Naila Mukhtar

According to our database, Naila Mukhtar authored at least 8 papers between 2015 and 2023.

Collaborative distances:

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

2023

Edge enhanced deep learning system for IoT edge device security analytics.

Naila Mukhtar, Mohamad Ali Mehrabi, Yinan Kong, Ashiq Anjum

Concurr. Comput. Pract. Exp., 2023

2022

Machine-Learning Assisted Side-Channel Attacks on RNS ECC Implementations Using Hybrid Feature Engineering.

Naila Mukhtar, Louiza Papachristodoulou, Apostolos P. Fournaris, Lejla Batina, Yinan Kong

Proceedings of the Constructive Side-Channel Analysis and Secure Design, 2022

2021

Power Side-Channel Analysis of RNS GLV ECC Using Machine and Deep Learning Algorithms.

Mohamad Ali Mehrabi, Naila Mukhtar, Alireza Jolfaei

ACM Trans. Internet Techn., 2021

Fake it till you make it: Data Augmentation using Generative Adversarial Networks for all the crypto you need on small devices.

Naila Mukhtar, Lejla Batina, Stjepan Picek, Yinan Kong

IACR Cryptol. ePrint Arch., 2021

2020

Machine-Learning assisted Side-Channel Attacks on RNS-based Elliptic Curve Implementations using Hybrid Feature Engineering.

Naila Mukhtar, Louiza Papachristodoulou, Apostolos P. Fournaris, Lejla Batina, Yinan Kong

IACR Cryptol. ePrint Arch., 2020

Improved Hybrid Approach for Side-Channel Analysis Using Efficient Convolutional Neural Network and Dimensionality Reduction.

Naila Mukhtar, Apostolos P. Fournaris, Tariq Mahmood Khan, Charis Dimopoulos, Yinan Kong

IEEE Access, 2020

2018

Secret Key Classification Based on Electromagnetic Analysis and Feature Extraction Using Machine-Learning Approach.

Naila Mukhtar, Yinan Kong

Proceedings of the Future Network Systems and Security - 4th International Conference, 2018

2015

Improved trust based key management for end-to-end secure communication in cellular networks.

Naila Mukhtar, Muhammad Shamim Baig, L. A. Khan

Proceedings of the 8th International Conference on Security of Information and Networks, 2015