22 citations · 62 across the 7 of their papers we have counts for
7 papers
SecureBERT 2.0: Advanced Language Model for Cybersecurity Intelligence
Ehsan Aghaei, Sarthak Jain, Prashanth Arun +1
Effective analysis of cybersecurity and threat intelligence data demands language models that can interpret specialized terminology, complex document structures, and the interdepen…
Automated CVE Analysis for Threat Prioritization and Impact Prediction
Ehsan Aghaei, Ehab Al-Shaer, Waseem Shadid +1
The Common Vulnerabilities and Exposures (CVE) are pivotal information for proactive cybersecurity measures, including service patching, security hardening, and more. However, CVEs…
CVE-driven Attack Technique Prediction with Semantic Information Extraction and a Domain-specific Language Model
Ehsan Aghaei, Ehab Al-Shaer
This paper addresses a critical challenge in cybersecurity: the gap between vulnerability information represented by Common Vulnerabilities and Exposures (CVEs) and the resulting c…
SecureBERT: A Domain-Specific Language Model for Cybersecurity
Ehsan Aghaei, Xi Niu, Waseem Shadid +1
Natural Language Processing (NLP) has recently gained wide attention in cybersecurity, particularly in Cyber Threat Intelligence (CTI) and cyber automation. Increased connection an…
ThreatZoom: CVE2CWE using Hierarchical Neural Network
Ehsan Aghaei, Waseem Shadid, Ehab Al-Shaer
The Common Vulnerabilities and Exposures (CVE) represent standard means for sharing publicly known information security vulnerabilities. One or more CVEs are grouped into the Commo…
The Panacea Threat Intelligence and Active Defense Platform
Adam Dalton, Ehsan Aghaei, Ehab Al-Shaer +13
We describe Panacea, a system that supports natural language processing (NLP) components for active defenses against social engineering attacks. We deploy a pipeline of human langu…