Vulnerabilities of Deep Learning-Driven Semantic Communications to Backdoor (Trojan) Attacks.
Yalin E. SagduyuTugba ErpekSennur UlukusAylin YenerPublished in: CoRR (2022)
Keyphrases
- deep learning
- countermeasures
- security vulnerabilities
- security flaws
- unsupervised feature learning
- unsupervised learning
- machine learning
- security risks
- security mechanisms
- buffer overflow
- domain specific
- deep architectures
- semantic information
- weakly supervised
- natural language
- active learning
- pattern recognition