Higher-order, adversary-aware, double JPEG-detection via selected training on attacked samples.
Mauro BamiEhsan NowrooziBenedetta TondiPublished in: EUSIPCO (2017)
Keyphrases
- higher order
- training samples
- training set
- object detection
- data sets
- training examples
- pairwise
- number of training samples
- automatic detection
- high order
- natural images
- object detectors
- supervised learning
- detection method
- false positives
- image coding
- training data
- false alarms
- avoid overfitting
- detection rate
- image compression
- markov random field
- compression algorithm
- compression ratio
- training dataset
- learning algorithm