthy J., Le-Khac, N-A. (2018), Forensic Analysis of the exFAT Artefacts, 13th annual ADFSL Conference on Digital Forensics, Security and Law, Texas, USA, May 2018

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2018Conferences

Roder A., Choo KKR., Le-Khac, N-A. (2018), Unmanned Aerial Vehicle Forensic Investigation Process: Dji Phantom 3 Drone As A Case Study, 13th annual ADFSL Conference on Digital Forensics, Security and Law, Texas, USA, May 2018

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2018Conferences

Sayakkara A., Le-Khac, N-A., Scanlon M. (2018), Electromagnetic Side-Channel A acks: Potential for Progressing Hindered Digital Forensic Analysis, Proceedings of the International Workshop on Speculative Side Channel Analysis (WoSSCA 2018), Amsterdam, The Netherlands, July, 2018

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2018ConferencesIEEE

Anda F., Lillis D., Le-Khac N-A., Scanlon M. (2018), Evaluating Automated Facial Age Estimation Techniques for Digital Forensics, 12th International Workshop on Systematic Approaches to Digital Forensics Engineering (SADFE), IEEE Security and Privacy Workshops, San Francisco, CA, USA, May 2018

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2017Conferences

Privacy-Aware Data Analysis Middleware for Data-Driven EHR Systems

Nguyen T-A., Le-Khac, N-A., and Kechadi, M-T

4th International Conference on Future Data and Security Engineering, HoChiMinh City, Vietnam, November 2017

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2017ConferencesIEEE

Volkswagen Car Entertainment System Forensics

Jacobs D., Choo KKR, Kechadi, M-T.; Le-Khac, N-A

16th IEEE International Conference On Trust, Security And Privacy In Computing And Communications (TrustCom-17), pp. 699-705, Sydney, Australia, August 2017

DOI: 10.1109/Trustcom/BigDataSE/ICESS.2017.302 Copy Citation

2017ConferencesIEEE

Investigation and Automating Extraction of Thumbnails Produced by Image viewers

Van der Meer W., Choo KKR., Le-Khac, N-A., and Kechadi, M-T

16th IEEE International Conference On Trust, Security And Privacy In Computing And Communications (TrustCom-17), pp. 1076-1081, Sydney, Australia, August 2017

DOI: 10.1109/Trustcom/BigDataSE/ICESS.2017.355 Copy Citation

2017ConferencesIEEE

Privileged Data within Digital Evidence

Fleurbaaij D., Scanlon M., Le-Khac, N.A

16th IEEE International Conference On Trust, Security And Privacy In Computing And Communications (TrustCom-17), pp. 1076-1081, Sydney, Australia, August 2017

DOI: 10.1109/Trustcom/BigDataSE/ICESS.2017.307 Copy Citation

2017Conferences

Forensic Analysis of Epic Privacy Browser on Windows Operating Systems

Reed A., Scanlon M., Le-Khac, N.A

16th European Conference on Cyber Warfare and Security, Dublin, Ireland, June 2017

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2017Conferences

Integration of Ether Unpacker into Ragpicker for Plugin-Based Malware Analysis and Identification

Schaefer E., Le-Khac, N-A., Scanlon M

16th European Conference on Cyber Warfare and Security, Dublin, Ireland, June 2017

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2017Conferences

Evaluation of Digital Forensic Process Models with Respect to Digital Forensics as a Service

Du X., Le-Khac, N-A., Scanlon M

16th European Conference on Cyber Warfare and Security, Dublin, Ireland, June 2017

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2017Conferences

Automated Machine Learning-Based Digital Evidence Classification Techniques

Anda F., Le-Khac N-A., Scanlon M

16th European Conference on Cyber Warfare and Security, Dublin, Ireland, June 2017

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2016Conferences

Collective Anomaly Detection Based on Long Short-Term Memory Recurrent Neural Networks

Bontemps, L.; Cao, V-L.; McDermott, James; Le-Khac N-A

Lecture Notes in Computer Science, Vol. 10018: 141-152 Nov 2016 (11 pages)

