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Data Mining, Machine Learning, Scientific Research Job by adith090

I am working on a security problem as part of university research, where I am trying to identify malicious images. I have a huge set of fuzzed/malformed images that were used as test images, and were categorized as Pass/Warning/Fail images based on the test results on various mobile platforms.

I need help in devising a feature extraction algorithm/methodology to identify features from the image metadata, which can be used with a software like Weka to run against various machine learning algorithms. This is so that I can identify future images which can cause crashes.

I have to mine for attributes from images (most likely from the metadata) that can be fed in to Weka to run various machine learning algorithms, in order to detect malicious images.

I had earlier used information like pixel information, histogram distribution etc using tools like ImageJ to help me classify images, however I am looking for a better way (with regards to the security) to identify and quantify features from the image/image-metadata.

Skills: Data Mining, Machine Learning, Scientific Research

See more: test algorithms, help algorithms, feature algorithm, algorithms test, algorithms help, weka, malicious, histogram, security research project, custom algorithm, learning platforms, weka algorithm, project algorithm, identify problem, project methodology, mobile weka, weka machine learning, mobile learning project, information security using images, image metadata, algorithm research, mine project, mobile learning, identify images, image feature extraction

About the Employer:
( 1 review ) Singapore, Singapore

Project ID: #2535036

Awarded to:

ouraborous

Hired by the Employer

$100 SGD in 10 days
(5 Reviews)
4.8