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Data protection in AI services: A survey
C Meurisch, M Mühlhäuser - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
Advances in artificial intelligence (AI) have shaped today's user services, enabling
enhanced personalization and better support. As such AI-based services inevitably require …
enhanced personalization and better support. As such AI-based services inevitably require …
On protecting the data privacy of large language models (llms): A survey
Large language models (LLMs) are complex artificial intelligence systems capable of
understanding, generating and translating human language. They learn language patterns …
understanding, generating and translating human language. They learn language patterns …
A group signature scheme with selective linkability and traceability for blockchain-based data sharing systems in e-health services
Recently, with the rapid improvement of e-health technology, a large amount of precious
medical data has been accumulated in different entities, such as hospitals, clinics, and …
medical data has been accumulated in different entities, such as hospitals, clinics, and …
AirGapAgent: Protecting privacy-conscious conversational agents
The growing use of large language model (LLM)-based conversational agents to manage
sensitive user data raises significant privacy concerns. While these agents excel at …
sensitive user data raises significant privacy concerns. While these agents excel at …
Operationalizing contextual integrity in privacy-conscious assistants
Advanced AI assistants combine frontier LLMs and tool access to autonomously perform
complex tasks on behalf of users. While the helpfulness of such assistants can increase …
complex tasks on behalf of users. While the helpfulness of such assistants can increase …
Exsense: Extract sensitive information from unstructured data
Y Guo, J Liu, W Tang, C Huang - Computers & Security, 2021 - Elsevier
Large-scale sensitive information leakage incidents are frequently reported in recent years.
Once sensitive information is leaked, it may lead to serious effects. In this context, sensitive …
Once sensitive information is leaked, it may lead to serious effects. In this context, sensitive …
Privacy-preserving AI services through data decentralization
C Meurisch, B Bayrak, M Mühlhäuser - Proceedings of The Web …, 2020 - dl.acm.org
User services increasingly base their actions on AI models, eg, to offer personalized and
proactive support. However, the underlying AI algorithms require a continuous stream of …
proactive support. However, the underlying AI algorithms require a continuous stream of …
Automating governing knowledge commons and contextual integrity (GKC-CI) privacy policy annotations with large language models
Identifying contextual integrity (CI) and governing knowledge commons (GKC) parameters in
privacy policy texts can facilitate normative privacy analysis. However, GKC-CI annotation …
privacy policy texts can facilitate normative privacy analysis. However, GKC-CI annotation …
On Data Leakage Prevention Maturity: Adapting the C2M2 Framework
J Domnik, A Holland - Journal of Cybersecurity and Privacy, 2024 - mdpi.com
In an evolving cybersecurity landscape marked by escalating data breaches and regulatory
demands, data leakage prevention (DLP) has emerged as one of several defense …
demands, data leakage prevention (DLP) has emerged as one of several defense …
Detection and prevention of data leakage in transit using LSTM recurrent neural network with encryption algorithm
MK Abiodun, AE Adeniyi, AO Victor… - … and Business for …, 2023 - ieeexplore.ieee.org
As the amount of data generated by organizations continues to multiply, there is a need to
ensure the security and transmission of these data at any stage that they may be at. Data …
ensure the security and transmission of these data at any stage that they may be at. Data …