Daniel Barbará

Full Professor, Computer Science, George Mason University

Joined

July 2019

Names

Daniel Barbará

,

Daniel Barbara

Emails

****@gmu.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

Computer Science , George Mason University (gmu.edu)

1997 – Present

Advisors, Relations & Conflicts

PhD Advisee

Loulwah S Al-Sumait

2006 – 2008

PhD Advisee

1999 – 2001

PhD Advisee

1998 – 2001

PhD Advisor

1981 – 1985

Expertise

Machine Learning

Present

Publications

From Code to EM Signals: A Generative Approach to Side Channel Analysis-based Anomaly Detection
Kurt A. Vedros, Constantinos Kolias, Daniel Barbará, Robert C. Ivans
- ARES 2024
- Readers: Everyone
Detecting Code Injections in Noisy Environments Through EM Signal Analysis and SVD Denoising
Ekaterina Miller, Georgios Michail Makrakis, Kurt A. Vedros, Constantinos Kolias, Craig Rieger, Daniel Barbará
- CoRR 2022
- Readers: Everyone
Multiple Instance Learning for Detecting Anomalies over Sequential Real-World Datasets
Parastoo Kamranfar, David Lattanzi, Amarda Shehu, Daniel Barbará
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
EM Fingerprints: Towards Identifying Unauthorized Hardware Substitutions in the Supply Chain Jungle
Constantinos Kolias, Daniel Barbará, Craig Rieger, Jacob Ulrich
- SP (Workshops) 2020
- Readers: Everyone
Identifying Near-Native Protein Structures via Anomaly Detection
Sivani Tadepalli, Nasrin Akhter, Daniel Barbará, Amarda Shehu
- Published: 01 Jan 2019, Last Modified: 12 May 2023
- BIBM 2019
- Readers: Everyone
Storytelling with Signal Injection: Focusing Stories with Domain Knowledge
J. T. Rigsby, Daniel Barbará
- MLDM (2) 2018
- Readers: Everyone
On early detection of application-level resource exhaustion and starvation
Mohamed Elsabagh, Daniel Barbará, Dan Fleck, Angelos Stavrou
- J. Syst. Softw. 2018
- Readers: Everyone
Your data in your hands: Privacy-preserving user behavior models for context computation
Rahul Murmuria, Angelos Stavrou, Daniel Barbará, Vincent Sritapan
- PerCom Workshops 2017
- Readers: Everyone
Detecting ROP with Statistical Learning of Program Characteristics
Mohamed Elsabagh, Daniel Barbará, Dan Fleck, Angelos Stavrou
- CODASPY 2017
- Readers: Everyone
Automated Storytelling Evaluation and Story Chain Generation
J. T. Rigsby, Daniel Barbará
- ICDM Workshops 2017
- Readers: Everyone

View all 122 publications

Co-Authors

View all 116 co-authors