FBAN: A Fully Homomorphic Encryption Compatible Bottleneck Attention Network for Privacy-Preserving Behavioral Authentication

cs.CR

Submitted: 2026-10-06

Updated: 2026-10-06

Comments: 20 pages. This paper has been accepted at the 28th International Conference on Information and Communications Security (ICICS 2026)

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Sources

• THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption
• A Time Series is Worth 64 Words: Long-term Forecasting with Transformers
• Omni-Scale CNNs: a simple and effective kernel size configuration for time series classification
• TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis

Related papers

• SoK: AI-Augmented Binary Reversing
• Relaxed Sender Anonymity for CBDC Interbank Settlement: A Zero-Knowledge Approach on Permissioned EVM
• Calibration-Family Overfit: Why Trusted Sabotage Monitors Don't Transfer Across Lineages
• Efficient Fuzzy PSI under One-Sided Assumptions
• Sealing the Audit-Runtime Gap for LLM Skills
• Token Composition: A Graph Based on EVM Logs