Ismail R. Alkhouri

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 17

Top Topics

Independent Set

Fault Detection

Hierarchical Representation

Classification Systems

Top Venues

Publications

Ismail R. Alkhouri, Akram S. Awad, Qun Zhou Sun, George K. Atia
Imperceptible Attacks on Fault Detection and Diagnosis Systems in Smart Buildings. IEEE Trans. Ind. Informatics 20 (2) (2024)
Xiang Li, Soo Min Kwon, Ismail R. Alkhouri, Saiprasad Ravishankar, Qing Qu
Decoupled Data Consistency with Diffusion Purification for Image Restoration. CoRR (2024)
Xitong Zhang, Ismail R. Alkhouri, Rongrong Wang
Structure-Preserving Network Compression Via Low-Rank Induced Training Through Linear Layers Composition. CoRR (2024)
Ismail R. Alkhouri, Sumit Kumar Jha, Andre Beckus, George K. Atia, Susmit Jha, Rickard Ewetz, Alvaro Velasquez
Exploring the Predictive Capabilities of AlphaFold Using Adversarial Protein Sequences. IEEE Trans. Artif. Intell. 5 (7) (2024)
Ismail R. Alkhouri, Akram S. Awad, Connor Hatfield, George K. Atia
A Discriminative Approach To Unsupervised Domain Adaptation in Coarse-To-Fine Classifiers. MLSP (2023)
Ismail R. Alkhouri, Alvaro Velasquez, George K. Atia
A Non-Targeted Attack Approach for the Coarse Misclassification Problem. IJCNN (2023)
Ismail R. Alkhouri, George K. Atia, Alvaro Velasquez
A Differentiable Approach to the Maximum Independent Set Problem Using Graph-Based Neural Network Structures. MLSP (2022)
Ismail R. Alkhouri, Stanley Bak, Alvaro Velasquez, George K. Atia
On the Coarse Robustness of Classifiers. IEEECONF (2022)
Ismail R. Alkhouri, George K. Atia, Alvaro Velasquez
A differentiable approach to the maximum independent set problem using dataless neural networks. Neural Networks 155 (2022)
Alvaro Velasquez, Ismail R. Alkhouri, Brett Bissey, Lior Barak, George K. Atia
The Minimum Value State Problem in Actor-Critic Networks. MLSP (2022)
Ismail R. Alkhouri, George K. Atia, Alvaro Velasquez
A Differentiable Approach to Combinatorial Optimization using Dataless Neural Networks. CoRR (2022)
Ismail R. Alkhouri, Alvaro Velasquez, George K. Atia
Synthesis of Adversarial Samples in Two-Stage Classifiers. ICASSP (2022)
Ismail R. Alkhouri, Alvaro Velasquez, George K. Atia
BOSS: Bidirectional One-Shot Synthesis of Adversarial Examples. MLSP (2022)
Ismail R. Alkhouri, Alvaro Velasquez, George K. Atia
Adversarial Perturbation Attacks on Nested Dichotomies Classification Systems. MLSP (2021)
Ismail R. Alkhouri, George K. Atia
Targeted Attacks in Hierarchical Settings via Convex Programming. IJCNN (2021)
Akram S. Awad, Ismail R. Alkhouri, George K. Atia
Adversarial Attacks on Multi-Level Fault Detection and Diagnosis Systems. MLSP (2021)
Ismail R. Alkhouri, George K. Atia
Adversarial Attacks on Coarse-to-Fine Classifiers. ICASSP (2021)