Ayesha Siddique

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Biologically Inspired

Moving Target Defense

Digital Image Watermarking Scheme

Spiking Neural Networks

Top Venues

IEEE Trans. Very Large Scale Integr. Syst.

Publications

Ayesha Siddique, Khaza Anuarul Hoque
Moving Target Defense Through Approximation for Low-Power Neuromorphic Edge Intelligence. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (3) (2024)
Syed Tihaam Ahmad, Ayesha Siddique, Khaza Anuarul Hoque
Security-Aware Approximate Spiking Neural Networks. DATE (2023)
Ayesha Siddique, Khaza Anuarul Hoque
Exposing Reliability Degradation and Mitigation in Approximate DNNs under Permanent Faults. CoRR (2023)
Syed Tihaam Ahmad, Ayesha Siddique, Khaza Anuarul Hoque
Security-Aware Approximate Spiking Neural Networks. CoRR (2023)
Ayesha Siddique, Khaza Anuarul Hoque
Exposing Reliability Degradation and Mitigation in Approximate DNNs Under Permanent Faults. IEEE Trans. Very Large Scale Integr. Syst. 31 (4) (2023)
Ayesha Siddique, Khaza Anuarul Hoque
Improving Reliability of Spiking Neural Networks through Fault Aware Threshold Voltage Optimization. CoRR (2023)
Ayesha Siddique, Khaza Anuarul Hoque
Improving Reliability of Spiking Neural Networks through Fault Aware Threshold Voltage Optimization. DATE (2023)
Ayesha Siddique, Ripan Kumar Kundu, Gautam Raj Mode, Khaza Anuarul Hoque
RobustPdM: Designing Robust Predictive Maintenance against Adversarial Attacks. CoRR (2023)
Ayesha Siddique, Khaza Anuarul Hoque
Is Approximation Universally Defensive Against Adversarial Attacks in Deep Neural Networks? DATE (2022)
Ayesha Siddique, Kanad Basu, Khaza Anuarul Hoque
Exploring Fault-Energy Trade-offs in Approximate DNN Hardware Accelerators. ISQED (2021)
Ayesha Siddique, Khaza Anuarul Hoque
Is Approximation Universally Defensive Against Adversarial Attacks in Deep Neural Networks? CoRR (2021)
Ayesha Siddique, Kanad Basu, Khaza Anuarul Hoque
Exploring Fault-Energy Trade-offs in Approximate DNN Hardware Accelerators. CoRR (2021)