Benjamin Ampel

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Transfer Learning

Crime Investigation

Graph Embedding

Top Venues

Publications

Benjamin Ampel, Sagar Samtani, Hongyi Zhu, Hsinchun Chen
Creating Proactive Cyber Threat Intelligence with Hacker Exploit Labels: A Deep Transfer Learning Approach. MIS Q. 48 (1) (2024)
Benjamin Ampel
The Effect of Consensus Algorithm on Ethereum Price and Volume. AMCIS (2023)
Benjamin Ampel, Tala Vahedi, Sagar Samtani, Hsinchun Chen
Mapping Exploit Code on Paste Sites to the MITRE ATT&CK Framework: A Multi-label Transformer Approach. ISI (2023)
Benjamin Ampel, Kaeli Otto, Sagar Samtani, Hsinchun Chen
Disrupting Ransomware Actors on the Bitcoin Blockchain: A Graph Embedding Approach. ISI (2023)
Benjamin Ampel, Yang Gao, James Lee Hu, Sagar Samtani, Hsinchun Chen
Benchmarking the Robustness of Phishing Email Detection Systems. AMCIS (2023)
Benjamin Ampel, Sagar Samtani, Steven Ullman, Hsinchun Chen
Linking Common Vulnerabilities and Exposures to the MITRE ATT&CK Framework: A Self-Distillation Approach. CoRR (2021)
Benjamin Ampel, Hsinchun Chen
Distilling Contextual Embeddings Into A Static Word Embedding For Improving Hacker Forum Analytics. ISI (2021)
Kaeli Otto, Benjamin Ampel, Sagar Samtani, Hongyi Zhu, Hsinchun Chen
Exploring the Evolution of Exploit-Sharing Hackers: An Unsupervised Graph Embedding Approach. ISI (2021)
Carolin Marx, Benjamin Ampel, Ben Lazarine
The Role of AI Agents for De-Escalating Commitment in Digital Innovation Projects. ICIS (2021)
Tala Vahedi, Benjamin Ampel, Sagar Samtani, Hsinchun Chen
Identifying and Categorizing Malicious Content on Paste Sites: A Neural Topic Modeling Approach. ISI (2021)
Steven Ullman, Sagar Samtani, Ben Lazarine, Hongyi Zhu, Benjamin Ampel, Mark W. Patton, Hsinchun Chen
Smart Vulnerability Assessment for Scientific Cyberinfrastructure: An Unsupervised Graph Embedding Approach. ISI (2020)
Ben Lazarine, Sagar Samtani, Mark W. Patton, Hongyi Zhu, Steven Ullman, Benjamin Ampel, Hsinchun Chen
Identifying Vulnerable GitHub Repositories and Users in Scientific Cyberinfrastructure: An Unsupervised Graph Embedding Approach. ISI (2020)
Benjamin Ampel, Sagar Samtani, Hongyi Zhu, Steven Ullman, Hsinchun Chen
Labeling Hacker Exploits for Proactive Cyber Threat Intelligence: A Deep Transfer Learning Approach. ISI (2020)
Benjamin Ampel, Mark W. Patton, Hsinchun Chen
Performance Modeling of Hyperledger Sawtooth Blockchain. ISI (2019)