133 citations · 465 across the 67 of their papers we have counts for
5 papers · 1 filter
Design and Evaluation of a Multi-Domain Trojan Detection Method on Deep Neural Networks
Yansong Gao, Yeonjae Kim, Bao Gia Doan +5
This work corroborates a run-time Trojan detection method exploiting STRong Intentional Perturbation of inputs, is a multi-domain Trojan detection defence across Vision, Text and A…
A Channel Perceiving Attack on Long-Range Key Generation and Its Countermeasure
Lu Yang, Yansong Gao, Junqing Zhang +2
The physical-layer key generation is a lightweight technique to generate secret keys from wireless channels for resource-constrained Internet of things (IoT) applications. The secu…
Hash Functions and Benchmarks for Resource Constrained Passive Devices: A Preliminary Study
Yang Su, Yansong Gao, Omid Kavehei +1
Recently, we have witnessed the emergence of intermittently powered computational devices, an early example is the Intel WISP (Wireless Identification and Sensing Platform). How we…
Building Secure SRAM PUF Key Generators on Resource Constrained Devices
Yansong Gao, Yang Su, Wei Yang +3
A securely maintained key is the premise upon which data stored and transmitted by ubiquitously deployed resource limited devices, such as those in the Internet of Things (IoT), ar…
STRIP: A Defence Against Trojan Attacks on Deep Neural Networks
Yansong Gao, Chang Xu, Derui Wang +3
A recent trojan attack on deep neural network (DNN) models is one insidious variant of data poisoning attacks. Trojan attacks exploit an effective backdoor created in a DNN model b…