| 2025 | SP | Examining the Robustness of Machine Learning-Based Phishing Website Detection: Action-Masked Reinforcement Learning for Automated Red Teaming. | Yang Gao, Benjamin Ampel, Sagar Samtani |
| 2023 | ISI | Disrupting Ransomware Actors on the Bitcoin Blockchain: A Graph Embedding Approach. | Benjamin Ampel, Kaeli Otto, Sagar Samtani, Hsinchun Chen |
| 2023 | ISI | Mapping Exploit Code on Paste Sites to the MITRE ATT&CK Framework: A Multi-label Transformer Approach. | Benjamin Ampel, Tala Vahedi, Sagar Samtani, Hsinchun Chen |
| 2021 | ICIS | The Role of AI Agents for De-Escalating Commitment in Digital Innovation Projects. | Carolin Marx, Benjamin Ampel, Ben Lazarine |
| 2021 | ISI | Distilling Contextual Embeddings Into A Static Word Embedding For Improving Hacker Forum Analytics. | Benjamin Ampel, Hsinchun Chen |
| 2021 | ISI | Exploring the Evolution of Exploit-Sharing Hackers: An Unsupervised Graph Embedding Approach. | Kaeli Otto, Benjamin Ampel, Sagar Samtani, Hongyi Zhu, Hsinchun Chen |
| 2021 | ISI | Identifying and Categorizing Malicious Content on Paste Sites: A Neural Topic Modeling Approach. | Tala Vahedi, Benjamin Ampel, Sagar Samtani, Hsinchun Chen |
| 2020 | ISI | Labeling Hacker Exploits for Proactive Cyber Threat Intelligence: A Deep Transfer Learning Approach. | Benjamin Ampel, Sagar Samtani, Hongyi Zhu, Steven Ullman, Hsinchun Chen |
| 2020 | ISI | Identifying Vulnerable GitHub Repositories and Users in Scientific Cyberinfrastructure: An Unsupervised Graph Embedding Approach. | Ben Lazarine, Sagar Samtani, Mark W. Patton, Hongyi Zhu, Steven Ullman, Benjamin Ampel, Hsinchun Chen |
| 2020 | ISI | Smart Vulnerability Assessment for Scientific Cyberinfrastructure: An Unsupervised Graph Embedding Approach. | Steven Ullman, Sagar Samtani, Ben Lazarine, Hongyi Zhu, Benjamin Ampel, Mark W. Patton, Hsinchun Chen |
| 2019 | ISI | Performance Modeling of Hyperledger Sawtooth Blockchain. | Benjamin Ampel, Mark W. Patton, Hsinchun Chen |