1st Edition
Handbook of AI-Driven Threat Detection and Prevention A Holistic Approach to Security
1. Understanding AI and Machine Learning in Security
Pankaj Bhambri
2. Data Collection and Preprocessing for Security
Satya Subrahmanyam
3. Feature Engineering for Threat Detection
Sepideh Bazzaz Abkenar, Mostafa Haghi Kashani, and Mohammad Nikravan
4. Anomaly Detection with Artificial Intelligence
Mohammad Nikravan, Mostafa Haghi Kashani, and Sepideh Bazzaz Abkenar
5. Signature-Based Security in Wireless Communication
J. S. Prasath, S. Benjamin Arul, A. Vijaya Lakshmi, and Jose Anand A.
6. Behavioral Analysis for Threat Detection
Satya Subrahmanyam
7. Network Security with Artificial Intelligence
Rachna Rana and Pankaj Bhambri
8. Endpoint Security and Artificial Intelligence in the Financial Sector
Shaista Alvi
9. Cloud Security and Artificial Intelligence
Mansi Sharma, David Raymond, Induni Weerarathna, Praveen Kumar, and Abeny Ramadan Chadar
10. Adversarial Attacks on AI Security Systems: Investigating the Vulnerability of AI-Powered Security Solutions
Shaista Alvi
11. Ethical Considerations and Privacy in AI-Powered Security
Gowtham H, Nandha Gopal J, and Jose Anand A.
12. Artificial Intelligence in Financial Fraud Detection
M. Narender and Jose Anand A.
13. Graph-Based Intelligent Cyber Threat Detection System
Julien Michel and Pierre Parrend
14. Future Trends in Artificial Intelligence Driven Security
Utpal Ghosh and Uttam Kr. Mondal
15. Enhancing Cybersecurity with Distributed Models and Sparse Mixture of Experts
Ashok J, Jayapratha T, Arunmozhi S A, Gayathri B, Karthick K, and Mayakannan S
16. Anomaly Detection in SIEM Data: User Behavior Analysis with Artificial Intelligence
Vedat Önal, Halil Arslan, and Özkan Canay
17. AI-Driven Security System for Biometric Surveillance
Özgur Önday
18. AI-Powered Predictive Analysis for Proactive Cyber Defense
Pankaj Bhambri and Paula Bajdor
19. Deep Learning Techniques for Intrusion Detection in Critical Infrastructure
Pankaj Bhambri and Ilona Paweloszek
20. Quantum Computing and AI Synergies: Strengthening Cybersecurity Resilience
Pankaj Bhambri and Ahmed Hamad
21. Integrating AI with Blockchain for Decentralized Security and Threat Prevention
Pankaj Bhambri and Marta Starostka-Patyk
Biography
Dr. Pankaj Bhambri is affiliated with the Department of Information Technology at Guru Nanak Dev Engineering College in Ludhiana. He fulfills the role of the Convener for his Departmental Board of Studies. He possesses nearly two decades of teaching experience. He is an active member of IE India, ISTE New Delhi, IIIE Navi Mumbai, IETE New Delhi, and CSI Mumbai. He has contributed to the various research activities while publishing articles in the renowned SCIE and Scopus journals and conference proceedings. He has also published several international patents. Dr. Bhambri has garnered extensive experience in the realm of academic publishing, having served as an editor/author for a multitude of books in collaboration with esteemed publishing houses. Dr. Bhambri has been honored with several prestigious accolades, including the ISTE Best Teacher Award in 2023 and 2022, the I2OR National Award in 2020, the Green ThinkerZ Top 100 International Distinguished Educators award in 2020, the I2OR Outstanding Educator Award in 2019, the SAA Distinguished Alumni Award in 2012, the CIPS Rashtriya Rattan Award in 2008, the LCHC Best Teacher Award in 2007, and numerous other commendations from various government and nonprofit organizations. He has provided guidance and oversight for numerous research projects and dissertations at the postgraduate and Ph.D. levels. He has successfully organized a diverse range of educational programs, securing financial backing from esteemed institutions such as the AICTE, the TEQIP, among others. Dr. Bhambri’s areas of interest encompass machine learning, bioinformatics, wireless sensor networks, and network security.
Dr. A. Jose Anand is currently associated with Halifax Regional Center for Education, Halifax, Nova Scotia, Canada. Earlier, he had worked as a professor at the Department of Electronics and Communication Engineering, KCG College of Technology, Chennai, Tamil Nadu, India. He has one year of industrial experience, 24 years of teaching experience, and one year of experience as an assistant for Halifax Regional Center for Education at Saint Mary’s Elementary School, Halifax, Nova Scotia, Canada. He has presented several papers at national and international conferences. He has published several papers in national and international journals and has published books for polytechnic and engineering subjects. He is a member of CSI, IEI, IET, IETE, ISTE, INS, QCFI, and EWB. His current research interests are wireless sensor networks, embedded systems, Internet of Things, machine learning, and image processing.
