Adversarial Variational Modality Reconstruction and Regularization for Zero-Day Malware Variants Similarity Detection.
Christopher MolloyJeremy BanksSteven H. H. DingPhilippe CharlandAndrew WalensteinLitao LiPublished in: ICDM (2022)
Keyphrases
- similarity measure
- malware detection
- automatic detection
- multi agent
- reverse engineering
- euclidean distance
- distance measure
- multi modal
- anomaly detection
- detection method
- three dimensional
- detection accuracy
- false positives
- malicious executables
- aerial imagery
- image segmentation
- detection algorithm
- high resolution
- multiscale
- false alarms
- semantic similarity
- detection rate
- model selection
- similarity function
- object detection
- reconstruction method
- variational methods
- variational framework
- image reconstruction
- medical images