Eldor Abdukhamidov

According to our database, Eldor Abdukhamidov authored at least 13 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SingleADV: Single-Class Target-Specific Attack Against Interpretable Deep Learning Systems.

Eldor Abdukhamidov, Mohammed Abuhamad, George K. Thiruvathukal, Hyoungshick Kim, Tamer Abuhmed

IEEE Trans. Inf. Forensics Secur., 2024

Hardening Interpretable Deep Learning Systems: Investigating Adversarial Threats and Defenses.

Eldor Abdukhamidov, Mohammed Abuhamad, Simon S. Woo, Eric Chan-Tin, Tamer Abuhmed

IEEE Trans. Dependable Secur. Comput., 2024

2023

Unveiling Vulnerabilities in Interpretable Deep Learning Systems with Query-Efficient Black-box Attacks.

Eldor Abdukhamidov, Mohammed Abuhamad, Simon S. Woo, Eric Chan-Tin, Tamer Abuhmed

CoRR, 2023

Microbial Genetic Algorithm-based Black-box Attack against Interpretable Deep Learning Systems.

Eldor Abdukhamidov, Mohammed Abuhamad, Simon S. Woo, Eric Chan-Tin, Tamer Abuhmed

CoRR, 2023

Single-Class Target-Specific Attack against Interpretable Deep Learning Systems.

Eldor Abdukhamidov, Mohammed Abuhamad, George K. Thiruvathukal, Hyoungshick Kim, Tamer Abuhmed

CoRR, 2023

2022

Multilayer dynamic ensemble model for intensive care unit mortality prediction of neonate patients.

Firuz Juraev, Shaker H. Ali El-Sappagh, Eldor Abdukhamidov, Farman Ali, Tamer Abuhmed

J. Biomed. Informatics, 2022

Interpretations Cannot Be Trusted: Stealthy and Effective Adversarial Perturbations against Interpretable Deep Learning.

Eldor Abdukhamidov, Mohammed Abuhamad, Simon S. Woo, Eric Chan-Tin, Tamer Abuhmed

CoRR, 2022

MLxPack: Investigating the Effects of Packers on ML-based Malware Detection Systems Using Static and Dynamic Traits.

Qirui Sun, Mohammed Abuhamad, Eldor Abdukhamidov, Eric Chan-Tin, Tamer Abuhmed

Proceedings of the CySSS@AsiaCCS'22: Proceedings of the 1st Workshop on Cybersecurity and Social Sciences, 2022

Leveraging Spectral Representations of Control Flow Graphs for Efficient Analysis of Windows Malware.

Qirui Sun, Eldor Abdukhamidov, Tamer Abuhmed, Mohammed Abuhamad

Proceedings of the ASIA CCS '22: ACM Asia Conference on Computer and Communications Security, Nagasaki, Japan, 30 May 2022, 2022

Depth, Breadth, and Complexity: Ways to Attack and Defend Deep Learning Models.

Firuz Juraev, Eldor Abdukhamidov, Mohammed Abuhamad, Tamer Abuhmed

Proceedings of the ASIA CCS '22: ACM Asia Conference on Computer and Communications Security, Nagasaki, Japan, 30 May 2022, 2022

Black-box and Target-specific Attack Against Interpretable Deep Learning Systems.

Eldor Abdukhamidov, Firuz Juraev, Mohammed Abuhamad, Tamer Abuhmed

Proceedings of the ASIA CCS '22: ACM Asia Conference on Computer and Communications Security, Nagasaki, Japan, 30 May 2022, 2022

2021

An Exploration of Geo-temporal Characteristics of Users' Reactions on Social Media During the Pandemic.

Eldor Abdukhamidov, Firuz Juraev, Mohammed Abuhamad, Tamer AbuHmed

CoRR, 2021

AdvEdge: Optimizing Adversarial Perturbations Against Interpretable Deep Learning.

Eldor Abdukhamidov, Mohammed Abuhamad, Firuz Juraev, Eric Chan-Tin, Tamer AbuHmed

Proceedings of the Computational Data and Social Networks - 10th International Conference, 2021