Vulnerabilities of Deep Learning-Driven Semantic Communications to Backdoor (Trojan) Attacks.
Yalin E. SagduyuTugba ErpekSennur UlukusAylin YenerPublished in: CISS (2023)
Keyphrases
- deep learning
- countermeasures
- security flaws
- security risks
- security vulnerabilities
- unsupervised learning
- unsupervised feature learning
- security mechanisms
- machine learning
- mental models
- weakly supervised
- buffer overflow
- information security
- object recognition
- attack scenarios
- domain specific
- natural language
- deep architectures
- semantic information
- semantic similarity
- pairwise
- expectation maximization