Real Time early Multi Stage Attack Detection

A UCA-Root-MUSIC algorithm for direction-of-arrival (DOA) estimation is proposed in this paper which is based on UCA-RB-MUSIC [1]. The method utilizes not only a unitary transformation matrix different from UCA-RB-MUSIC but also the multi-stage Wiener filter (MSWF) to estimate the signal subspace and the number of sources, so that the new method has lower computational complexity and is more conducive to the real-time implementation. The computer simulation results demonstrate the improvement with the proposed method.

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Real-Time Text Steganalysis Based on Multi-Stage Transfer Learning

IEEE Signal Processing Letters ◽

10.1109/lsp.2021.3097241 ◽

2021 ◽

Vol 28 ◽

pp. 1510-1514

Author(s):

Wanli Peng ◽

Jinyu Zhang ◽

Yiming Xue ◽

Zhenghong Yang

Keyword(s):

Real Time ◽

Transfer Learning ◽

Multi Stage

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Multi-Stage Real-time Operation of A Multi-energy Microgrid With Electrical and Thermal Energy Storage Assets: A Data-Driven MPC-ADP Approach

IEEE Transactions on Smart Grid ◽

10.1109/tsg.2021.3119972 ◽

2021 ◽

pp. 1-1

Author(s):

Zhengmao Li ◽

Lei Wu ◽

Yan Xu ◽

Somayeh Moazeni ◽

Zao Tang

Keyword(s):

Energy Storage ◽

Real Time ◽

Thermal Energy ◽

Thermal Energy Storage ◽

Data Driven ◽

Time Operation ◽

Multi Stage ◽

Real Time Operation

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Real-Time Cyber-Physical False Data Attack Detection in Smart Grids Using Neural Networks

2017 International Conference on Computational Science and Computational Intelligence (CSCI) ◽

10.1109/csci.2017.1 ◽

2017 ◽

Cited By ~ 2

Author(s):

Erik M. Ferragut ◽

Jason Laska ◽

Mohammed M. Olama ◽

Ozgur Ozmen

Keyword(s):

Neural Networks ◽

Real Time ◽

Smart Grids ◽

Attack Detection

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Real-time fish stress visualization came true：A novel multi-stage color-switching wireless biosensor system

Biosensors and Bioelectronics ◽

10.1016/j.bios.2018.09.042 ◽

2019 ◽

Vol 130 ◽

pp. 360-366 ◽

Cited By ~ 1

Author(s):

Haiyun Wu ◽

Ryosuke Shinoda ◽

Masataka Murata ◽

Haruto Matsumoto ◽

Hitoshi Ohnuki ◽

...

Keyword(s):

Real Time ◽

Multi Stage ◽

Biosensor System ◽

Wireless Biosensor ◽

Color Switching

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CloudRadar: A Real-Time Side-Channel Attack Detection System in Clouds

Research in Attacks, Intrusions, and Defenses - Lecture Notes in Computer Science ◽

10.1007/978-3-319-45719-2_6 ◽

2016 ◽

pp. 118-140 ◽

Cited By ~ 51

Author(s):

Tianwei Zhang ◽

Yinqian Zhang ◽

Ruby B. Lee

Keyword(s):

Real Time ◽

Detection System ◽

Attack Detection ◽

Side Channel ◽

Side Channel Attack

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Approach to real time attack detection on the base of simulation and graph oriented modeling

Informatization and communication ◽

10.34219/2078-8320-2021-12-7-30-35 ◽

2021 ◽

Vol 7 ◽

Author(s):

V.A. Desnitsky ◽

Keyword(s):

Real Time ◽

Software Tool ◽

Attack Detection ◽

Suitable Model ◽

Distinctive Features ◽

Detection Process ◽

Detection Model ◽

Security Incidents

The article presents an approach to detecting attacks in real time based on simulation and graph-oriented mod- eling. The detection process is performed in a mode close to real-time with the ability to promptly detect known types of security incidents. The distinctive features of the approach include the multidimensional nature of attack detection with the ability to select a specific type of simulation and graph-oriented attack detection model with their subsequent combination. In addition, within the practical part of the work, a software tool has been developed to select the most suitable model apparatus for detecting attacks of each type.

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