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Language Model for Text Analytic in Cybersecurity


Apr 06, 2022
Ehsan Aghaei, Xi Niu, Waseem Shadid, Ehab Al-Shaer

* This is the initial draft of this work and it may contain errors and typos. The revised version has already been submitted to a venue 

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Constraints Satisfiability Driven Reinforcement Learning for Autonomous Cyber Defense


Apr 19, 2021
Ashutosh Dutta, Ehab Al-Shaer, Samrat Chatterjee

* 11 pages 

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V2W-BERT: A Framework for Effective Hierarchical Multiclass Classification of Software Vulnerabilities


Feb 23, 2021
Siddhartha Shankar Das, Edoardo Serra, Mahantesh Halappanavar, Alex Pothen, Ehab Al-Shaer

* Under submission to KDD 2021 Applied Data Science Track 

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ThreatZoom: CVE2CWE using Hierarchical Neural Network


Sep 24, 2020
Ehsan Aghaei, Waseem Shadid, Ehab Al-Shaer

* EAI SecureComm 2020, 16th EAI International Conference on Security and Privacy in Communication Networks 
* This is accepted paper in EAI SecureComm 2020, 16th EAI International Conference on Security and Privacy in Communication Networks 

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The Panacea Threat Intelligence and Active Defense Platform


Apr 20, 2020
Adam Dalton, Ehsan Aghaei, Ehab Al-Shaer, Archna Bhatia, Esteban Castillo, Zhuo Cheng, Sreekar Dhaduvai, Qi Duan, Md Mazharul Islam, Younes Karimi, Amir Masoumzadeh, Brodie Mather, Sashank Santhanam, Samira Shaikh, Tomek Strzalkowski, Bonnie J. Dorr

* Accepted at STOC 

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