TraceCodec: A Compiler-Backed Neural Codec for Network Traffic Traces

arXiv:2605.29941 · cs.NI, cs.LG · Submitted 2026-05-28 · Read on arXiv

cs.NI, cs.LG

Submitted: 2026-05-28

Updated: 2026-10-11

Terminology

• Trace — 3× in this paper · explained in 2 episodes
• Decode — 2× in this paper · explained in 2 episodes
• Fidelity — 2× in this paper · explained in 2 episodes

Related papers

• HiFiNet: Hierarchical Fault Identification in Wireless Sensor Networks via Edge-Based Classification and Graph Aggregation
• Embodied AI in 6G Networks: From Intelligent Connectivity to Physical Intelligence
• Lightweight GenAI for Network Traffic Generation: Fidelity, Augmentation, and Classification
• EdgePoW: Adaptive Ingress-Aware Defense with Non-Interactive PoW Against Volumetric SYN Floods
• Digital Twin for Pre-Deployment Validation of AI-Driven Safety-Critical Industrial Edge Control Loops
• SoK: Where Do Flow Labels Come From? Auditing Label Provenance in Encrypted Traffic Benchmarks