4 papers
SeBERTis: A Framework for Producing Classifiers of Security-Related Issue Reports
Sogol Masoumzadeh, Yufei Li, Shane McIntosh +2
Monitoring issue tracker submissions is a crucial software maintenance activity. A key goal is the prioritization of high risk, security-related bugs. If such bugs can be recognize…
Detecting Vulnerabilities from Issue Reports for Internet-of-Things
Sogol Masoumzadeh
Timely identification of issue reports reflecting software vulnerabilities is crucial, particularly for Internet-of-Things (IoT) where analysis is slower than non-IoT systems. Whil…
Towards Reliable Generation of Executable Workflows by Foundation Models
Sogol Masoumzadeh, Keheliya Gallaba, Dayi Lin +1
Recent advancements in Foundation Models (FMs) have demonstrated significant progress in processing complex natural language to perform intricate tasks. Successfully executing thes…
Watson: A Cognitive Observability Framework for the Reasoning of LLM-Powered Agents
Benjamin Rombaut, Sogol Masoumzadeh, Kirill Vasilevski +2
Large language models (LLMs) are increasingly integrated into autonomous systems, giving rise to a new class of software known as Agentware, where LLM-powered agents perform comple…