Self-Taught Learning to Deep Networks

we are going to detect/predict multi-stage attack based on intrusion alerts, the dataset used is DARPA 2000 (MIT Lincoln Laboratory, 2000).

This dataset consists of two simulated multistage attack scenarios, LLDDOS1.0 and LLDOS2.0 of Distributed Denial of Services (DDoS) network attack, in two different networks [the Demilitarized Zone (DMZ) and Inside Networks].

The LLODS1.0 scenario can be divided into five phases as follows.

Phase 1: The attacker scans the network to determine which hosts are “up”.

Phase 2: The attacker then uses the “ping” option of the sadmind exploit program to determine which of the hosts selected in Phase 1 are running the Sadmind service.

Phase 3: The attacker attempts the sadmind Remote-to-Root exploit several times in order to compromise the vulnerable machines.

Phase 4: The attacker uses telnet and rpc to install a DDoS program in the compromised machines.

Phase 5: The attacker telnets to the DDoS master machine and launches the mstream DDOS against the final victim of the attack.

The Required:

a deep learning method that can self-learn features that are necessary in the accurate detection and classification of multistage attack scenarios.

The dataset attached.

Compétences : Algorithme, Intelligence Artificielle, Apprentissage Automatique, Langage de programmation R, Recherche Scientifique

Voir plus : red alert devastator 3d model, can self managed learning enhance lifelong learning, self managed learning can enhance lifelong development, personal professional development self managed learning, benefits self managed learning, self managed learning can enhance life development, understand self managed learning can enhance life development, learning neural networks fraud detection, self taught solidworks, quants machine learning neural networks matlab, self taught vba, self taught video editor, self taught photoshop, freelance self taught animator, java self taught projects, become self taught programmer, model pictures, sketchup model plans, red alert flash game, red alert open source, blender model images, jquery alert box, red alert game, free model rig, human resources model

Concernant l'employeur :
( 0 commentaires ) Skudai, Malaysia

N° du projet : #14800273

10 freelance font une offre moyenne de RM682 pour ce travail


-----------------------------Professional MATLAB Developer! Best Result in Time!------------------------------- Relevant Skills and Experience Dear sir. I read your project description very carefully. I've really ric Plus

800 RM MYR en 3 jours
(41 Commentaires)

My profile is as follows:- 4 years of experience in data [url removed, login to view] science and analytics professional with excellent coding skills in R and Python .  - Proficient in R, Python, SQL,Matlab ; Hands on experience Plus

990 RM MYR en 8 jours
(26 Commentaires)

You can see my last project which are based on Algorithm Development Machine Learning and I can complete your project perfectly. Relevant Skills and Experience We have 10+ years experience in software development. We Plus

1000 RM MYR en 3 jours
(10 Commentaires)

I did network intrusion detection using KDD cup data. Based on my experience, I believe I can help you to solve those steps. Here is some of my works: [url removed, login to view] Best Relevant Skills and Experience m Plus

722 RM MYR en 3 jours
(9 Commentaires)
513 RM MYR en 3 jours
(3 Commentaires)

Hello, how are you? I hope you have a bright day/evening from your side. I have read the details provided, but please contact me so that we can discuss more on the project. Relevant Skills and Experience Algorithm, Ar Plus

486 RM MYR en 3 jours
(1 Commentaire)

I recommend Wireshark, one of the best open source network analizer, in order to check the packets coming from any interface connected to any PC switch or router. it will show any kind of weird proccess creates by the Plus

770 RM MYR en 2 jours
(0 Commentaires)
513 RM MYR en 3 jours
(0 Commentaires)

Dear sir. I have experience with Tensorflow. If you have dataset , I can do your project perfectly. Please contact me and let's discuss about your project in detail. Thanks. Relevant Skills and Experience Tensorflow,A Plus

513 RM MYR en 3 jours
(1 Commentaire)

We are expert in neural networks we have done design and coding in 1. MATLAB 2. LabVIEW 3 VHDL,Verilog 4. Micro controller coding 5. DSP,DIP [url removed, login to view] Relevant Skills and Experience We are expert in neural networks we ha Plus

513 RM MYR en 3 jours
(0 Commentaires)