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Education

• Ph.D in Computer Science, University of Georgia, 2020 (expected)
• B.S. in Computer Engineering, Shahid Chamran University, 2012

Skills

• Data Science
  • Data Base: SQL Server, Postgresql, MySql, Neo4J
  • Pre-processing: OpenCV
  • Deep Learning: Keras, Tensorflow
  • Machine Learning: scikit-learn, MLLib
  • Distributed Computing: Apache Spark
  • Modeling: Networkx, Word2Vec, …
• Programming Languages
  • Python, C#, Java, C
  • Mobile: objective-c, java
  • Web: ASP.Net, AJAX, JavaScript, Servelets
• Cyber Security
  • Automated Program Analysis
  • System Forensics Analysis
  • Provenance Graphs

Publications

DroidForensics: Accurate Reconstruction of Android Attacks via Multi-layer Forensic Logging

Yuan, X., Setayeshfar, O., Yan, H., Panage, P., Wei, X. and Lee, K.H., 2017, April. DroidForensics: Accurate Reconstruction of Android Attacks via Multi-layer Forensic Logging. In Proceedings of the 2017 ACM on Asia Conference on Computer and Communications Security (pp. 666-677). ACM.

GrAALF: Supporting Graphical Analysis of Audit Logs for Forensics

Setayeshfar, O., Adkins, C., Jones, M., Lee, K.H. and Doshi, P., 2019. GrAALF: Supporting Graphical Analysis of Audit Logs for Forensics. arXiv preprint arXiv:1909.00902.

Patents

Path-based program lineage inference analysis

Rhee, J., Wu, Z., Korts-Parn, L., Jee, K., Zhichun, L.I. and Setayeshfar, O., NEC Corp and NEC Laboratories America Inc, 2019. Path-based program lineage inference analysis. U.S. Patent Application 16/039,993.

Automated software safeness categorization with installation lineage and hybrid information sources

Rhee, J., Wu, Z., Korts-Parn, L., Jee, K., Zhichun, L.I. and Setayeshfar, O., NEC Corp and NEC Laboratories America Inc, 2019. Automated software safeness categorization with installation lineage and hybrid information sources. U.S. Patent Application 16/040,086.

Service and leadership

• Serving as Computer Science Graduate Student Association President, since 2018
• Served as Grad. Student representative at University of Georgia Graduate Studies Expansion Board, 2019
• Served as Sub-Reviewer IEEE Cloud 2020
• Served as Sub-Reviewer IEEE Cloud 2019