IOTrust Chain

SUPPORT VECTOR MACHINES (SVM)

SVM algorithm is used to find a hyperplane in N-Dimensional space that distinctly classifies the data points.

Advantages:-
1. More productive in high-dimensional spaces
2. Works well when there is an understandable margin of dissociation between classes.
3. It is more effective in instances where the number of dimensions is larger than the number of specimens
Disadvantages:-
1. It is not acceptable for large datasets
2. Not work well on datasets with high noise
3. It doesn’t provide probability estimates directly, these are calculated using K-fold cross-validation.

IS YOUR DATA SAFE? DO YOU THINK COMPANIES ARE WORTH YOUR TRUST? DO YOU CHECK THE CREDIBILITY OF VENDORS BEFORE PROVIDING PERSONAL DETAILS? - Let's take a look.

Neopets, a virtual pets website, has suffered a data breach which includes its database containing the personal information of 69 million users along with the source code of the website, approximately 460mb in size(compressed).
Neopets is a popular website where members can own, raise, and play games with their virtual pets.
This all came into the limelight when a hacker named TarTarX began selling the source code and database of the Neopets website for 4 bitcoins.

This breach may appear new, but surprisingly Neopets has a history of unauthorized access to its systems, and still, the company does not seem to be serious about its security.
Neo is full of breaches and multiple people had (and maybe still have) access for years. The only difference is they use it privately (mostly for genning and selling offsite). And many such cases are not even disclosed publically, who knows how much information has been breached and your data, and credentials are being sold?

Let's Secure the Internet - IOTrust Chain .