Đã Đóng

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.

Kỹ năng: Thuật toán, Artificial Intelligence, Machine Learning, Ngôn ngữ lập trình R, Nghiên cứu khoa học

Xem thêm: red alert devastator model, benefits self managed learning, self taught solidworks, 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, model look hot, free spaceship model, model rig examples

Về Bên Thuê:
( 0 nhận xét ) Skudai, Malaysia

Mã Dự Án: #14800273

11 freelancer đang chào giá trung bình RM667 cho công việc này

richardnguyen46

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

RM800 MYR trong 3 ngày
(41 Đánh Giá)
6.1
aki003iitr

My profile is as follows:- 4 years of experience in data science.Data science and analytics professional with excellent coding skills in R and Python .  - Proficient in R, Python, SQL,Matlab ; Hands on experience Thêm

RM990 MYR trong 8 ngày
(25 Đánh Giá)
5.5
weirong626

Hello, Dear freind I am expert in matlab, math, physics,... I have a lot of experiences in many fiedlds. I can help you well. Please contact me. thanks. Stay tuned, I'm still working on this proposal.

RM513 MYR trong 3 ngày
(21 Đánh Giá)
4.7
vorasiddh4it

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 Thêm

RM1000 MYR trong 3 ngày
(10 Đánh Giá)
4.4
leon0209

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: www.bacasekilas.blogspot.com Best Relevant Skills and Experience m Thêm

RM722 MYR trong 3 ngày
(9 Đánh Giá)
4.1
RM513 MYR trong 3 ngày
(3 Đánh Giá)
2.8
Valuesolutions

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 Thêm

RM486 MYR trong 3 ngày
(1 Đánh Giá)
2.9
juanccna

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 Thêm

RM770 MYR trong 2 ngày
(0 Đánh Giá)
0.0
RM513 MYR trong 3 ngày
(0 Đánh Giá)
0.0
masterlancer999

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 Thêm

RM513 MYR trong 3 ngày
(1 Đánh Giá)
2.2
henrikzilmer

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 6.WSN Relevant Skills and Experience We are expert in neural networks we ha Thêm

RM513 MYR trong 3 ngày
(0 Đánh Giá)
0.0