Synthetic and privacy-preserving traffic trace generation using generative AI models for training Network Intrusion Detection Systems.
Giuseppe AcetoFabio GiampaoloCiro GuidaStefano IzzoAntonio PescapèFrancesco PiccialliEdoardo PreziosoPublished in: J. Netw. Comput. Appl. (2024)
Keyphrases
- privacy preserving
- privacy sensitive
- privacy preserving data mining
- vertically partitioned data
- multi party
- privacy concerns
- sensitive data
- horizontally partitioned data
- network intrusion detection systems
- privacy preservation
- private information
- record linkage
- privacy protection
- differential privacy
- privacy issues
- personal information
- partitioned data
- network traffic
- privacy preserving association rule mining
- machine learning
- data privacy
- private data
- network intrusion
- sensitive information
- scalar product