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Home > Handbook of Big Data Privacy > Applications of Big Data Analytics and Machine Learning in the Internet of Things
Handbook of Big Data Privacy |
Kim-Kwang Raymond Choo; Ali Dehghantanha
Springer International Publishing
Handbook of Big Data Privacy
Applications of Big Data Analytics and Machine Learning in the Internet of Things
Authors

Shamim Yousefi; Farnaz Derakhshan; Hadis Karimipour

ARI Id

1665246268849_5539052

Access

Not Available Free

Pages

77-108

DOI

10.1007/978-3-030-38557-6_5

Chapter URL

https://rd.springer.com/chapter/10.1007/978-3-030-38557-6_5

Table of Contents of Book
Showing 1 to 20 of 20 entries
Chapters/HeadingsAuthor(s)PagesInfo
Front Matter
i-ix
Big Data and Privacy: Challenges and Opportunities
Amin Azmoodeh; Ali Dehghantanha
1-5
AI and Security of Critical Infrastructure
Jacob Sakhnini; Hadis Karimipour; Ali Dehghantanha; Reza M. Parizi
7-36
Industrial Big Data Analytics: Challenges and Opportunities
Abdulrahman Al-Abassi; Hadis Karimipour; Hamed HaddadPajouh; Ali Dehghantanha; Reza M. Parizi
37-61
A Privacy Protection Key Agreement Protocol Based on ECC for Smart Grid
Mostafa Farhdi Moghadam; Amirhossein Mohajerzdeh; Hadis Karimipour; Hamid Chitsaz; Roya Karimi; Behzad Molavi
63-76
Applications of Big Data Analytics and Machine Learning in the Internet of Things
Shamim Yousefi; Farnaz Derakhshan; Hadis Karimipour
77-108
A Comparison of State-of-the-Art Machine Learning Models for OpCode-Based IoT Malware Detection
William Peters; Ali Dehghantanha; Reza M. Parizi; Gautam Srivastava
109-120
Artificial Intelligence and Security of Industrial Control Systems
Suby Singh; Hadis Karimipour; Hamed HaddadPajouh; Ali Dehghantanha
121-164
Enhancing Network Security Via Machine Learning: Opportunities and Challenges
Mahdi Amrollahi; Shahrzad Hadayeghparast; Hadis Karimipour; Farnaz Derakhshan; Gautam Srivastava
165-189
Network Security and Privacy Evaluation Scheme for Cyber Physical Systems (CPS)
Mridula Sharma; Haytham Elmiligi; Fayez Gebali
191-217
Anomaly Detection in Cyber-Physical Systems Using Machine Learning
Hossein Mohammadi Rouzbahani; Hadis Karimipour; Abolfazl Rahimnejad; Ali Dehghantanha; Gautam Srivastava
219-235
Big Data Application for Security of Renewable Energy Resources
Hossein Mohammadi Rouzbahani; Hadis Karimipour; Gautam Srivastava
237-254
Big-Data and Cyber-Physical Systems in Healthcare: Challenges and Opportunities
Jesus Castillo Cabello; Hadis Karimipour; Amir Namavar Jahromi; Ali Dehghantanha; Reza M. Parizi
255-283
Privacy Preserving Abnormality Detection: A Deep Learning Approach
Wenyu Han; Amin Azmoodeh; Hadis Karimipour; Simon Yang
285-303
Privacy and Security in Smart and Precision Farming: A Bibliometric Analysis
Sanaz Nakhodchi; Ali Dehghantanha; Hadis Karimipour
305-318
A Survey on Application of Big Data in Fin Tech Banking Security and Privacy
Mahdi Amrollahi; Ali Dehghantanha; Reza M. Parizi
319-342
A Hybrid Deep Generative Local Metric Learning Method for Intrusion Detection
Mahdis Saharkhizan; Amin Azmoodeh; Hamed HaddadPajouh; Ali Dehghantanha; Reza M. Parizi; Gautam Srivastava
343-357
Malware Elimination Impact on Dynamic Analysis: An Experimental Machine Learning Approach
Mohammad Nassiri; Hamed HaddadPajouh; Ali Dehghantanha; Hadis Karimipour; Reza M. Parizi; Gautam Srivastava
359-370
RAT Hunter: Building Robust Models for Detecting Remote Access Trojans Based on Optimum Hybrid Features
Mohammad Mehdi BehradFar; Hamed HaddadPajouh; Ali Dehghantanha; Amin Azmoodeh; Hadis Karimipour; Reza M. Parizi et al.
371-383
Active Spectral Botnet Detection Based on Eigenvalue Weighting
Amin Azmoodeh; Ali Dehghantanha; Reza M. Parizi; Sattar Hashemi; Bahram Gharabaghi; Gautam Srivastava
385-397
Chapters/HeadingsAuthor(s)PagesInfo
Showing 1 to 20 of 20 entries
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