Ayesha Siddique

17 papers A 3B 1Journal 11Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	ApproXAI: Energy-Efficient Hardware Acceleration of Explainable AI using Approximate Computing. IJCNN Ayesha Siddique, Khurram Khalil, Khaza Anuarul Hoque
2025	J	`jnl`	ApproXAI: Energy-Efficient Hardware Acceleration of Explainable AI using Approximate Computing. CoRR Ayesha Siddique, Khurram Khalil, Khaza Anuarul Hoque
2025	—	`conf`	Explainable AI-Guided Efficient Approximate DNN Generation for Multi-Pod Systolic Arrays. ISQED Ayesha Siddique, Khurram Khalil, Khaza Anuarul Hoque
2025	J	`jnl`	Explainable AI-Guided Efficient Approximate DNN Generation for Multi-Pod Systolic Arrays. CoRR Ayesha Siddique, Khurram Khalil, Khaza Anuarul Hoque
2025	J	`jnl`	Explainable AI-Guided Neural Architecture Search for Adversarial Robustness in Approximate DNNs. IEEE Trans. Sustain. Comput. Ayesha Siddique, Khaza Anuarul Hoque
2024	J	`jnl`	Moving Target Defense Through Approximation for Low-Power Neuromorphic Edge Intelligence. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Ayesha Siddique, Khaza Anuarul Hoque
2023	J	`jnl`	Exposing Reliability Degradation and Mitigation in Approximate DNNs Under Permanent Faults. IEEE Trans. Very Large Scale Integr. Syst. Ayesha Siddique, Khaza Anuarul Hoque
2023	J	`jnl`	Exposing Reliability Degradation and Mitigation in Approximate DNNs under Permanent Faults. CoRR Ayesha Siddique, Khaza Anuarul Hoque
2023	A	`conf`	Improving Reliability of Spiking Neural Networks through Fault Aware Threshold Voltage Optimization. DATE Ayesha Siddique, Khaza Anuarul Hoque
2023	J	`jnl`	Improving Reliability of Spiking Neural Networks through Fault Aware Threshold Voltage Optimization. CoRR Ayesha Siddique, Khaza Anuarul Hoque
2023	J	`jnl`	RobustPdM: Designing Robust Predictive Maintenance against Adversarial Attacks. CoRR Ayesha Siddique, Ripan Kumar Kundu, Gautam Raj Mode, Khaza Anuarul Hoque
2023	A	`conf`	Security-Aware Approximate Spiking Neural Networks. DATE Syed Tihaam Ahmad, Ayesha Siddique, Khaza Anuarul Hoque
2023	J	`jnl`	Security-Aware Approximate Spiking Neural Networks. CoRR Syed Tihaam Ahmad, Ayesha Siddique, Khaza Anuarul Hoque
2022	A	`conf`	Is Approximation Universally Defensive Against Adversarial Attacks in Deep Neural Networks? DATE Ayesha Siddique, Khaza Anuarul Hoque
2021	—	`conf`	Exploring Fault-Energy Trade-offs in Approximate DNN Hardware Accelerators. ISQED Ayesha Siddique, Kanad Basu, Khaza Anuarul Hoque
2021	J	`jnl`	Exploring Fault-Energy Trade-offs in Approximate DNN Hardware Accelerators. CoRR Ayesha Siddique, Kanad Basu, Khaza Anuarul Hoque
2021	J	`jnl`	Is Approximation Universally Defensive Against Adversarial Attacks in Deep Neural Networks? CoRR Ayesha Siddique, Khaza Anuarul Hoque