3 papers
cs.CR2026
HSMLog: Small Language Model-Assisted Hardware Security Module Log Anomaly Detection with Behavioral Analysis
Chia-Hsuan Wu, Dar-Hsin Dustin Wu, Rui Fang +3
Hardware Security Module (HSM) logs capture security-critical behavior, but anomalies emerge from relationships across event sequences, keys, object states, sessions, and temporal…
cs.CV2026
Amortized-Precision Quantization for Early-Exit Vision Transformers
Rui Fang, Hsi-Wen Chen, Ming-Syan Chen
Vision Transformers (ViTs) achieve strong performance across vision tasks, yet their deployment with low-precision early exiting remains fragile. Existing quantization methods assu…
cs.LG2025
KV Admission: Learning What to Write for Efficient Long-Context LLM Inference
Yen-Chieh Huang, Pi-Cheng Hsiu, Rui Fang +1
Long-context LLM inference is bottlenecked by the quadratic attention complexity and linear Key-Value (KV) cache growth. Prior approaches mitigate this via post-hoc selection or ev…