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Improving Threat Mitigation Through a Cybersecurity Risk Management Framework: A Computational Design Science Approach
Cyberattacks have been increasing in volume and intensity, necessitating proactive measures. Cybersecurity risk management frameworks …
Benjamin M. Ampel
,
Sagar Samtani
,
Hongyi Zhu
,
Hsinchun Chen
Last updated on May 2, 2024
PDF
DOI
Distilling Contextual Embeddings Into A Static Word Embedding For Improving Hacker Forum Analytics
Hacker forums provide malicious actors with a large database of tutorials, goods, and assets to leverage for cyber-attacks. Careful …
Benjamin M. Ampel
,
Hsinchun Chen
Last updated on Sep 6, 2023
PDF
DOI
Exploring the Evolution of Exploit-Sharing Hackers: An Unsupervised Graph Embedding Approach
Cybercrime was estimated to cost the global economy $945 billion in 2020. Increasingly, law enforcement agencies are using social …
Kaeli Otto
,
Benjamin M. Ampel
,
Sagar Samtani
,
Hongyi Zhu
,
Hsinchun Chen
Last updated on Sep 6, 2023
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DOI
Identifying and Categorizing Malicious Content on Paste Sites: A Neural Topic Modeling Approach
Malicious cyber activities impose substantial costs on the U.S. economy and global markets. Cyber-criminals often use …
Tala Vahedi
,
Benjamin M. Ampel
,
Sagar Samtani
,
Hsinchun Chen
Last updated on Sep 6, 2023
PDF
DOI
Labeling Hacker Exploits for Proactive Cyber Threat Intelligence: A Deep Transfer Learning Approach
With the rapid development of new technologies, vulnerabilities are at an all-time high. Companies are investing in developing Cyber …
Benjamin M. Ampel
,
Sagar Samtani
,
Hongyi Zhu
,
Steven Ullman
,
Hsinchun Chen
Last updated on Sep 6, 2023
PDF
DOI