Towards Generating Benchmark Datasets for Worm Infection Studies

06/09/2020
by   Sara Asgari, et al.
0

Worm origin identification and propagation path reconstruction are among the most critical problems in digital forensics. Until now, several methods have been proposed for this purpose. However, there are no suitable datasets that contain both normal background traffic and worm traffic that researchers can use them to evaluate their methods. In this paper, we suggest a technique to generate such datasets using simulation. Then, we generate several datasets for Slammer, Code Red I, Code Red II and modified versions of these worms in different scenarios using this technique and make them publicly available.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
08/17/2021

Reconstruction of Worm Propagation Path Using a Trace-back Approach

Worm origin identification and propagation path reconstruction are essen...
research
06/08/2023

Scenic Routes over Points in 2D Space

Consider a 2D coordinate space with a set of red and a set of blue point...
research
03/31/2010

Development of an automated Red Light Violation Detection System (RLVDS) for Indian vehicles

Integrated Traffic Management Systems (ITMS) are now implemented in diff...
research
05/08/2023

Mechanical Evidence for the Phylogenetic Origin of the Red Panda's False Thumb as an Adaptation to Arboreal Locomotion

We constructed a modular, biomimetic red panda paw with which to experim...
research
08/09/2019

Distinguishing Individual Red Pandas from Their Faces

Individual identification is essential to animal behavior and ecology re...
research
12/13/2018

Discovering and Generating Hard Examples for Training a Red Tide Detector

Currently, accurate detection of natural phenomena, such as red tide, th...
research
07/18/2020

Languages for modeling the RED active queue management algorithms: Modelica vs. Julia

This work is devoted to the study of the capabilities of the Modelica an...

Please sign up or login with your details

Forgot password? Click here to reset