T-Miner: A Generative Approach to Defend Against Trojan Attacks on DNN-based Text Classification.
Ahmadreza AziziIbrahim Asadullah TahmidAsim WaheedNeal MangaokarJiameng PuMobin JavedChandan K. ReddyBimal ViswanathPublished in: USENIX Security Symposium (2021)
Keyphrases
- text classification
- unsupervised learning
- text categorization
- naive bayes
- bag of words
- machine learning
- labeled data
- text mining
- countermeasures
- text classifiers
- feature selection
- generative model
- n gram
- semantic features
- knn
- training process
- text data
- multi label
- watermarking scheme
- discriminative learning
- sentiment analysis
- text documents
- classification algorithm
- association rule mining
- semi supervised learning
- data mining techniques
- digital images
- security mechanisms
- watermarking algorithm
- information retrieval