DOI: 10.1007/978-3-319-48057-2_9 Copy Citation

2016Conferences

Forensics in Industrial Control system: A Case Study

Vliet, PV.; Kechadi, M-T.; Le-Khac N-A

Lecture Notes in Computer Science, Vol. 9588: 147-156 June 2016 (10 pages)

DOI: 10.1007/978-3-319-40385-4_10 Copy Citation

2016ConferencesIEEE

A Bespoke Forensics GIS Tool

Tillekens, A., Le-Khac N-A., and Pham-Thi, T-T.;

IEEE International Symposium On Mobile Computing, Wireless Networks, and Security, Nevada, USA, Dec 2016. (6 pages)

DOI: 10.1109/CSCI.2016.0189 Copy Citation

2016ConferencesIEEE

Bendechache, M., Le-Khac N-A., and Kechadi, M-T.; (2016) Hierarchical Aggregation Approach for Distributed clustering of spatial datasets, 16th IEEE International Conference on Data Mining (ICDM), Workshops, Barcelona, Spain, Dec 2016 (6 pages) DOI: 10.1109/ICDMW.2016.0158

DOI: 10.1109/ICDMW.2016.0158 Copy Citation

2016Conferences

Improving Fitness Functions in Genetic Programming for Classification on Unbalanced Credit Card Data

Cao V-L., Le-Khac N-A., O'Neill M, Nicolau M, McDermott J

Applications of Evolutionary Computation, Lecture Notes in Computer Science, Vol. 9597: p.35-45 March 2016 (11 pages)

DOI: 10.1007/978-3-319-31204-0_3 Copy Citation

2016Conferences

Analytical Approach to the Recovery of Data from CCTV File Systems

R. Gomm R., Le-Khac N-A., M. Scanlon, M-Tahar Kechadi

The 15th European Conference on Cyber Warfare and Security (ECCWS 2016), Munich, Germany, July 2016 p.117-126 (10 pages)

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2016ConferencesIEEE

Toward a new mobile cloud forensic framework

Faheem, M.; Kechadi, M-T.; Le-Khac, N-A

The 6th IEEE International Conference on Innovative Computing Technology, Dublin, Ireland, August 2016 (6 pages)

DOI: 10.1109/INTECH.2016.7845142 Copy Citation

2016ConferencesIEEE

The End of effective Law Enforcement in the Cloud? — To encrypt, or not to encrypt

Ryder, Steven and Le-Khac N-A

The 9th IEEE International Conference on Cloud Computing, San Francisco, CA USA, June 2016 (4 pages)

DOI: 10.1109/CLOUD.2016.0133 Copy Citation

2016ConferencesIEEE

A Lightweight Software Write-blocker for Virtual Machine Forensics

Tobin, P.; Le-Khac N-A., and Kechadi, M-T

The 6th IEEE International Conference on Innovative Computing Technology, Dublin, Ireland, August 2016 (6 pages)

DOI: 10.1109/INTECH.2016.7845141 Copy Citation

2016ConferencesIEEE

Nicolls, Vincent; Le-Khac N-A.; Chen,L.; Scanlon M. (2016) IPv6 Security and Forensics, The 6th IEEE International Conference on Innovative Computing Technology, Dublin, Ireland, August 2016 (6 pages) DOI: 10.1109/INTECH.2016.7845143

DOI: 10.1109/INTECH.2016.7845143 Copy Citation

2016Conferences

Designing Hybrid Cloud using OpenStack for Supporting Multimedia with Security and Privacy Concerns

Cushman, I. and Chen L.; Rawat, D. and Le-Khac N-A

9th EAI International Conference on Mobile Multimedia Communications, Xi'an, China, June 18–19, 2016 (6 pages)

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2016Conferences

Forensic Analysis of Virtual Hard Drives

Tobin, P.; Le-Khac N-A., and Kechadi, M-T

Eleventh International Conference on the Systematic Approaches to Digital Forensics Engineering, Kyoto, Japan, September 2016 (8 pages)

