Benjamin M. Ampel
Benjamin M. Ampel
Home
Research
Publications
Teaching
CV
CARE
1
A Domain-Adaptive Soft Prompting Framework for Multi-Type Bias Detection in News
Advances in Large Language Models (LLMs) have enabled new opportunities to automate media analysis and improve collaborative social …
Chengjun Zhang
,
Benjamin M. Ampel
,
Sagar Samtani
Last updated on Jun 9, 2026
PDF
DOI
Automatic Extraction of Protected Health Information from Multilingual Hacker Communities
Protected Health Information (PHI, e.g., electronic health records, insurance information) is increasingly stolen in data breaches by …
Cade Dacosta
,
Benjamin M. Ampel
,
Matthew Hashim
,
Hsinchun Chen
Last updated on Jun 9, 2026
PDF
DOI
HackerSignal: A Large-Scale Multi-Source Dataset Linking Hacker Community Discourse to the CVE Vulnerability Lifecycle
We introduce HackerSignal, a benchmark for temporal out-of-distribution cyber threat intelligence (CTI) and cross-source CVE linkage. …
Benjamin M. Ampel
,
Sagar Samtani
Last updated on Jun 9, 2026
DOI
Scholar
Vendor-Conditioned Contrastive Learning for Predicting Organizational Cyber Threat Targets
Cyberattacks cause billions of dollars in damage annually, with malicious hackers often sharing exploit code and techniques on …
Benjamin M. Ampel
Last updated on Jun 9, 2026
DOI
Scholar
Multi-Agent Systems for Information Systems Research: Provocations for AI-Augmented Scholarship
This TREO talk explores provocative questions about the role of multi-agent AI systems in information systems scholarship. We examine …
Benjamin M. Ampel
,
Steven Ullman
Last updated on Jun 9, 2026
Email Phishing Prevention: An Explainable Nudging Approach
Email is a ubiquitous communication tool. This ubiquity has made emails a frequent target of phishing attacks. Organizations often use …
Mason Wagner
,
Benjamin M. Ampel
,
Matthew J. Hashim
,
Hsinchun Chen
Last updated on Jun 9, 2026
Large Language Models for Infrastructure as Code Vulnerability Remediation
The growing reliance on Infrastructure as Code (IaC) has streamlined cloud provisioning but introduced new security challenges due to …
Raul Reyes
,
Benjamin M. Ampel
,
Hsinchun Chen
Last updated on Jun 9, 2026
Multi-Agent Systems for Information Systems Research: A Framework for Collaborative AI-Augmented Inquiry
Multi-agent AI systems offer promising capabilities for enhancing information systems research. This paper presents a framework for …
Benjamin M. Ampel
,
Steven Ullman
Last updated on Jun 9, 2026
Examining the Robustness of Machine Learning-based Phishing Website Detection: Action-Masked Reinforcement Learning for Automated Red Teaming
As machine learning (ML)-based detectors become increasingly prevalent in identifying phishing websites, attackers are also exploiting …
Yang Gao
,
Benjamin M. Ampel
,
Sagar Samtani
Last updated on Jun 9, 2026
DOI
The 4th Workshop on Artificial Intelligence-enabled Cybersecurity Analytics
Cybersecurity remains a grand societal challenge. Large and constantly changing attack surfaces are non-trivial to protect against …
Steven Ullman
,
Benjamin M. Ampel
,
Sagar Samtani
,
Shanchieh Yang
,
Hsinchun Chen
Last updated on Jun 9, 2026
PDF
DOI
»
Loading stats...