Naila Mukhtar

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 8

Top Topics

Feature Engineering

Convolutional Neural Network

Top Venues

IACR Cryptol. ePrint Arch.

ACM Trans. Internet Techn.

Concurr. Comput. Pract. Exp.

Publications

Naila Mukhtar, Mohamad Ali Mehrabi, Yinan Kong, Ashiq Anjum
Edge enhanced deep learning system for IoT edge device security analytics. Concurr. Comput. Pract. Exp. 35 (13) (2023)
Naila Mukhtar, Lejla Batina, Stjepan Picek, Yinan Kong
Fake It Till You Make It: Data Augmentation Using Generative Adversarial Networks for All the Crypto You Need on Small Devices. CT-RSA (2022)
Naila Mukhtar, Louiza Papachristodoulou, Apostolos P. Fournaris, Lejla Batina, Yinan Kong
Machine-Learning Assisted Side-Channel Attacks on RNS ECC Implementations Using Hybrid Feature Engineering. COSADE (2022)
Naila Mukhtar, Lejla Batina, Stjepan Picek, Yinan Kong
Fake it till you make it: Data Augmentation using Generative Adversarial Networks for all the crypto you need on small devices. IACR Cryptol. ePrint Arch. 2021 (2021)
Mohamad Ali Mehrabi, Naila Mukhtar, Alireza Jolfaei
Power Side-Channel Analysis of RNS GLV ECC Using Machine and Deep Learning Algorithms. ACM Trans. Internet Techn. 21 (3) (2021)
Naila Mukhtar, Louiza Papachristodoulou, Apostolos P. Fournaris, Lejla Batina, Yinan Kong
Machine-Learning assisted Side-Channel Attacks on RNS-based Elliptic Curve Implementations using Hybrid Feature Engineering. IACR Cryptol. ePrint Arch. 2020 (2020)
Naila Mukhtar, Apostolos P. Fournaris, Tariq Mahmood Khan, Charis Dimopoulos, Yinan Kong
Improved Hybrid Approach for Side-Channel Analysis Using Efficient Convolutional Neural Network and Dimensionality Reduction. IEEE Access 8 (2020)
Naila Mukhtar, Yinan Kong
Secret Key Classification Based on Electromagnetic Analysis and Feature Extraction Using Machine-Learning Approach. FNSS (2018)
Naila Mukhtar, M. S. Baig, L. A. Khan
Improved trust based key management for end-to-end secure communication in cellular networks. SIN (2015)