2 citations · 2 across the 1 of their papers we have counts for
4 papers
HDTest: Differential Fuzz Testing of Brain-Inspired Hyperdimensional Computing
Dongning Ma, Jianmin Guo, Yu Jiang +1
Brain-inspired hyperdimensional computing (HDC) is an emerging computational paradigm that mimics brain cognition and leverages hyperdimensional vectors with fully distributed holo…
RNN-Test: Towards Adversarial Testing for Recurrent Neural Network Systems
Jianmin Guo, Yue Zhao, Quan Zhang +1
While massive efforts have been investigated in adversarial testing of convolutional neural networks (CNN), testing for recurrent neural networks (RNN) is still limited and leaves…
LEOPARD: Identifying Vulnerable Code for Vulnerability Assessment through Program Metrics
Xiaoning Du, Bihuan Chen, Yuekang Li +4
Identifying potentially vulnerable locations in a code base is critical as a pre-step for effective vulnerability assessment; i.e., it can greatly help security experts put their t…
DLFuzz: Differential Fuzzing Testing of Deep Learning Systems
Jianmin Guo, Yu Jiang, Yue Zhao +2
Deep learning (DL) systems are increasingly applied to safety-critical domains such as autonomous driving cars. It is of significant importance to ensure the reliability and robust…