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Soft Computing for Security Applications : Proceedings of ICSCS 2021 / edited by G. Ranganathan, Xavier Fernando, Fuqian Shi, Youssouf El Allioui.
Springer eBooks EBA - Intelligent Technologies and Robotics Collection 2022 Available online
View online- Format:
- Book
- Conference/Event
- Conference Name:
- Soft Computing for Security Applications (Conference)
- Series:
- Advances in Intelligent Systems and Computing, 2194-5365 ; 1397
- Language:
- English
- Subjects (All):
- Computational intelligence.
- Artificial intelligence.
- Data protection.
- Image processing--Digital techniques.
- Image processing.
- Computer vision.
- Signal processing.
- Computational Intelligence.
- Artificial Intelligence.
- Data and Information Security.
- Computer Imaging, Vision, Pattern Recognition and Graphics.
- Signal, Speech and Image Processing.
- Local Subjects:
- Computational Intelligence.
- Artificial Intelligence.
- Data and Information Security.
- Computer Imaging, Vision, Pattern Recognition and Graphics.
- Signal, Speech and Image Processing.
- Physical Description:
- 1 online resource (944 pages) : illustrations (black and white, and colour)
- Edition:
- 1st ed. 2022.
- Place of Publication:
- Singapore : Springer Nature Singapore : Imprint: Springer, 2022.
- Summary:
- This book features selected papers from the International Conference on Soft Computing for Security Applications (ICSCS 2021), held at Dhirajlal Gandhi College of Technology, Tamil Nadu, India, during June 2021. It covers recent advances in the field of soft computing techniques such as fuzzy logic, neural network, support vector machines, evolutionary computation, machine learning and probabilistic reasoning to solve various real-time challenges. The book presents innovative work by leading academics, researchers, and experts from industry.
- Contents:
- Facial Image Denoising and Reconstruction
- One Method for RC5 Algorithm’s Cryptographic Strength Improving
- Multiclass Classification of Firewall Log Files Using Shallow Neural Network for Network Security Applications
- On the Possibility of Evasion Attacks with Macro Malware
- IoT-Based Smart Crop Field Monitoring and Protection System from Heavy Rainfall Utilizing Raspberry Pi.
- ISBN:
- 981-16-5300-3
- 981-16-5301-1
- OCLC:
- 1285168426
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