DNN-Defender: An In-DRAM Defense Mechanism to Protect Quantized Deep Neural Networks from Targeted RowHammer Bit-Flip Attacks

DNN-Defender, a DRAM-based defense mechanism, leverages in-DRAM swapping to effectively protect quantized deep neural networks from targeted RowHammer bit-flip attacks without requiring any software training or imposing additional hardware overhead.