Eldor Abdukhamidov was a graduate student in the lab from August 2020 to August 2023. He is currently working as an R&D Engineer in the USA.
Publications (16)
2025
Stealthy Query-Efficient OpaqueAttack Against Interpretable Deep Learning
IEEE Transactions on Reliability
·
01 Sep 2025
·
doi:10.1109/TR.2025.3551717
AdvChar: Attacking Interpretable NLP Systems
IEEE TIFS
IEEE Transactions on Information Fore...
·
01 Jan 2025
·
doi:10.1109/TIFS.2025.3622073
2024
Hardening Interpretable Deep Learning Systems: Investigating Adversarial Threats and Defenses
IEEE TDSC
IEEE Transactions on Dependable and S...
·
01 Jul 2024
·
doi:10.1109/TDSC.2023.3341090
SingleADV: Single-Class Target-Specific Attack Against Interpretable Deep Learning Systems
IEEE TIFS
IEEE Transactions on Information Fore...
·
01 Jan 2024
·
doi:10.1109/TIFS.2024.3407652
2023
Unveiling Vulnerabilities in Interpretable Deep Learning Systems with Query-Efficient Black-box Attacks
arXiv
·
25 Jul 2023
·
arxiv:2307.11906
Microbial Genetic Algorithm-based Black-box Attack against Interpretable Deep Learning Systems
arXiv
·
14 Jul 2023
·
arxiv:2307.06496
Single-Class Target-Specific Attack against Interpretable Deep Learning Systems
arXiv
·
14 Jul 2023
·
arxiv:2307.06484
2022
Interpretations Cannot Be Trusted: Stealthy and Effective Adversarial Perturbations against Interpretable Deep Learning
arXiv
·
30 Nov 2022
·
arxiv:2211.15926
MLxPack: Investigating the Effects of Packers on ML-based Malware Detection Systems Using Static and Dynamic Traits
Proceedings of the 1st Workshop on Cy...
·
30 May 2022
·
doi:10.1145/3494108.3522768
Black-box and Target-specific Attack Against Interpretable Deep Learning Systems
Proceedings of the 2022 ACM on Asia C...
·
30 May 2022
·
doi:10.1145/3488932.3527283
Depth, Breadth, and Complexity: Ways to Attack and Defend Deep Learning Models
Proceedings of the 2022 ACM on Asia C...
·
30 May 2022
·
doi:10.1145/3488932.3527278
Leveraging Spectral Representations of Control Flow Graphs for Efficient Analysis of Windows Malware
Proceedings of the 2022 ACM on Asia C...
·
30 May 2022
·
doi:10.1145/3488932.3527294
Sentiment Analysis of Users’ Reactions on Social Media during the Pandemic
Electronics
·
22 May 2022
·
doi:10.3390/electronics11101648
2021
An Exploration of Geo-temporal Characteristics of Users' Reactions on Social Media During the Pandemic
arXiv
·
25 Mar 2021
·
arxiv:2103.13032
AdvEdge: Optimizing Adversarial Perturbations Against Interpretable Deep Learning
Lecture Notes in Computer Science
·
01 Jan 2021
·
doi:10.1007/978-3-030-91434-9_9