Tag: Time

Cyber Attacks-Protecting your assets and people from cyber attacks

Cyber Attacks-Protecting your assets and people from cyber attacks

Everyday we hear of new cyber attacks on organizations and countries. The latest attacks were on IMF and 200,000 accounts of Citibank and now the website of the US Senate. If some of the most powerful and technologically advanced organizations could not survive targeted attacks, how effective is your organization in handling cyber security. Sony Playstation, Google Gmail, PBS website are other famous targets that have been victimized.

Before we play the blame game by pointing to China for sponsoring hacker attacks, or Russian spammers for creating Bot Nets or ex Silicon Valley /American technology experts rendered jobless by off-shoring, we need to both understand which companies are most vulnerable, which processes need to be fine tuned and what is the plan of action in case your cyber security is breached.

Which companies are most vulnerable?

If you have valuable data, confidential in nature , in electronic form AND connectivity to internet, you have an opening. Think of data as water, if you have a small leakage all the water can be leaked away. To add to complexity, the attackers are mostly unknown, and extremely difficult to catch, and can take a big chunk of your credibility and intellectual property in a very short time.

The best people in technology are not the ones attending meetings in nicely pressed suits– and your IT guy is rarely a match for the talent that is now available on freelance hire for cyber corporate espionage.

Any company or organization that has not undergone through one real time simulated cyber attack or IT audit that focuses on data security is very vulnerable.

Which organizational processes need to be fine tuned ?
Clearly employee access even at senior management needs to be ensured for both technological as well as social vulnerability. Does your reception take the name of senior management if cold called. Do your senior managers surf the internet and use a simple password on the same computer and laptop. Do you have disaster management and redundancy plans.
A wall is only as strong as its weakest brick and the same is true of organizational readiness for cyber attacks.

What is the plan of action in case your cyber security is breached?
Lean back, close your eyes and think your website has just been breached, someone has just stolen confidential emails from your corporate email server, and complete client as well as the most confidential data in your organization has been lost.

Do you have a plan for what to do next? Or are you waiting for an actual cyber event to occur to make that plan.

Contribution to #Rstats by Revolution

I have been watching for Revolution Analytics product almost since the inception of the company. It has managed to sail over storms, naysayers and critics with simple and effective strategy of launching good software, making good partnerships and keeping up media visibility with white papers, joint webinars, blogs, conferences and events.

However this is a listing of all technical contributions made by Revolution Analytics products to the #rstats project.

1) Useful Packages mostly in parallel processing or more efficient computing like

 

2) RevoScaler package to beat R’s memory problem (this is probably the best in my opinion as it is yet to be replicated by the open source version and is a clear cut reason for going in for the paid version)

http://www.revolutionanalytics.com/products/enterprise-big-data.php

  • Efficient XDF File Format designed to efficiently handle huge data sets.
  • Data Step Functionality to quickly clean, transform, explore, and visualize huge data sets.
  • Data selection functionality to store huge data sets out of memory, and select subsets of rows and columns for in-memory operation with all R functions.
  • Visualize Large Data sets with line plots and histograms.
  • Built-in Statistical Algorithms for direct analysis of huge data sets:
    • Summary Statistics
    • Linear Regression
    • Logistic Regression
    • Crosstabulation
  • On-the-fly data transformations to include derived variables in models without writing new data files.
  • Extend Existing Analyses by writing user- defined R functions to “chunk” through huge data sets.
  • Direct import of fixed-format text data files and SAS data sets into .xdf format

 

3) RevoDeploy R for  API based R solution – I somehow think this feature will get more important as time goes on but it seems a lower visibility offering right now.

http://www.revolutionanalytics.com/products/enterprise-deployment.php

  • Collection of Web services implemented as a RESTful API.
  • JavaScript and Java client libraries, allowing users to easily build custom Web applications on top of R.
  • .NET Client library — includes a COM interoperability to call R from VBA
  • Management Console for securely administrating servers, scripts and users through HTTP and HTTPS.
  • XML and JSON format for data exchange.
  • Built-in security model for authenticated or anonymous invocation of R Scripts.
  • Repository for storing R objects and R Script execution artifacts.

 

4) Revolutions IDE (or Productivity Environment) for a faster coding environment than command line. The GUI by Revolution Analytics is in the works. – Having used this- only the Code Snippets function is a clear differentiator from newer IDE and GUI. The code snippets is awesome though and even someone who doesnt know much R can get analysis set up quite fast and accurately.

http://www.revolutionanalytics.com/products/enterprise-productivity.php

  • Full-featured Visual Debugger for debugging R scripts, with call stack window and step-in, step-over, and step-out capability.
  • Enhanced Script Editor with hover-over help, word completion, find-across-files capability, automatic syntax checking, bookmarks, and navigation buttons.
  • Run Selection, Run to Line and Run to Cursor evaluation
  • R Code Snippets to automatically generate fill-in-the-blank sections of R code with tooltip help.
  • Object Browser showing available data and function objects (including those in packages), with context menus for plotting and editing data.
  • Solution Explorer for organizing, viewing, adding, removing, rearranging, and sourcing R scripts.
  • Customizable Workspace with dockable, floating, and tabbed tool windows.
  • Version Control Plug-in available for the open source Subversion version control software.

