Artificial Intelligence Researcher and Consultant
Basel Abdeen
CS PhD Candidate
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Large Language Models Technologies
LLM system design, task-specific optimization, RAG framework development, autonomous agents, and performance evaluation
Deep Learning Model Development
Classification and regression model development, representation learning, data engineering, and performance evaluation
AI for Cybersecurity
Automating cyber threat intelligence and report analysis, data-driven threat analysis and classification, anomaly detection, and semantic search
Text Analysis and Natural Language Processing
Text classification, text tagging, information retrieval, information extraction, question answering, semantic analysis, and ontology learning
Limited Data Learning
Unsupervised, semi-supervised, and distant supervised learning. Active learning, data augmentation and data synthesis
Symbolic AI
Symbolic reasoning, intelligent agents, knowledge representation, and algorithmic problem-solving
AI Projects Portfolio
Classifying Vulnerabilities to Attacking Techniques Using LLMs and Contrastive Learning
Automatic Attack Graph Construction From Cyber Threat Intelligence Reports Using LLMs
Large Language Models Hullucination Detection
Utilizing LLMs for Dynamic Cyber Deception of Malicious PowerShell Scripts
Automatic Ontology Construction of Cyber Attack Techniques Using LLMs.
Threat Information Extraction From Cyber Threat Intelligence Reports
Malware Behavior Characterization Using Weakly Supervised Learning
Dynamic Generation of Challenge-Response Questions for Enhanced Email Sender Verification
Cancer Detection and Classification in Stained Tissue Biopsies
Other
About Me
- A PhD Candidate, researching LLMs and their applications in cyber threat intelligence and dynamic cyber deception
- An AI Consultant, helping startups and businesses develop AI models and integrate LLMs into their workflows
- Contributed to projects funded by DARPA, Army Research Office (ARO), Office of Naval Research (ONR), National Institute of Standards and Technology (NIST) and National Science Foundation (NSF)
Resume
Professional Experience
AI Consultant
2022 - Present
Research Assisstant
2019 - Present
University of Texas at Dallas, Richardson, TX
Research Intern
2022
Carnegie Mellon University, Pittsburgh, PA
Software Engineer
2018-2019
JoVision, Hamburg, Germany
Software Engineer Intern
2018
Lead technologies, Charlotte, NC
Education
PhD, Computer Science
2021 - Present
University of Texas at Dallas, Richardson, TX
PhD, Computing and informatics
2019 - 2021
University of North Carolina at Charlotte, NC
Bachelor's degree in Electrical Engineering
2013 - 2018
University of Jordan
Contact
Feel free to contact me through Linkedin, via basel.abdn@gmail.com or using the form below.