Exploring Malicious Hacker Communities: Toward Proactive Cyber-Defense

Exploring Malicious Hacker Communities: Toward Proactive Cyber-Defense Ericsson Marin, Mohammed Almukaynizi, Soumajyoti Sarkar, Eric Nunes, Jana Shakarian, Paulo Shakarian
Malicious hackers utilize the World Wide Web to share knowledge. Analyzing the online communication of these threat actors can help reduce the risk of attacks. This book shifts attention from the defender environment to the attacker environment, offering a new security paradigm of ‘proactive cyber threat intelligence’ that allows defenders of computer networks to gain a better understanding of their adversaries by analyzing assets, capabilities, and interest of malicious hackers. The authors propose models, techniques, and frameworks based on threat intelligence mined from the heart of the underground cyber world: the malicious hacker communities. They provide insights into the hackers themselves and the groups they form dynamically in the act of exchanging ideas and techniques, buying or selling malware, and exploits. The book covers both methodology – a hybridization of machine learning, artificial intelligence, and social network analysis methods – and the resulting conclusions, detailing how a deep understanding of malicious hacker communities can be the key to designing better attack prediction systems. Categories:
Computers – Security
Year:
2021
Edition:
1
Publisher:
Cambridge University Press
Language:
english
Pages:
225
ISBN 10:
1108869009
ISBN 13:
9781108869003
File:
79 MB