2 papers
cs.CR2021
Tackling Imbalanced Data in Cybersecurity with Transfer Learning: A Case with ROP Payload Detection
Haizhou Wang, Peng Liu
In recent years, deep learning gained proliferating popularity in the cybersecurity application domain, since when being compared to traditional machine learning, it usually involv…
cs.CR2019
Using Deep Learning to Solve Computer Security Challenges: A Survey
Yoon-Ho Choi, Peng Liu, Zitong Shang +5
Although using machine learning techniques to solve computer security challenges is not a new idea, the rapidly emerging Deep Learning technology has recently triggered a substanti…