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(Update major parts of the page.. still some sections needs to be updated)
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==The OWASP Top 5 Machine Learning Risks==
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Instructions are in RED text and should be removed from your document by deleting the text with the span tags. This document is intended to serve as an example of what is required of an OWASP project wiki page. The text in red serves as instructions, while the text in black serves as an example. Text in black is expected to be replaced entirely with information specific to your OWASP project.
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The idea is to build the required resources which help software security community to understand the emerging technology of machine learning and how it is related to security, warn them about the risk associated with using ML, and discuss the defending techniques.
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==The OWASP Security Principles==
 
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This is where you need to add your more robust project description. A project description should outline the purpose of the project, and the value it provides to application security. Ideally, project descriptions should be written in such a way that there is no question what value the project provides to the software security community. This section will be seen and used in various places within the Projects Portal. Poorly written project descriptions therefore detract from a project’s visibility, and project leaders should ensure that the description is meaningful.
 
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The idea is to build PDF document which explain the top risks of Machine Learning technique and defending techniques.
 
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Inevitably applications are designed with security principles architects knew about, security folks included. However, as this project demonstrates there are far more than just a 'few' principles, most of which never make it into the design.
 
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For example, security design happens with perhaps a handful of principles:
 
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* Least Privilege
 
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* Perimeter Security
 
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* Defence in Depth
 
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However, we regularly see designs without '''separation of privilege'''!
 
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Think about that, most web applications today have all their eggs in a single basket. The business logic, the identities, passwords, products, policy enforcement, security rules are all found in the same application database that makes up the typical website! It is little wonder then, that attacks on the database have been so completely devastating, since there is no separation of privilege!
 
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The aim of this project, is to identify and describe a minimum functional set of principles that must be present in a secure design.
 
  
 
==Description==
 
==Description==
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This section must include a shorter description of what the project is, why the project was started, and what security issue is being helped by the project deliverable. This description will be used to promote the project so make sure the description represents your project in the best way possible.
 
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Help developers community to understand the emerging technology of machine learning and how it is related to security, and warn them about the risk associated with using ML.
 
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Machine Learning has recently re-emerged as a powerful tool in multiple business sectors, especially when it is used for Predictive Analytics at the scale of Big Data. This technique becomes vital when it is harnessed for the Security services and applications like Fraud Detection, Anomaly Detection, Behavioral Analysis, etc.
 
Machine Learning has recently re-emerged as a powerful tool in multiple business sectors, especially when it is used for Predictive Analytics at the scale of Big Data. This technique becomes vital when it is harnessed for the Security services and applications like Fraud Detection, Anomaly Detection, Behavioral Analysis, etc.
  
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Although these applications have huge success, there are security risks associated with the learning technique especially the security of the learning phase; which can still be vulnerable to threats originated by potential adversaries, and consequently it has considerable impact on their prediction results
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Although these applications have huge success, there are security risks associated with the learning technique especially the security of the learning phase; which can still be vulnerable to threats originated by potential adversaries, and consequently it has considerable impact on their prediction results  
  
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This project will list these risks and the defending techniques.
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This project will list these risks and the defending techniques
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'''Although this is a sample template, the project is real! [http://owasp.github.io/Security-Principles Please contribute to this project.]'''
 
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Over the course of my career, I have come across and collected a number of security ''aphorisms.'' These aphorisms constitute the fundamental principles of information security.
 
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None of the ideas or truths are mine, and unfortunately, I did not collect the citations. Initially, I would like to identify the correct citations for each aphorism.
 
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Additionally, many are re-statements of the same idea; thus, the 'collection of ideas' defines a fundamental principle. As such, I would also like to reverse engineer the principles from the aphorisms where appropriate, as well.
 
  
 
==Licensing==
 
==Licensing==
  
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The OWASP Top 5 Machine Learning Risks project is licensed under the http://creativecommons.org/licenses/by-sa/3.0/ Creative Commons Attribution-ShareAlike 3.0 license], so you can copy, distribute and transmit the work, and you can adapt it, and use it commercially, but all provided that you attribute the work and if you alter, transform, or build upon this work, you may distribute the resulting work only under the same or similar license to this one.
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A project must be licensed under a community friendly or open source license.  For more information on OWASP recommended licenses, please see [https://www.owasp.org/index.php/OWASP_Licenses OWASP Licenses]. While OWASP does not promote any particular license over another, the vast majority of projects have chosen a Creative Commons license variant for documentation projects, or a GNU General Public License variant for tools and code projects.
 
