Research topics

Sometimes, I do some scientific research in my life. If you have comments, ideas or want more details, contact me.

Research papers

Anomaly Detection for Mixed Packet Sequences (Published)

Cross-Layer Profiling of Encrypted Network Data for Anomaly Detection (Published)

EagerNet: Early Predictions of Neural Networks for Computationally Efficient Intrusion Detection (Pending)

Modeling Data with Observers (Pending)

SparseIDS: Learning Packet Sampling with Reinforcement Learning (Published)

Analysis of Lightweight Feature Vectors for Attack Detection in Network Traffic (Published)


Flow Observation Time Effect on Detection Accuracy

Ensemble per-Class Decision Trees

per Sample Feature Elimination