Cyberattack Detection Using Deep Generative Models with Variational Inference-Reference-Cited by-同舟云学术

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Cyberattack Detection Using Deep Generative Models with Variational Inference

Published:2019-02 Issue:2 Volume:145 Page:04018093
ISSN:0733-9496
Container-title:Journal of Water Resources Planning and Management
language:en
Short-container-title:J. Water Resour. Plann. Manage.

Author:

Chandy Sarin E.¹,Rasekh Amin²,Barker Zachary A.³,Shafiee M. Ehsan⁴

Affiliation:

1. Data Scientist, Advanced Infrastructure Analytics, Xylem, Inc., 817 West Peachtree St., Atlanta, GA 30308.

2. Lead R&D Engineer, Advanced Infrastructure Analytics, Xylem, Inc., 817 West Peachtree St., Atlanta, GA 30308 (corresponding author).

3. Water Resources Engineer, Advanced Infrastructure Analytics, Xylem, Inc., 639 Davis Dr., Morrisville, NC 27560.

4. Lead R&D Engineer, Advanced Infrastructure Analytics, Xylem, Inc., 639 Davis Dr., Morrisville, NC 27560.

Publisher

American Society of Civil Engineers (ASCE)

Subject

Management, Monitoring, Policy and Law,Water Science and Technology,Geography, Planning and Development,Civil and Structural Engineering

Link

http://ascelibrary.org/doi/pdf/10.1061/%28ASCE%29WR.1943-5452.0001007

Reference36 articles.

1. Ahmed C. M. C. Murguia and J. Ruths. 2017. “Model-based attack detection scheme for smart water distribution networks.” In Proc. 2017 ACM on Asia Conf. on Computer and Communications Security 101–113. New York: Association for Computing Machinery.

2. Cyber Security of Water SCADA Systems—Part I: Analysis and Experimentation of Stealthy Deception Attacks

3. Cyber Security of Water SCADA Systems—Part II: Attack Detection Using Enhanced Hydrodynamic Models

4. A survey of methods for time series change point detection

5. Daily reservoir inflow forecasting using multiscale deep feature learning with hybrid models

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1. Federated Learning-Based Intrusion Detection Framework for Internet of Things and Edge Computing Backed Critical Infrastructure;2024 IEEE International Conference on Communications Workshops (ICC Workshops);2024-06-09

2. Finding Harmony in the Noise: Blending Security Alerts for Attack Detection;Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing;2024-04-08

3. High-Fidelity Cyber and Physical Simulation of Water Distribution Systems. II: Enabling Cyber-Physical Attack Localization;Journal of Water Resources Planning and Management;2023-05

4. Cyberattack Diagnosis in Water Distribution Networks Combining Data-Driven and Structural Analysis Methods;Journal of Water Resources Planning and Management;2023-05

5. Synthetic attack data generation model applying generative adversarial network for intrusion detection;Computers & Security;2023-02

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