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Nhien-An Le-Khac
Nhien-An Le-Khac
Associate Professor of Digital Forensics and Cyber Security, University College Dublin
Verificeret mail på ucd.ie - Startside
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Collective Anomaly Detection Based on Long Short-Term Memory Recurrent Neural Networks
L Bontemps, VL Cao, J McDermott, NA Le-Khac
International Conference on Future Data and Security Engineering, 141-152, 2016
3492016
InSDN: A Novel SDN Intrusion Dataset
MS Elsayed, NA Le-Khac, AD Jurcut
IEEE Access 8, 2020
3222020
DDoSNet: A Deep-Learning Model for Detecting Network Attacks
M Said Elsayed, NA Le-Khac, S Dev, AD Jurcut
IEEE World of Wireless, Mobile and Multimedia networks (WoWMoM) 2020, 2020
295*2020
Network Anomaly Detection Using LSTM Based Autoencoder
M Said Elsayed, NA Le-Khac, S Dev, AD Jurcut
Proceedings of the 16th ACM Symposium on QoS and Security for Wireless and …, 2020
2402020
A novel hybrid model for intrusion detection systems in SDNs based on CNN and a new regularization technique
MS ElSayed, NA Le-Khac, MA Albahar, A Jurcut
Journal of Network and Computer Applications, 103160, 2021
1802021
Financial Cybercrime: A Comprehensive Survey of Deep Learning Approaches to Tackle the Evolving Financial Crime Landscape
J Nicholls, A Kuppa, NA Le-Khac
IEEE Access, 2021
1692021
Security Considerations for Internet of Things: A Survey
A Jurcut, N Tiberui, PS Ranaweera, NA Le-Khac
Springer SN Computer Science, 2020
1362020
Internet of Things Forensics: Challenges and Case Study Advances in Digital Forensics XIV, G. Peterson and S. Shenoi
S Alabdulsalam, K Schaefer, MT Kechadi, NA Le-Khac
Springer, Heidelberg, Germany, 2018
134*2018
A survey of electromagnetic side-channel attacks and discussion on their case-progressing potential for digital forensics
A Sayakkara, NA Le-Khac, M Scanlon
Digital Investigation 29, 43-54, 2019
1302019
Application of data mining for anti-money laundering detection: A case study
NA Le Khac, MT Kechadi
2010 IEEE International Conference on Data Mining Workshops, 577-584, 2010
1262010
A Flow Based Anomaly Detection Approach with Feature Selection Method Against DDoS Attacks inSDNs
M El Sayed, NA Le-Khac, M Azer, A Jurcut
IEEE Transactions on Cognitive Communications and Networking, 2022
1222022
Black Box Attacks on Explainable Artificial Intelligence (XAI) methods in Cyber Security
A Kuppa, NA Le-Khac
IEEE International Joint Conference on Neural Networks (IJCNN), 2020
1182020
Smart Vehicle Forensics: Challenges and Case Study
NA Le-Khac, D Jacobs, J Nijhoff, K Bertens, KKR Choo
Future Generation of Computer Systems, 2018
1182018
Evaluation of Digital Forensic Process Models with Respect to Digital Forensics as a Service
X Du, NA Le-Khac, M Scanlon
16th European Conference on Cyber Warfare and Security (ECCWS 2017), 573-581, 2017
1122017
Tiered Forensic Methodology Model for Digital Field Triage by Non-Digital Evidence Specialists
B Hitchcock, NA Le-Khac, M Scanlon
Digital Forensics Research Workshop, DFRWS EU 2016, 2016
1082016
Adversarial XAI methods in Cybersecurity
A Kuppa, NA Le-Khac
IEEE Transactions on Information Forensics and Security, 2021
942021
SoK: exploring the state of the art and the future potential of artificial intelligence in digital forensic investigation
X Du, C Hargreaves, J Sheppard, F Anda, A Sayakkara, NA Le-Khac, ...
Proceedings of the 15th International Conference on Availability …, 2020
932020
Process memory investigation of the Bitcoin Clients Electrum and Bitcoin Core
L Van der Horst, KKR Choo, NA Le-Khac
IEEE Access 5 (1), 2017
882017
Non-Cooperative Energy Efficient Power Allocation Game in D2D Communication: A Multi-Agent Deep Reinforcement Learning Approach
KK Nguyen, TQ Duong, NA Vien, NA Le-Khac, MN Nguyen
IEEE Access 7, 100480-100490, 2019
872019
A Hybrid CNN-LSTM Based Approach for Anomaly De-tection Systems in SDNs
M Abdallah, NA Le-Khac, H Jahromi, AD Jurcut
16th International Conference on Availability, Reliability and Security …, 2021
812021
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Artikler 1–20