Detection of Cyberattacks Traces in IoT Data

Vibekananda Dutta; Michał Choraś; Marek Pawlicki; Rafał Kozik

doi:10.3897/jucs.2020.075

Research Article

JUCS - Journal of Universal Computer Science 26(11): 1422-1434
https://doi.org/10.3897/jucs.2020.075 (28 Nov 2020)

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Duc-Minh Ngo, Dominic Lightbody, Andriy Temko, Cuong Pham-Quoc, Ngoc-Thinh Tran, Colin C. Murphy, Emanuel Popovici (2022)
HH-NIDS: Heterogeneous Hardware-Based Network Intrusion Detection Framework for IoT Security. Future Internet 15: 9.

DOI: 10.3390/fi15010009

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Unsupervised network traffic anomaly detection with deep autoencoders. Logic Journal of the IGPL 30: 912.

DOI: 10.1093/jigpal/jzac002

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Iot traffic-based DDoS attacks detection mechanisms: A comprehensive review. The Journal of Supercomputing 80: 9986.

DOI: 10.1007/s11227-023-05843-7

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Fog Computing-Based Intrusion Detection Architecture to Protect IoT Networks. Wireless Personal Communications 125: 231.

DOI: 10.1007/s11277-022-09548-7

Vibekananda Dutta, Teresa Zielińska (2021)
Cybersecurity of Robotic Systems: Leading Challenges and Robotic System Design Methodology. Electronics 10: 2850.

DOI: 10.3390/electronics10222850

Erim Aydin, Serif Bahtiyar (2021)
OCIDS: An Online CNN-Based Network Intrusion Detection System for DDoS Attacks with IoT Botnets. 2021 14th International Conference on Security of Information and Networks (SIN) : 1.

DOI: 10.1109/SIN54109.2021.9699288

Duc-Minh Ngo, Andriy Temko, Colin C. Murphy, Emanuel Popovici (2021)
FPGA Hardware Acceleration Framework for Anomaly-based Intrusion Detection System in IoT. 2021 31st International Conference on Field-Programmable Logic and Applications (FPL) : 69.

DOI: 10.1109/FPL53798.2021.00020

Marek Pawlicki, Aleksandra Pawlicka, Mikołaj Komisarek, Rafał Kozik, Michał Choraś (2022)
The IoT Threat Landscape vs. Machine Learning, a.k.a. Who Attacks IoT, Why Do They Do It, and How to Prevent It?. Proceedings of the 30th International Conference on Information Systems Development : .

DOI: 10.62036/ISD.2022.47

Marek Pawlicki (2023)
Towards Quality Measures for xAI algorithms: Explanation Stability. 2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA) : 1.

DOI: 10.1109/DSAA60987.2023.10302535

Federica Uccello, Marek Pawlicki, Salvatore D’Antonio, Rafał Kozik, Michał Choraś (2024)
Proceedings of the Second International Conference on Advances in Computing Research (ACR’24). Chapter 21: 244.

DOI: 10.1007/978-3-031-56950-0_21

Sreenidhi Ganachari, Pramodini Nandigam, Anchal Daga, Sachi Nandan Mohanty, S. V. Sudha (2023)
Intelligent Systems and Machine Learning. Chapter 15: 169.

DOI: 10.1007/978-3-031-35078-8_15

Minh-Hoang Nguyen, Van-Nhan Nguyen, Nam-Hoang Nguyen, Sinh-Cong Lam, Trong-Minh Hoang (2023)
Intelligence of Things: Technologies and Applications. Chapter 31: 332.

DOI: 10.1007/978-3-031-46749-3_31

Marek Pawlicki, Aleksandra Pawlicka, Rafał Kozik, Michał Choraś (2023)
Computer Information Systems and Industrial Management. Chapter 21: 283.

DOI: 10.1007/978-3-031-42823-4_21

Piragash Maran, Timothy Tzen Vun Yap, Ji Jian Chin, Hu Ng, Vik Tor Goh, Thiam Yong Kuek (2022)
Proceedings of the International Conference on Computer, Information Technology and Intelligent Computing (CITIC 2022). Chapter 3: 15.

DOI: 10.2991/978-94-6463-094-7_3

Marek Pawlicki, Rafał Kozik, Michał Choraś (2024)
Mobile Internet Security. Chapter 14: 197.

DOI: 10.1007/978-981-97-4465-7_14