 

Marketing contributions from Revolution Analytics-

1) Sponsoring R sessions and user meets

2) Evangelizing R at conferences  and partnering with corporate partners including JasperSoft, Microsoft , IBM and others at http://www.revolutionanalytics.com/partners/

3) Helping with online initiatives like http://www.inside-r.org/ (which is curiously dormant and now largely superseded by R-Bloggers.com) and the syntax highlighting tool at http://www.inside-r.org/pretty-r. In addition Revolution has been proactive in reaching out to the community

4) Helping pioneer blogging about R and Twitter Hash tag discussions , and contributing to Stack Overflow discussions. Within a short while, #rstats online community has overtaken a lot more established names- partly due to decentralized nature of its working.

 

Did I miss something out? yes , they share their code by GPL.

 

Let me know by feedback

Google Product Launches

So dear G launched a whole new set of Products. Some thoughts-

1) Join up the Social Invite List here – it is called Google Plus. We hope it doesnt end up like Buzz http://www.google.com/buzz or Orkut https://groups.google.com/group/opensocial-api/?pli=1 or Plus One http://www.google.com/webmasters/+1/button/ or Wave (email killer) http://googlewave.blogspot.com/

When the biggest cloud computing company in the world announces a phased rollout to a product- we wonder if they are really sure on launching the product rollout or just were in a hurry again.

Machine learning wont work with social , chaps. Well not everything in social. And the Google Social Blog forgot to write about it http://googlesocialweb.blogspot.com/

Well anyways, even Google Finance’s automated announcements feed failed to pick many of their own  product launches (or it does in an automated manner depending on which time period you choose – yes still no social buttons up http://www.google.com/finance?q=google

BACK TO GOOGLE PLUS

https://services.google.com/fb/forms/googleplus/

Google+

Thanks for stopping by.We’re still ironing out a few kinks in Google+, so it’s not quite ready for everyone to climb aboard. But, if you want, we’ll let you know the minute the doors are open for real. Cool? Cool.

  • First Name *
  • Email *

Google+ Privacy Policy

2) Google Web Fonts- Great product, how and hey http://googlewebfonts.blogspot.com/ when do you plan to monetize uhm  web fonts. Not that would be awesome. Not even a single ad on those pages- not even for philanthropy. or poor poets. or even Google Book Authors who self publish . Sound of silence….

http://www.google.com/webfonts/v2

 

3) Google Analytics gets some groove back. I really want to see much better integration of Google Apps and Google Analytics and Google Desktop search. Ditto for the interface. Enterprise software uses different fonts than retail software, dude. More fries, http://analytics.blogspot.com/ ?

Feature 1- Custom Reports for metrics I can slice and dice on my own

Feature 2 Awesome analytics for In-Page Analytics (beta feature) Beta is boring if overused. Try Theta maybe?

Feature 3 Daily Automated Alerts for Unusual Server /Traffic Activity

Feature 4 event Tracking is cool esp for understanding social media impact

 

It is still too early for mobile (in terms of traffic) as well as tablet analytics (?)

4) Angry Birds is still the best feature in Chrome  (but there are lots others at http://chrome.blogspot.com/) and esp http://googlecode.blogspot.com/2011/06/working-with-chromes-file-browser.html

Try http://chrome.angrybirds.com/

There are ways to make software that are not evil. Very very disappointed at total lack of monetization of this chrome app. Not even a T Shirt for me to buy ad . sighs

Funny thing- the product manager forgot to take off Facebook like button or even add the +1 button or even the Tweet this button.

Quo Vadis ?

 

5) What do you love?

http://www.wdyl.com/#

Analytics 2011 Conference

From http://www.sas.com/events/analytics/us/

The Analytics 2011 Conference Series combines the power of SAS’s M2010 Data Mining Conference and F2010 Business Forecasting Conference into one conference covering the latest trends and techniques in the field of analytics. Analytics 2011 Conference Series brings the brightest minds in the field of analytics together with hundreds of analytics practitioners. Join us as these leading conferences change names and locations. At Analytics 2011, you’ll learn through a series of case studies, technical presentations and hands-on training. If you are in the field of analytics, this is one conference you can’t afford to miss.

Conference Details

October 24-25, 2011
Grande Lakes Resort
Orlando, FL

Analytics 2011 topic areas include:

Workflows and MyExperiment.org

Here is a great website for sharing workflows – it is called MyExperiment.org and it can also include Work flows from many software.

myExperiment currently has 4742 members, 270 groups, 1842 workflows, 423 files and 173 packs

Could it also include workflow from Red-R from #rstats or Enterprise Miner

Continue reading “Workflows and MyExperiment.org”

Machine Learning Contest

New Contest at http://www.ecmlpkdd2011.org/dcOverview.php

 

 

Discovery Challenge Overview

Organization | Overview | Task and Datasets | Timeline

 

General description: tasks and dataset

VideoLectures.net is a free and open access multimedia repository of video lectures, mainly of research and educational character. The lectures are given by distinguished scholars and scientists at the most important and prominent events like conferences, summer schools, workshops and science promotional events from many fields of Science. The portal is aimed at promoting science, exchanging ideas and fostering knowledge sharing by providing high quality didactic contents not only to the scientific community but also to the general public. All lectures, accompanying documents, information and links are systematically selected and classified through the editorial process taking into account also users’ comments.

The ECML-PKDD 2011 Discovery Challenge is organized in order to improve the website’s current recommender system. The challenge consists of two main tasks and a “side-by” contest. The provided data is for both of the tasks, and it is up to the contestants how it will be used for learning (building up) a recommender.

Due to the nature of the problem, each of the tasks has its own merit: task 1 simulates new-user and new- item recommendation (cold-start mode), task 2 simulates clickstream based recommendation (normal mode). Continue reading “Machine Learning Contest”