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Adaptive Anomaly Detection for Identifying Attacks in Cyber-Physical Systems: A Systematic Literature Review

21 November 2024

Papers citing "Adaptive Anomaly Detection for Identifying Attacks in Cyber-Physical Systems: A Systematic Literature Review"

24 / 24 papers shown

Title
Benchmarking Unsupervised Online IDS for Masquerade Attacks in CAN Pablo Moriano Steven C. Hespeler Mingyan Li Robert A. Bridges AAML 72 3 0 19 Jun 2024
Active anomaly detection based on deep one-class classification Minkyung Kim Junsik Kim Jongmin Yu Jun Kyun Choi 86 15 0 18 Sep 2023
Integration of Digital Twin and Federated Learning for Securing Vehicular Internet of Things Deepti Gupta Shafika Showkat Moni A. Tosun 53 15 0 25 Jul 2023
A Survey on Explainable Anomaly Detection Zhong Li Yuxuan Zhu M. Leeuwen 115 78 0 13 Oct 2022
CANShield: Deep Learning-Based Intrusion Detection Framework for Controller Area Networks at the Signal-Level Md Hasan Member Ieee Yang Xiao Senior Member Ieee Pablo Moriano Fellow Ieee Wenjing Lou F. I. Y. Thomas Hou 60 22 0 03 May 2022
Detecting CAN Masquerade Attacks with Signal Clustering Similarity Pablo Moriano Robert A. Bridges Michael D. Iannacone 68 12 0 07 Jan 2022
Adversarially Robust One-class Novelty Detection Shao-Yuan Lo Poojan Oza Vishal M. Patel AAML 56 32 0 25 Aug 2021
Reinforcement Learning for Feedback-Enabled Cyber Resilience Yunhan Huang Linan Huang Quanyan Zhu 73 70 0 02 Jul 2021
Cybersecurity of Industrial Cyber-Physical Systems: A Review Hakan Kayan Matthew Nunes Omer F. Rana Pete Burnap Charith Perera AI4CE 93 125 0 10 Jan 2021
A Comprehensive Guide to CAN IDS Data & Introduction of the ROAD Dataset Miki E. Verma Robert A. Bridges Michael D. Iannacone Samuel C. Hollifield Pablo Moriano Steven C. Hespeler Bill Kay Frank L. Combs AAML 72 38 0 29 Dec 2020
Deep Learning-Based Anomaly Detection in Cyber-Physical Systems: Progress and Opportunities Yuan Luo Ya Xiao Long Cheng Guojun Peng D. Yao 72 162 0 30 Mar 2020
A Dynamic Games Approach to Proactive Defense Strategies against Advanced Persistent Threats in Cyber-Physical Systems Linan Huang Quanyan Zhu AAML 90 128 0 24 Jun 2019
Deep Reinforcement Learning for Cyber Security Thanh Thi Nguyen Vijay Janapa Reddi OffRL AI4CE 70 331 0 13 Jun 2019
Anomaly Detection Models for IoT Time Series Data F. Giannoni M. Mancini Federico Marinelli 36 45 0 30 Nov 2018
Big Data Meet Cyber-Physical Systems: A Panoramic Survey R. Atat Lingjia Liu Jinsong Wu Guangyu Li Chunxuan Ye Yi Yang 33 193 0 29 Oct 2018
Stakeholders in Explainable AI Alun D. Preece Daniel Harborne Dave Braines Richard J. Tomsett Supriyo Chakraborty 55 157 0 29 Sep 2018
Root-cause Analysis for Time-series Anomalies via Spatiotemporal Graphical Modeling in Distributed Complex Systems Chao Liu Kin Gwn Lore Zhanhong Jiang Soumik Sarkar 52 23 0 31 May 2018
Kitsune: An Ensemble of Autoencoders for Online Network Intrusion Detection Yisroel Mirsky Tomer Doitshman Yuval Elovici A. Shabtai 81 811 0 25 Feb 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 805 132,725 0 12 Jun 2017
Zero-Shot Learning -- The Good, the Bad and the Ugly Yongqin Xian Bernt Schiele Zeynep Akata 82 844 0 13 Mar 2017
Cyber-Physical Systems Security -- A Survey Abdulmalik Humayed Jingqiang Lin Fengjun Li Bo Luo 48 784 0 17 Jan 2017
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 378 7,343 0 13 Jun 2016
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 271 8,464 0 23 Nov 2015
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 693 31,571 0 16 Jan 2013