Privacy in Large Language Models: Attacks, Defenses and Future Directions.
Haoran LiYulin ChenJinglong LuoYan KangXiaojin ZhangQi HuChunkit ChanYangqiu SongPublished in: CoRR (2023)
Keyphrases
- future directions
- language model
- security risks
- denial of service attacks
- data publishing
- language modeling
- network security
- security mechanisms
- lessons learned
- document retrieval
- speech recognition
- n gram
- probabilistic model
- security issues
- privacy preserving
- security threats
- dos attacks
- language modelling
- current challenges
- information retrieval
- language models for information retrieval
- query expansion
- retrieval model
- smoothing methods
- current status
- test collection
- statistical language models
- ad hoc information retrieval
- vector space model
- context sensitive
- query terms
- intrusion detection system
- term dependencies
- current trends
- document ranking
- translation model
- relevance model
- question answering
- real world
- search engine
- information security
- pseudo relevance feedback