Author

Jing Chen

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Preprint Aug 2026

Structural Leakage in Graph Encryption: Attacks and Defenses

This report systematically presents attack methodologies, defense mechanisms, security proofs, and experimental evaluations on seven real-world datasets as well as introducing BlindGES, an enhanced scheme incorporating a Merge-and-Divide mechanism and two-level multimap index that reduces one-to-one mappings to below 2...

Hua Shen, Ren-Zhi Chen, Ge Wu et al. · 0 citations

Preprint Aug 2026

TGL-APT: Temporal Graph Learning with Graph Distillation for Efficient APT Investigation

TGL-APT effectively balances detection performance, computational efficiency, and investigation capability for provenance-based APT analysis, and is demonstrated to reduce training time, detection latency, and memory usage compared with KAIROS.

Jing Chen, Ayong Ye, Yuan-Huang Liu et al. · 0 citations