2 papers
cs.CR2026
A Quantization-Aware Training Based Lightweight Method for Neural Distinguishers
Guangwei Xiong, Linyuan Wang, Zhizhong Zheng +2
In 2019, Gohr pioneered the application of deep neural networks to differential cryptanalysis, developing DNN-based neural distinguisher classifiers to analyze the SPECK lightweigh…
cs.CV2024
Signal Adversarial Examples Generation for Signal Detection Network via White-Box Attack
Dongyang Li, Linyuan Wang, Guangwei Xiong +3
With the development and application of deep learning in signal detection tasks, the vulnerability of neural networks to adversarial attacks has also become a security threat to si…