VDGraph2Vec: Vulnerability Detection in Assembly Code using Message Passing Neural Networks.
Ashita DiwanMiles Q. LiBenjamin C. M. FungPublished in: ICMLA (2022)
Keyphrases
- message passing
- neural network
- belief propagation
- ldpc codes
- distributed systems
- probabilistic inference
- shared memory
- markov random field
- distributed shared memory
- sum product
- approximate inference
- factor graphs
- high quality
- back propagation
- inference in graphical models
- sum product algorithm
- graphical models
- graph cuts
- computer vision