all InfoSec news
Malceiver: Perceiver with Hierarchical and Multi-modal Features for Android Malware Detection. (arXiv:2204.05994v1 [cs.CR])
April 13, 2022, 1:20 a.m. | Niall McLaughlin
cs.CR updates on arXiv.org arxiv.org
We propose the Malceiver, a hierarchical Perceiver model for Android malware
detection that makes use of multi-modal features. The primary inputs are the
opcode sequence and the requested permissions of a given Android APK file. To
reach a malware classification decision the model combines hierarchical
features extracted from the opcode sequence together with the requested
permissions. The model's architecture is based on the Perceiver/PerceiverIO
which allows for very long opcode sequences to be processed efficiently. Our
proposed model can be …
android android malware detection features malware malware detection
More from arxiv.org / cs.CR updates on arXiv.org
Jobs in InfoSec / Cybersecurity
Information Technology Specialist II: Network Architect
@ Los Angeles County Employees Retirement Association (LACERA) | Pasadena, CA
Cybersecurity Skills Challenge -- Sponsored by DoD
@ Correlation One | United States
Security Operations Center (SOC) Analyst
@ GK Cybersecurity Group | Remote
Engineering Manager - Cloud Security team
@ SentinelOne | Prague, Czech Republic
Legal & Compliance Apprentice (H/F)
@ Novo Nordisk | Puteaux, Île-de-France, FR
Manager, Governance Risk & Compliance
@ Comcast | Virtual