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Anonymization of Network Traces Data through Condensation-based Differential Privacy

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/11767831_12openalex-snapshot
Anonymization of IP Traffic Monitoring Data: Attacks on Two Prefix-Preserving Anonymization Schemes and Some Proposed Remedies
inferredcites →https://doi.org/10.1007/978-3-030-03405-4_11openalex-snapshot
Anonymization of System Logs for Preserving Privacy and Reducing Storage
inferredcites →https://doi.org/10.1007/978-3-540-24741-8_12openalex-snapshot
A Condensation Approach to Privacy Preserving Data Mining
inferredcites →https://doi.org/10.1007/978-3-642-02918-9_10openalex-snapshot
Browser Fingerprinting from Coarse Traffic Summaries: Techniques and Implications
inferredcites →https://doi.org/10.1007/978-3-642-04968-2_4openalex-snapshot
A Labeled Data Set for Flow-Based Intrusion Detection
inferredcites →https://doi.org/10.1007/s10618-005-0007-5openalex-snapshot
Ordinal, Continuous and Heterogeneous k-Anonymity Through Microaggregation
inferredcites →https://doi.org/10.1016/j.comnet.2004.03.033openalex-snapshot
Prefix-preserving IP address anonymization: measurement-based security evaluation and a new cryptography-based scheme
inferredcites →https://doi.org/10.1016/j.diin.2011.05.011openalex-snapshot
Privacy-preserving network flow recording
inferredcites →https://doi.org/10.1109/icnp.2003.1249751openalex-snapshot
Proceedings. 11th IEEE International Conference on Network Protocols
inferredcites →https://doi.org/10.1109/sp.2010.21openalex-snapshot
A Practical Attack to De-anonymize Social Network Users
inferredcites →https://doi.org/10.1142/s0218488502001648openalex-snapshot
k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY
inferredcites →https://doi.org/10.1145/1111322.1111330openalex-snapshot
The devil and packet trace anonymization
inferredcites →https://doi.org/10.1145/1217299.1217302openalex-snapshot
L -diversity
inferredcites →https://doi.org/10.1145/1519144.1519147openalex-snapshot
Deep packet anonymization
inferredcites →https://doi.org/10.1145/1672308.1672310openalex-snapshot
The role of network trace anonymization under attack
inferredcites →https://doi.org/10.1145/3319535openalex-snapshot
Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security
inferredcites →https://doi.org/10.1145/375663openalex-snapshot
Proceedings of the 2001 ACM SIGMOD international conference on Management of data
inferredcites →https://doi.org/10.1145/863955openalex-snapshot
Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications
inferredcites →https://doi.org/10.1201/9781420037241.ch17openalex-snapshot
Communications and Computer Networks
inferredcites →https://doi.org/10.14722/ndss.2020openalex-snapshot
Proceedings 2020 Network and Distributed System Security Symposium
inferredcites →https://doi.org/10.1515/piko.2008.0016openalex-snapshot
PktAnon – A Generic Framework for Profile-based Traffic Anonymization
inferredcites →https://doi.org/10.31274/rtd-180813-16536openalex-snapshot
Reference models for network trace anonymization

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-031-10542-5_26openalex-snapshot
Sensitive Information Detection Adopting Named Entity Recognition: A Proposed Methodology
inferred← citeshttps://doi.org/10.1007/s10586-024-04424-4openalex-snapshot
Advances in deep learning intrusion detection over encrypted data with privacy preservation: a systematic review
inferred← citeshttps://doi.org/10.1016/j.comnet.2025.111571openalex-snapshot
DiWi: A transformer-based Digital twin for Wireless mobility
inferred← citeshttps://doi.org/10.1016/j.procs.2024.09.176openalex-snapshot
Real-time anonymisation of DNS network traffic
inferred← citeshttps://doi.org/10.1108/ajim-08-2024-0653openalex-snapshot
Affective computing methods for multimodal embodied AI human–computer interaction
inferred← citeshttps://doi.org/10.1109/access.2022.3175219openalex-snapshot
Toward Privacy Preservation Using Clustering Based Anonymization: Recent Advances and Future Research Outlook
inferred← citeshttps://doi.org/10.1109/access.2023.3248261openalex-snapshot
A Quantitative Logarithmic Transformation-Based Intrusion Detection System
inferred← citeshttps://doi.org/10.1109/latincom67778.2025.11345388openalex-snapshot
A Generalized Anonymization Method For Prefix-Preserving Data Using Prefix Tree and Differential Privacy
inferred← citeshttps://doi.org/10.1109/tdsc.2024.3372777openalex-snapshot
PrivacyAsst: Safeguarding User Privacy in Tool-Using Large Language Model Agents
inferred← citeshttps://doi.org/10.1109/wf-iot62078.2024.10811444openalex-snapshot
IoTTraffic: Assessing Generative Models for Internet of Things Attack Data Flows
inferred← citeshttps://doi.org/10.1145/3617181openalex-snapshot
A Self-adaptive and Secure Approach to Share Network Trace Data
inferred← citeshttps://doi.org/10.5753/courb.2024.3377openalex-snapshot
Geração de Dados de Ataque em Internet das Coisas utilizando Redes Generativas Adversárias
inferred← citeshttps://doi.org/10.5753/sbseg.2025.11433openalex-snapshot
Anonimização de Incidentes de Segurança com Reidentificação Controlada
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