Shaahin Angizi

DRAM-Locker: A General-Purpose DRAM Protection Mechanism against Adversarial DNN Weight Attacks

2023 · arXiv (Cornell University)

In this work, we propose DRAM-Locker as a robust general-purpose defense mechanism that can protect DRAM against various adversarial Deep Neural Network (DNN) weight attacks affecting data or page tables. DRAM-Locker harnesses the capabilities of …

Neuro-Photonix: Enabling Near-Sensor Neuro-Symbolic AI Computing on\n Silicon Photonics Substrate

2024 · arXiv (Cornell University)

Neuro-symbolic Artificial Intelligence (AI) models, blending neural networks\nwith symbolic AI, have facilitated transparent reasoning and context\nunderstanding without the need for explicit rule-based programming. However,\nimplementing such models in the Internet of Things (IoT) sensor nodes presents\nhurdles …