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

2 December 2021

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

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Title
ApproXAI: Energy-Efficient Hardware Acceleration of Explainable AI using Approximate Computing Ayesha Siddique Khurram Khalil K. A. Hoque 26 0 0 24 Apr 2025
Security-Aware Approximate Spiking Neural Networks Syed Tihaam Ahmad Ayesha Siddique K. A. Hoque AAML 23 2 0 12 Jan 2023
Exploring Fault-Energy Trade-offs in Approximate DNN Hardware Accelerators Ayesha Siddique K. Basu K. A. Hoque 23 13 0 08 Jan 2021