“Protocol Informatics” is a project to design for automatically network protocol reverse engineering based on frame or packet analysis. "PI" is short for “Protocol Informatics”, which introduces local and global sequence alignment algorithms. The PI project is famous in network protocol reverse engineering based on network trace. I am not the au…

Secretstroll project of CS-523 Advanced Topics on Privacy Enhacing Technologies course at EPFL. Spring 2022

A pcap processor that analyzes a provided pcap trace and provides TCP level metrics such as throughput and latency

Training VAE and an Mixed-Loss VAE with normal network traffic, then implementing validation and test steps that fold in the attack traffic to ensure models' reconstruction error satisfactorily separates data at with accuracy. Leveraging Bayesian optimization to tune hyperparameters and testing one anomaly at a time hold out strategy with AUCs.

Convert from the network trace file by netsh to the pcap file.

Customed implementation of NetCLR: a WF attack based on SelfSL techniques integrated with NetAugment.

Using traceroute in python