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Creative Commons Attribution ShareAlike 3.0 License
 
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'''The OWASP Security Principles are free to use. In fact it is encouraged!!!'''
 
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'' Additionally, I also encourage you to contribute back to the project. I have no monopoly on this knowledge; however, we all have pieces of this knowledge from our experience. Let's begin by putting our individual pieces together to make something great. Great things happen when people work together.''
 
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The OWASP Security Principles are licensed under the http://creativecommons.org/licenses/by-sa/3.0/ Creative Commons Attribution-ShareAlike 3.0 license], so you can copy, distribute and transmit the work, and you can adapt it, and use it commercially, but all provided that you attribute the work and if you alter, transform, or build upon this work, you may distribute the resulting work only under the same or similar license to this one.
 
  
 
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== What is OWASP Security Principles Project? ==
 
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Here you should add a short description of what your project actually does. What is the primary goal of your project, and why is it important?
 
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The end goal is to identify, cite, and document the fundamental principles of information security. Once this is well organised, I think it would be great to publish this through the [http://scriptogr.am/dennis-groves/post/owasp-press OWASP Press]. Of course, it will always remain freely available, and any money collected will go directly into the project to absorb costs with any remaining funds going to the OWASP Foundation.
 
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This document should serve as a guide to technical architects and designers outlining the fundamental principles of security.
 
  
 
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== Presentation ==
  
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TBD
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AppSec USA 2013 [https://github.com/OWASP/Security-Principles/tree/master/Presentations/AppSec%20NYC%202013]
 
  
 
== Project Leader ==
 
== Project Leader ==
  
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* Talal Albacha: I have long experience in the application security field and I have strong academic background in machine learning.
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* [[User:Talal Albacha]]
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A project leader is the individual who decides to lead the project throughout its lifecycle. The project leader is responsible for communicating the project’s progress to the OWASP Foundation, and he/she is ultimately responsible for the project’s deliverables. The project leader must provide OWASP with his/her real name and contact e-mail address for his/her project application to be accepted, as OWASP prides itself on the openness of its products, operations, and members.
 
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* Talal Albacha add your experience and email to the below leader profile.  Text from your request form:I have long experience in the application security field and I have strong academic background in machine learning.
 
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* SEE SAMPLE LEADER PROFILE: [https://www.owasp.org/index.php/User:Dennis_Groves Dennis Groves]
 
  
  
 
== Related Projects ==
 
== Related Projects ==
  
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*  
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== Openhub ==
 
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TBD
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* [https://github.com/OWASP/Security-Principles/zipball/master .zip file.]
 
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* [https://github.com/OWASP/Security-Principles/tarball/master .tgz file.]
 
  
 
== News and Events ==
 
== News and Events ==
  
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*  
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* [30 Sep 2013] News 1
 
  
 
== In Print ==
 
== In Print ==
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This project can be purchased as a print on demand book from Lulu.com
 
This project can be purchased as a print on demand book from Lulu.com
  
 
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Many projects have "Frequently Asked Questions" documents or pages. However, the point of such a document is not the questions. ''The point of a document like this are the '''answers'''''. The document contains the answers that people would otherwise find themselves giving over and over again. The idea is that rather than laboriously compose and post the same answers repeatedly, people can refer to this page with pre-prepared answers. Use this space to communicate your projects 'Frequent Answers.'
 
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The OWASP Security Principles project is developed by a worldwide team of volunteers. A live update of project  [https://github.com/OWASP/Security-Principles/graphs/contributors contributors is found here].  
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The success of OWASP is due to a community of enthusiasts and contributors that work to make our projects great. The first contributors to the project were:  
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The first contributors to the project were:
 
  
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* [https://www.owasp.org/index.php/User:Dennis_Groves Dennis Groves]
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* [[User:Talal Albacha]]
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* [https://github.com/sublimino Andrew Martin]
 
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* [https://github.com/Lambdanaut Josh Thomas]
 
 
* '''YOUR NAME BELONGS HERE'''
 
* '''YOUR NAME BELONGS HERE'''
  

Revision as of 00:12, 2 September 2017

OWASP Project Header.jpg

The OWASP Top 5 Machine Learning Risks

The idea is to build the required resources which help software security community to understand the emerging technology of machine learning and how it is related to security, warn them about the risk associated with using ML, and discuss the defending techniques.

