Big Data Analytics in Cybersecurity (Hardcover)

I. Applying Big Data into Different Cybersecurity Aspects1. The Power of Big Data in CybersecuritySong Luo, Malek Ben Salem, and Yan Zhai2. Big Data for Network ForensicsYi Cheng, Tung Thanh Nguyen, Hui Zeng, and Julia Deng3. Dynamic Analytics-Driven Assessment of Vulnerabilities and ExploitationHasan Cam, Magnus Ljungberg, Akhilomen Oniha, and Alexia Schulz4. Root Cause Analysis for CybersecurityEngin Kirda and Amin Kharraz5. Data Visualization for CybersecurityLane Harrison6. Cybersecurity TrainingBob Pokorny7. Machine Unlearning: Repairing Learning Models in Adversarial EnvironmentsYinzhi CaoII. Big Data in Emerging Cybersecurity Domains8. Big Data Analytics for Mobile App SecurityDoina Caragea and Xinming Ou9. Security, Privacy, and Trust in Cloud ComputingYuhong Liu, Ruiwen Li, Songjie Cai, and Yan (Lindsay) Sun10. Cybersecurity in Internet of Things (IoT)Wenlin Han and Yang Xiao11. Big Data Analytics for Security in Fog ComputingShanhe Yi and Qun Li12. Analyzing Deviant Socio-Technical Behaviors Using Social Network Analysis and Cyber Forensics-Based MethodologiesSamer Al-Khateeb, Muhammad Hussain, and Nitin AgarwalIII. Tools and Datasets for Cybersecurity13. Security ToolsMatthew Matchen14. Data and Research Initiatives for Cybersecurity AnalysisJulia Deng and Onur SavasIndex