| 2025 | AAAI | What Do Machine Learning Researchers Mean by "Reproducible"? | Edward Raff, Michel Benaroch, Sagar Samtani, Andrew L. Farris |
| 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 |
| 2025 | SP | Generating Secure Artificial Intelligence Model Source Code: A Reinforcement Learning Approach. | Adhishree Kathikar, Ben Lazarine, Yang Gao, Ankit Shah, Sagar Samtani |
| 2025 | SIGITE | CyberAI: Knowledge Area Frameworks for Cybersecurity Programs in the Age of Artificial Intelligence. | Siddharth Kaza, Blair Taylor, Paul Wagner, Shankar Banik, Eman El-Sheikh, Paige A. Zaleppa, Seth T. Hamman, Md Sajidul Islam Sajid, Yair Levy, Vincent Nestler, Sagar Samtani, Patrick Tague |
| 2024 | KDD | The 4 | Steven Ullman, Benjamin M. Ampel, Sagar Samtani, Shanchieh Yang, Hsinchun Chen |
| 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 |
| 2023 | ISI | Assessing the Vulnerabilities of the Open-Source Artificial Intelligence (AI) Landscape: A Large-Scale Analysis of the Hugging Face Platform. | Adhishree Kathikar, Aishwarya Nair, Ben Lazarine, Agrim Sachdeva, Sagar Samtani |
| 2023 | KDD | The 3rd Workshop on Artificial Intelligence-enabled Cybersecurity Analytics. | Sagar Samtani, Shanchieh Yang, Hsinchun Chen |
| 2022 | ICDM | Identifying Patterns of Vulnerability Incidence in Foundational Machine Learning Repositories on GitHub: An Unsupervised Graph Embedding Approach. | Agrim Sachdeva, Ben Lazarine, Ruchik Dama, Sagar Samtani, Hongyi Zhu |
| 2022 | KDD | ACM KDD AI4Cyber/MLHat: Workshop on AI-enabled Cybersecurity Analytics and Deployable Defense. | Sagar Samtani, Gang Wang, Ali Ahmadzadeh, Arridhana Ciptadi, Shanchieh Yang, 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 |
| 2021 | KDD | ACM KDD AI4Cyber: The 1st Workshop on Artificial Intelligence-enabled Cybersecurity Analytics. | Sagar Samtani, Shanchieh Yang, Hsinchun Chen |
| 2020 | ICDM | Linking Personally Identifiable Information from the Dark Web to the Surface Web: A Deep Entity Resolution Approach. | Fang Yu Lin, Yizhi Liu, Mohammadreza Ebrahimi, Zara Ahmad-Post, James Lee Hu, Jingyu Xin, Sagar Samtani, Weifeng Li, 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 |
| 2020 | SP | Detecting Cyber Threats in Non-English Hacker Forums: An Adversarial Cross-Lingual Knowledge Transfer Approach. | Mohammadreza Ebrahimi, Sagar Samtani, Yidong Chai, Hsinchun Chen |
| 2019 | ISI | Dark-Net Ecosystem Cyber-Threat Intelligence (CTI) Tool. | Nolan Arnold, Mohammadreza Ebrahimi, Ning Zhang, Ben Lazarine, Mark W. Patton, Hsinchun Chen, Sagar Samtani |
| 2019 | ISI | Identifying High-Impact Opioid Products and Key Sellers in Dark Net Marketplaces: An Interpretable Text Analytics Approach. | Po-Yi Du, Mohammadreza Ebrahimi, Ning Zhang, Hsinchun Chen, Randall A. Brown, Sagar Samtani |
| 2018 | ISI | Identifying, Collecting, and Presenting Hacker Community Data: Forums, IRC, Carding Shops, and DNMs. | Po-Yi Du, Ning Zhang, Mohammadreza Ebrahimi, Sagar Samtani, Ben Lazarine, Nolan Arnold, Rachael Dunn, Sandeep Suntwal, Guadalupe Angeles, Robert Schweitzer, Hsinchun Chen |
| 2018 | ISI | Detecting Cyber Threats in Non-English Dark Net Markets: A Cross-Lingual Transfer Learning Approach. | Mohammadreza Ebrahimi, Mihai Surdeanu, Sagar Samtani, Hsinchun Chen |
| 2018 | ISI | Vulnerability Assessment, Remediation, and Automated Reporting: Case Studies of Higher Education Institutions. | Christopher R. Harrell, Mark W. Patton, Hsinchun Chen, Sagar Samtani |
| 2018 | ISI | Benchmarking Vulnerability Assessment Tools for Enhanced Cyber-Physical System (CPS) Resiliency. | Emma McMahon, Mark W. Patton, Sagar Samtani, Hsinchun Chen |
| 2018 | ISI | Incremental Hacker Forum Exploit Collection and Classification for Proactive Cyber Threat Intelligence: An Exploratory Study. | Ryan Williams, Sagar Samtani, Mark W. Patton, Hsinchun Chen |
| 2017 | ISI | Benchmarking vulnerability scanners: An experiment on SCADA devices and scientific instruments. | Malaka El, Emma McMahon, Sagar Samtani, Mark W. Patton, Hsinchun Chen |
| 2017 | ISI | Identifying mobile malware and key threat actors in online hacker forums for proactive cyber threat intelligence. | John Grisham, Sagar Samtani, Mark W. Patton, Hsinchun Chen |
| 2017 | ISI | Assessing medical device vulnerabilities on the Internet of Things. | Emma McMahon, Ryan Williams, Malaka El, Sagar Samtani, Mark W. Patton, Hsinchun Chen |
| 2017 | ISI | Identifying vulnerabilities of consumer Internet of Things (IoT) devices: A scalable approach. | Ryan Williams, Emma McMahon, Sagar Samtani, Mark W. Patton, Hsinchun Chen |
| 2016 | ISI | Using social network analysis to identify key hackers for keylogging tools in hacker forums. | Sagar Samtani, Hsinchun Chen |
| 2016 | ISI | AZSecure Hacker Assets Portal: Cyber threat intelligence and malware analysis. | Sagar Samtani, Kory Chinn, Cathy Larson, Hsinchun Chen |
| 2016 | ISI | Identifying SCADA vulnerabilities using passive and active vulnerability assessment techniques. | Sagar Samtani, Shuo Yu, Hongyi Zhu, Mark W. Patton, Hsinchun Chen |
| 2015 | ISI | Exploring hacker assets in underground forums. | Sagar Samtani, Ryan Chinn, Hsinchun Chen |