Benjamin M. Ampel
Benjamin M. Ampel
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1
Authority Bias in Conversational Search Engines for Academic Paper Recommendation
Large Language Models (LLMs) are increasingly used as conversational search engines for academic literature, yet whether they judge …
Uthman Jinadu
,
Parsa Ghazvinian
,
Anjila Budathoki
,
Benjamin M. Ampel
,
Rajshekhar Sunderraman
,
Yi Ding
Last updated on Aug 31, 2026
PDF
Understanding the Role of Prompt Template in Knowledge Distillation for Safety Alignment
Prior research has demonstrated that the choice of prompt template during Supervised Fine-Tuning (SFT) significantly impacts the …
Anjila Budathoki
,
Manish Dhakal
,
Benjamin M. Ampel
,
Yi Ding
Last updated on Aug 31, 2026
PDF
Cyber Threat Classification Under Non-Stationary Environments: An Adapt In-Context Learning (Adapt-ICL) Approach
Pretrained large language models (LLMs) have demonstrated significant potential for cybersecurity analytics; however, evolving threat …
Chengjun Zhang
,
Yang Gao
,
Benjamin M. Ampel
,
Sagar Samtani
Last updated on Oct 22, 2026
PDF
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
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 Sep 14, 2026
PDF
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 Sep 14, 2026
PDF
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 Sep 14, 2026
PDF
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 Sep 14, 2026
PDF
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 Sep 14, 2026
PDF
DOI
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