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
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
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
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