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2016Conferences

Forensic Analysis of ARES GALAXY Peer-To-Peer Network

Kolenbrander F., Le-Khac N-A., M-T. Kechadi

11th annual ADFSL Conference on Digital Forensics, Security and Law, Florida, USA, May 2016 (11 pages)

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2016ConferencesIEEE

Control Flow Change in Assembly as a Classifier in Malware Analysis

Linke A., Le-Khac N-A

4th IEEE International Symposium on Digital Forensics and Security, Arkansas, USA, April 2016 (6 pages)

DOI: 10.1109/ISDFS.2016.7473514 Copy Citation

2016ConferencesIEEE

Bendechache, M.; Kechadi, M-T. and Le-Khac N-A.; (2016) "Efficient Large Scale Clustering based on Data Partitioning The 3rd IEEE International Conference on Data Science and Advanced Analytics, Montreal, October 2016 (10 pages) DOI: 10.1109/DSAA.2016.70

DOI: 10.1109/DSAA.2016.70 Copy Citation

2016ConferencesIEEE

Toward a new tool to extract the Evidence from a Memory Card of Mobile phones

Witteman R., Meijer A., Le-Khac N-A., M-T. Kechadi

4th IEEE International Symposium on Digital Forensics and Security, Arkansas, USA, April 2016 (6 pages)

DOI: 10.1109/ISDFS.2016.7473533 Copy Citation

2016ConferencesIEEE

Increasing Digital Investigator Availability Through Efficient Workflow Management And Automation

Braekt R., Le-Khac N-A., J. Farina, M. Scanlon, M-T. Kechadi

4th IEEE International Symposium on Digital Forensics and Security, Arkansas, USA, April 2016 (6 pages)

DOI: 10.1109/ISDFS.2016.7473520 Copy Citation

2015Conferences

Forensics Acquisition and Analysis of instant messaging and VoIP applications

Christos Sgaras, M. Tahar Kechadi and Le-Khac N-A

Lecture Notes in Computer Science, Vol.8915: 188-199 June 2015 (12 pages)

DOI: 10.1007/978-3-319-20125-2_16 Copy Citation

2015Conferences

Overview of the Forensic Investigation of Cloud Services

J. Farina, M. Scanlon, Le-Khac N-A and M-T. Kechadi

WCSF 2015 workshop, 10th International Conference on Availability, Reliability and Security, Toulouse, France, August 24-28, 2015 (10 pages)

DOI: 10.1109/ARES.2015.81 Copy Citation

2015Conferences

HTML5 Zero Configuration Covert Channels: Security Risks and Challenges

J. Farina, M. Scanlon, Le-Khac N-A and M-T. Kechadi

The 10th ADFSL Conference on Digital Forensics, Security and Law (ADFSL 2015), Florida, USA, May 19 -21, 2015 (16 pages)

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2015ConferencesIEEE

Toward a new approach for massive LiDAR data processing

Hung V. Cao, K. X. Chu, Le-Khac N-A, M-T. Kechadi, D. Laefer and Linh Hong Truong

IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, July 6 – 7, 2015, Fuzhou, China (7 pages)

DOI: 10.1109/ICSDM.2015.7298040 Copy Citation

2015Conferences

Towards the Forensic Identification and Investigation of Cloud Hosted Servers through Noninvasive Wiretaps

H. Schut, J. Farina, M. Scanlon and Le-Khac N-A

The 10th International Workshop on Frontiers in Availability, Reliability and Security FARES 2015, Toulouse, France, August 24-28, 2015, (9 pages)

DOI: 10.1109/ARES.2015.77 Copy Citation

2015Conferences

Digital Forensic Investigations in the Cloud A Proposed Approach for Irish Law Enforcement

J. Plunkett, M. Tahar Kechadi and Le-Khac N-A

The 11th Annual IFIP WG 11.9 International Conference on Digital Forensics Orlando, Florida, USA, January 26 – 28, 2015 (20 pages)

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