1 citations · 1 across the 3 of their papers we have counts for
4 papers
NNReArch: A Tensor Program Scheduling Framework Against Neural Network Architecture Reverse Engineering
Yukui Luo, Shijin Duan, Cheng Gongye +2
Architecture reverse engineering has become an emerging attack against deep neural network (DNN) implementations. Several prior works have utilized side-channel leakage to recover…
Sensitive Samples Revisited: Detecting Neural Network Attacks Using Constraint Solvers
Amel Nestor Docena, Thomas Wahl, Trevor Pearce +1
Neural Networks are used today in numerous security- and safety-relevant domains and are, as such, a popular target of attacks that subvert their classification capabilities, by ma…
Hardware/Software Obfuscation against Timing Side-channel Attack on a GPU
Elmira Karimi, Yunsi Fei, David Kaeli
GPUs are increasingly being used in security applications, especially for accelerating encryption/decryption. While GPUs are an attractive platform in terms of performance, the sec…
Towards Secure Composition of Integrated Circuits and Electronic Systems: On the Role of EDA
Johann Knechtel, Elif Bilge Kavun, Francesco Regazzoni +10
Modern electronic systems become evermore complex, yet remain modular, with integrated circuits (ICs) acting as versatile hardware components at their heart. Electronic design auto…