: Research into remote car hacking has demonstrated exploits involving the "showSplash" method in vehicle head units, which can be manipulated to change display images or potentially execute unauthorized commands.
: They have been shown to outperform standard activation functions like ReLU and its variants across various datasets (MNIST, CIFAR-10, CIFAR-100) and architectures such as ResNet-20. Splash [Exploit]
Beyond deep learning research, "Splash" exploits appear in specific gaming and system security contexts: : Research into remote car hacking has demonstrated
), and use symmetric hinges placed at fixed, data-derived locations. data-derived locations. : Crucially
: Crucially, these units significantly increase the robustness of deep neural networks against adversarial attacks , making it harder for exploits to manipulate model outputs. Other "Splash" Exploit Contexts