Description

Machine Learning has recently re-emerged as a powerful tool in multiple business sectors, especially when it is used for Predictive Analytics at the scale of Big Data. This technique becomes vital when it is harnessed for the Security services and applications like Fraud Detection, Anomaly Detection, Behavioral Analysis, etc.

Although these applications have huge success, there are security risks associated with the learning technique especially the security of the learning phase; which can still be vulnerable to threats originated by potential adversaries, and consequently it has considerable impact on their prediction results

This project will list these risks and the defending techniques

Licensing

The OWASP Top 5 Machine Learning Risks project is licensed under the http://creativecommons.org/licenses/by-sa/3.0/ Creative Commons Attribution-ShareAlike 3.0 license], so you can copy, distribute and transmit the work, and you can adapt it, and use it commercially, but all provided that you attribute the work and if you alter, transform, or build upon this work, you may distribute the resulting work only under the same or similar license to this one.

.

Presentation

TBD

Project Leader

  • Talal Albacha: I have long experience in the application security field and I have strong academic background in machine learning.
  • User:Talal Albacha


Related Projects

Openhub

Quick Download

TBD

News and Events

In Print

This project can be purchased as a print on demand book from Lulu.com

Classifications

New projects.png Owasp-builders-small.png
Owasp-defenders-small.png
Cc-button-y-sa-small.png
Project Type Files DOC.jpg

How can I participate in your project?

All you have to do is make the Project Leader's aware of your available time to contribute to the project. It is also important to let the Leader's know how you would like to contribute and pitch in to help the project meet it's goals and milestones. There are many different ways you can contribute to an OWASP Project, but communication with the leads is key.

If I am not a programmer can I participate in your project?

Yes, you can certainly participate in the project if you are not a programmer or technical. The project needs different skills and expertise and different times during its development. Currently, we are looking for researchers, writers, graphic designers, and a project administrator.

Contributors

The success of OWASP is due to a community of enthusiasts and contributors that work to make our projects great. This is also true for the success of your project. Be sure to give credit where credit is due, no matter how small! This should be a brief list of the most amazing people involved in your project. Be sure to provide a link to a complete list of all the amazing people in your project's community as well.

The success of OWASP is due to a community of enthusiasts and contributors that work to make our projects great. The first contributors to the project were:

A project roadmap is the envisioned plan for the project. The purpose of the roadmap is to help others understand where the project is going. It gives the community a chance to understand the context and the vision for the goal of the project. Additionally, if a project becomes inactive, or if the project is abandoned, a roadmap can help ensure a project can be adopted and continued under new leadership.  

Roadmaps vary in detail from a broad outline to a fully detailed project charter. Generally speaking, projects with detailed roadmaps have tended to develop into successful projects. Some details that leaders may consider placing in the roadmap include: envisioned milestones, planned feature enhancements, essential conditions, project assumptions, development timelines, etc. You are required to have at least 4 milestones for every year the project is active.

We will have ANNUAL release of the up-to-date top 5 risks, organized as following:

  • Draft version
  • Community responses
  • Validate in AppSec conference
  • Release final list for the year.

As of October 2013, the priorities are:

  • Finish the referencing for each principle.
  • Update the Project Template.
  • Use the OWASP Press to develop a book.
  • Finish and publish the book on Lulu.

Involvement in the development and promotion of the OWASP Security Principles Project is actively encouraged! You do not have to be a security expert in order to contribute. Some of the ways you can help:

  • Helping find references to some of the principles.
  • Project administration support.
  • Wiki editing support.
  • Writing support for the book.

This page is where you need to place your legacy project template page if your project was created before October 2013. To edit this page you will need to edit your project information template. You can typically find this page by following this address and substituting your project name where it says "OWASP_Example_Project". When in doubt, ask the OWASP Projects Manager. Example template page: https://www.owasp.org/index.php/Projects/OWASP_Example_Project


PROJECT INFO
What does this OWASP project offer you? 		RELEASE(S) INFO
What releases are available for this project?
what is this project?
Name: N/A
Purpose: N/A
License: N/A
who is working on this project?
Project Leader(s): N/A
how can you learn more?
Project Pamphlet: Not Yet Created
Project Presentation:
Mailing list: N/A
Project Roadmap: Not Yet Created
Key Contacts
  • Contact the GPC to contribute to this project
  • Contact the GPC to review or sponsor this project
current release
pending
last reviewed release
pending


other releases


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