Ayesha Siddique

According to our database, Ayesha Siddique authored at least 7 papers between 2021 and 2024.

Collaborative distances:

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

2024

Moving Target Defense Through Approximation for Low-Power Neuromorphic Edge Intelligence.

Ayesha Siddique, Khaza Anuarul Hoque

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., March, 2024

2023

Exposing Reliability Degradation and Mitigation in Approximate DNNs Under Permanent Faults.

Ayesha Siddique, Khaza Anuarul Hoque

IEEE Trans. Very Large Scale Integr. Syst., April, 2023

RobustPdM: Designing Robust Predictive Maintenance against Adversarial Attacks.

Ayesha Siddique, Ripan Kumar Kundu, Gautam Raj Mode, Khaza Anuarul Hoque

CoRR, 2023

Improving Reliability of Spiking Neural Networks through Fault Aware Threshold Voltage Optimization.

Ayesha Siddique, Khaza Anuarul Hoque

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Security-Aware Approximate Spiking Neural Networks.

Syed Tihaam Ahmad, Ayesha Siddique, Khaza Anuarul Hoque

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022

Is Approximation Universally Defensive Against Adversarial Attacks in Deep Neural Networks?

Ayesha Siddique, Khaza Anuarul Hoque

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

2021

Exploring Fault-Energy Trade-offs in Approximate DNN Hardware Accelerators.

Ayesha Siddique, Kanad Basu, Khaza Anuarul Hoque

Proceedings of the 22nd International Symposium on Quality Electronic Design, 2021