Dr. George K. Thiruvathukal is a Full Professor and Department Chairperson of Computer Science at Loyola University Chicago, and a Visiting Computer Scientist at Argonne National Laboratory. His research focuses on high-performance computing, distributed systems, software engineering, programming languages, and AI/ML, with interdisciplinary interests in computational science, data science, digital humanities, and computing education.
Publications (6)
2024
The Impact of Model Variations on the Robustness of Deep Learning Models in Adversarial Settings
2024 Silicon Valley Cybersecurity Con...
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17 Jun 2024
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doi:10.1109/SVCC61185.2024.10637362
Unmasking the Vulnerabilities of Deep Learning Models: A Multi-Dimensional Analysis of Adversarial Attacks and Defenses
2024 Silicon Valley Cybersecurity Con...
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17 Jun 2024
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doi:10.1109/SVCC61185.2024.10637364
From Attack to Defense: Insights into Deep Learning Security Measures in Black-Box Settings
arXiv
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06 May 2024
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arxiv:2405.01963
Impact of Architectural Modifications on Deep Learning Adversarial Robustness
arXiv
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06 May 2024
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arxiv:2405.01934
SingleADV: Single-Class Target-Specific Attack Against Interpretable Deep Learning Systems
IEEE TIFS
IEEE Transactions on Information Fore...
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01 Jan 2024
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doi:10.1109/TIFS.2024.3407652
2023
Single-Class Target-Specific Attack against Interpretable Deep Learning Systems
arXiv
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14 Jul 2023
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arxiv:2307.06484
All of George K. Thiruvathukal's papers on the Publications page