Publications

Benjamin M Ampel (2023). The Effect of Consensus Algorithm on Ethereum Price and Volume. 29th Americas’ Conference on Information Systems (AMCIS).

Benjamin Ampel, Tala Vahedi, Sagar Samtani, Hsinchun Chen (2023). Mapping Exploit Code on Paste Sites to the MITRE ATT&CK Framework: A Multi-label Transformer Approach. IEEE ISI 2023.

Benjamin Ampel, Kaeli Otto, Sagar Samtani, Hsinchun Chen (2023). Disrupting Ransomware Actors on the Bitcoin Blockchain: A Graph Embedding Approach. IEEE ISI 2023.

Benjamin M Ampel, Yang Gao, James Hu, Sagar Samtani, Hsinchun Chen (2023). Benchmarking the Robustness of Phishing Email Detection Systems. 29th Americas’ Conference on Information Systems (AMCIS).

Carolin Marx, Benjamin Ampel, Ben Lazarine (2021). The Role of AI Agents for De-Escalating Commitment in Digital Innovation Projects. 42nd International Conference on Information Systems (ICIS).

Benjamin Ampel, Sagar Samtani, Steven Ullman, Hsinchun Chen (2021). Linking Common Vulnerabilities and Exposures to the MITRE ATT&CK Framework: A Self-Distillation Approach. Workshop on AI-enabled Cybersecurity Analytics, 2021 ACM Conference Knowledge Discovery and Data Mining.

Tala Vahedi, Benjamin Ampel, Sagar Samtani, Hsinchun Chen (2021). Identifying and Categorizing Malicious Content on Paste Sites: A Neural Topic Modeling Approach. 2021 IEEE International Conference on Intelligence and Security Informatics (ISI).

Kaeli Otto, Benjamin Ampel, Sagar Samtani, Hongyi Zhu, Hsinchun Chen (2021). Exploring the Evolution of Exploit-sharing Hackers: An Unsupervised Graph Embedding Approach. 2021 IEEE International Conference on Intelligence and Security Informatics (ISI).

Benjamin Ampel, Hsinchun Chen (2021). Distilling Contextual Embeddings into a Static Word Embedding for Improving Hacker Forum Analytics. 2021 IEEE International Conference on Intelligence and Security Informatics (ISI).

Steven Ullman, Sagar Samtani, Ben Lazarine, Hongyi Zhu, Benjamin Ampel, Mark Patton, Hsinchun Chen (2020). Smart Vulnerability Assessment for Scientific Cyberinfrastructure: An Unsupervised Graph Embedding Approach. 2020 IEEE International Conference on Intelligence and Security Informatics (ISI).