Sajjad Amini

According to our database, Sajjad Amini authored at least 17 papers between 2014 and 2024.

Collaborative distances:

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

2024

Fast adversarial attacks to deep neural networks through gradual sparsification.

Sajjad Amini, Alireza Heshmati, Shahrokh Ghaemmaghami

Eng. Appl. Artif. Intell., January, 2024

MeanSparse: Post-Training Robustness Enhancement Through Mean-Centered Feature Sparsification.

Sajjad Amini, Mohammadreza Teymoorianfard, Shiqing Ma, Amir Houmansadr

CoRR, 2024

Matrix Completion via Nonsmooth Regularization of Fully Connected Neural Networks.

Sajad Faramarzi, Farzan Haddadi, Sajjad Amini, Masoud Ahookhosh

CoRR, 2024

2022

Non-Smooth Regularization: Improvement to Learning Framework Through Extrapolation.

Sajjad Amini, Mohammad Soltanian, Mostafa Sadeghi, Shahrokh Ghaemmaghami

IEEE Trans. Signal Process., 2022

Designing Low Coherent Measurement Matrix With Controlled Spectral Norm Via an Efficient Approximation of $\ell _\infty$-Norm.

Alireza Heshmati, Sajjad Amini, Shahrokh Ghaemmaghami, Farokh Marvasti

IEEE Signal Process. Lett., 2022

Towards Robust Visual Transformer Networks via K-Sparse Attention.

Sajjad Amini, Shahrokh Ghaemmaghami

Proceedings of the IEEE International Conference on Acoustics, 2022

2020

Spatio-Temporal VLAD Encoding of Visual Events Using Temporal Ordering of the Mid-Level Deep Semantics.

Mohammad Soltanian, Sajjad Amini, Shahrokh Ghaemmaghami

IEEE Trans. Multim., 2020

Towards Improving Robustness of Deep Neural Networks to Adversarial Perturbations.

Sajjad Amini, Shahrokh Ghaemmaghami

IEEE Trans. Multim., 2020

2019

A New Framework to Train Autoencoders Through Non-Smooth Regularization.

Sajjad Amini, Shahrokh Ghaemmaghami

IEEE Trans. Signal Process., 2019

Hierarchical Location Identification of Destabilizing Faults and Attacks in Power Systems: A Frequency-Domain Approach.

Sajjad Amini, Fabio Pasqualetti, Masoud Abbaszadeh, Hamed Mohsenian Rad

IEEE Trans. Smart Grid, 2019

2018

Dynamic Load Altering Attacks Against Power System Stability: Attack Models and Protection Schemes.

Sajjad Amini, Fabio Pasqualetti, Hamed Mohsenian Rad

IEEE Trans. Smart Grid, 2018

Sparse Autoencoders Using Non-smooth Regularization.

Sajjad Amini, Shahrokh Ghaernmaghami

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Smart Grid Cyber and Physical Security.

Sajjad Amini

PhD thesis, 2017

Identification of destabilizing attacks in power systems.

Mike Izbicki, Sajjad Amini, Christian R. Shelton, Hamed Mohsenian Rad

Proceedings of the 2017 American Control Conference, 2017

2015

Detecting dynamic load altering attacks: A data-driven time-frequency analysis.

Sajjad Amini, Fabio Pasqualetti, Hamed Mohsenian Rad

Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015

Dynamic load altering attacks in smart grid.

Sajjad Amini, Hamed Mohsenian Rad, Fabio Pasqualetti

Proceedings of the 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2015

2014

Outlier-aware dictionary learning for sparse representation.

Sajjad Amini, Mostafa Sadeghi, Mohsen Joneidi, Massoud Babaie-Zadeh, Christian Jutten

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014