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25-Dec-2014 08:27

As unimaginable and unexpected as it may seem, inside of it you will find: sexy girls, lions, a brass band, waiters, crazy fireworks and much more…

it is about time someone tells us about it and that is exactly what the latest Perrier commercial has set out to do.

The fitness functions represent the criteria the spammer is trying to optimize i.e.

to get past the filters with minimal distortions to the spam text.

In the end (when you decide to stop the evolution), you will end up with bots that are far more complex than just the basic genome functions defined.

The transformations to the original text might be beyond what you could have thought of testing against.

Perrier has chosen to collaborate with us on carrying on this tradition, of which I am very proud.” The show is entertaining and cheerful.

Mr Baptiste Clinet, Creative Director at Ogilvy & Mather Paris, commented, “Perrier commercials are known for their pleasurable, dynamic and crazy touch.So you will label and retrain your classifier to catch this new trick.To get out of this vicious reactive cycle, you need to test your model proactively against the possible techniques a spammer could come up with to get away.This is where comes in YODA (acronym for Overly Determined Abuser), a genetic programming based model of a spammer I built (yes we have 20% time as well) to break our spam detection models.As any other genetic algorithm framework, it needs implementations of fitness functions and genome functions.

Mr Baptiste Clinet, Creative Director at Ogilvy & Mather Paris, commented, “Perrier commercials are known for their pleasurable, dynamic and crazy touch.

So you will label and retrain your classifier to catch this new trick.

To get out of this vicious reactive cycle, you need to test your model proactively against the possible techniques a spammer could come up with to get away.

This is where comes in YODA (acronym for Overly Determined Abuser), a genetic programming based model of a spammer I built (yes we have 20% time as well) to break our spam detection models.

As any other genetic algorithm framework, it needs implementations of fitness functions and genome functions.

The idea is to model characteristics of a spammer (variables that a spammer can manipulate) as genome functions.