Attack Patterns Finding tools using python or R --

There is requirement of finding all possible footprints/keywords/features of attacks performed on web application and get stored in access log file.

The attacks are - SQL injection, XSS, CSRF, Brute Force, RFI, LFI

After this there is need to write an algorithm which will analyse log files based on these features to find mentioned attacks' entries and differentiate it from robot and normal entries.

Budget - 100 USD

Note - The features should be applicable to any apache http log file to find out the attacks. The features should not be based upon any one or two log files. You can use python or R programming for coding this algorithm. You can use available online payloads for each attack. Accuracy of finding attacks from an algorithm should be good. (5 to 6 log files will be provided to check the algorithm and accuracy). Remember that payloads are not similar to log file attacks' footprints.

Important Note - Online many scripts/tools are available. Please don't use these available tools.

Output should be - Attacks' Features/footprints, flowchart, algorithm steps, coding of algorithm, implementation of algorithm and checking by using given log files, accuracy of algorithm (based upon implementation on few log files)

Skills: Penetration Testing, Python, R Programming Language, Research, Web Security

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About the Employer:
( 1 review ) Nashik, India

Project ID: #18575419

7 freelancers are bidding on average $151 for this job


I have a good hands on working with Advanced R and Python and BI tools and technologies, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm , have also developed Dashboards and Web Applications using flask/ More

$250 USD in 3 days
(79 Reviews)

Hello, I'm a Python programmer specialized in web security. I can write script to analyze log file for XSS and SQL injection. Please provide the sample log file and I'll give my comments. Regards, tk2

$100 USD in 5 days
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