An Approach for Sequential Dictionary Learning in Nonuniform Noise. - Asif Iqbal 007; Abd-Krim Seghouane (DICTA, 2017)

BSmCCA: A block sparse multiple-set canonical correlation analysis algorithm for multi-subject fMRI data sets. - Abd-Krim Seghouane; Asif Iqbal 007; Nandakishor Desai (ICASSP, 2017)

CSMSDL: A common sequential dictionary learning algorithm for multi-subject FMRI data sets analysis. - Abd-Krim Seghouane; Asif Iqbal 007 (ICIP, 2017)

A regularized sequential dictionary learning algorithm for fmri data analysis. - Abd-Krim Seghouane; Asif Iqbal 007 (MLSP, 2017)

Sequential Dictionary Learning From Correlated Data: Application to fMRI Data Analysis. - Abd-Krim Seghouane; Asif Iqbal 007 (IEEE Trans. Image Process., 2017)

Basis Expansion Approaches for Regularized Sequential Dictionary Learning Algorithms With Enforced Sparsity for fMRI Data Analysis. - Abd-Krim Seghouane; Asif Iqbal 007 (IEEE Trans. Medical Imaging, 2017)

An Algorithm for Multi Subject Fmri Analysis Based on the SVD and Penalized Rank-1 Matrix Approximation. - Asif Iqbal 007; Abd-Krim Seghouane (ICASSP, 2018)

Dictionary Learning Algorithm for Multi-Subject Fmri Analysis Via Temporal and Spatial Concatenation. - Asif Iqbal 007; Abd-Krim Seghouane (ICASSP, 2018)

A dictionary learning algorithm for multi-subject fMRI analysis based on a hybrid concatenation scheme. - Asif Iqbal 007; Abd-Krim Seghouane (Digit. Signal Process., 2018)

Consistent adaptive sequential dictionary learning. - Abd-Krim Seghouane; Asif Iqbal 007 (Signal Process., 2018)

The adaptive block sparse PCA and its application to multi-subject FMRI data analysis using sparse mCCA. - Abd-Krim Seghouane; Asif Iqbal 007 (Signal Process., 2018)

Shared and Subject-Specific Dictionary Learning (ShSSDL) Algorithm for Multisubject fMRI Data Analysis. - Asif Iqbal 007; Abd-Krim Seghouane; Tülay Adali (IEEE Trans. Biomed. Eng., 2018)

Robust Dictionary Learning Using α-Divergence. - Asif Iqbal 007; Abd-Krim Seghouane (ICASSP, 2019)

Sequential Structured Dictionary Learning for Block Sparse Representations. - Abd-Krim Seghouane; Asif Iqbal 007; Karim Abed-Meraim (ICASSP, 2019)

A Sequential Block-Structured Dictionary Learning Algorithm for Block Sparse Representations. - Abd-Krim Seghouane; Asif Iqbal 007; Karim Abed-Meraim (IEEE Trans. Computational Imaging, 2019)

An α-Divergence-Based Approach for Robust Dictionary Learning. - Asif Iqbal 007; Abd-Krim Seghouane (IEEE Trans. Image Process., 2019)

Learning sparse methods for multi-subject brain data analysis via dictionary learning. - Asif Iqbal 007 (2019)

Adaptive complex-valued dictionary learning: Application to fMRI data analysis. - Asif Iqbal 007; Mohamed Nait Meziane; Abd-Krim Seghouane; Karim Abed-Meraim (Signal Process., 2020)

Machine Learning based Time Synchronization Attack Detection for Synchrophasors. - Asif Iqbal 007; Muhammad Naveed Aman; Biplab Sikdar 001 (GLOBECOM, 2023)

Representation Learning based Time Synchronization Attack Detection for Synchrophasors. - Asif Iqbal 007; Muhammad Naveed Aman; Biplab Sikdar 001 (SmartGridComm, 2023)

RBDL: Robust block-Structured dictionary learning for block sparse representation. - Abd-Krim Seghouane; Asif Iqbal 007; Aref Miri Rekavandi (Pattern Recognit. Lett., 2023)

IoT Device Authentication via RAM Trace Analysis: A Representation Learning Framework. - Asif Iqbal 007; Muhammad Naveed Aman; Biplab Sikdar 001 (GLOBECOM, 2024)

A Representation Learning Induced Property Inference Attack on Machine Learning Models for E-Health. - Moomal Bukhari; Asif Iqbal 007; Muhammad Naveed Aman; Biplab Sikdar 001 (GLOBECOM, 2024)

Privacy Preserving Inference for Deep Neural Networks: Optimizing Homomorphic Encryption for Efficient and Secure Classification. - Aftab Akram; Fawad Khan; Shahzaib Tahir; Asif Iqbal 007; Syed Aziz Shah; Abdullah Baz (IEEE Access, 2024)

Privacy-Preserving Collaborative Split Learning Framework for Smart Grid Load Forecasting. - Asif Iqbal 007; Prosanta Gope 001; Biplab Sikdar 001 (CoRR, 2024)

Machine and Representation Learning-Based GNSS Spoofing Detectors Utilizing Feature Set From Generic GNSS Receivers. - Asif Iqbal 007; Muhammad Naveed Aman; Biplab Sikdar 001 (IEEE Trans. Consumer Electron., 2024)

IoT Device RAM Traces For Firmware Attestation. - Muhammad Naveed Aman; Mohamed Haroon Basheer; Asif Iqbal 007; Biplab Sikdar 001 (IEEE DataPort, 2024)

IoT Device Ram Traces. - Asif Iqbal 007 (IEEE DataPort, 2024)

RAM-Based Firmware Attestation for IoT Security: A Representation Learning Framework. - Asif Iqbal 007; Usman Zia; Muhammad Naveed Aman; Biplab Sikdar 001 (IEEE Internet Things J., 2024)

A Time-Series Based Convolutional VAE for Spoof Detection in Commercial GPS Receivers. - Asif Iqbal 007; Muhammad Naveed Aman; Biplab Sikdar 001 (CCNC, 2025)

Leveraging AI to Compromise IoT Device Privacy by Exploiting Hardware Imperfections. - Mirza Athar Baig; Asif Iqbal 007; Muhammad Naveed Aman; Biplab Sikdar 001 (IEEE Trans. Artif. Intell., 2025)