Showing 33 open source projects for "machine learning python"

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  • 1
    Malware Classifier

    Malware Classifier

    Perform quick, easy classification of binaries for malware analysis.

    Adobe Malware Classifier is a command-line tool that lets antivirus analysts, IT administrators, and security researchers quickly and easily determine if a binary file contains malware, so they can develop malware detection signatures faster, reducing the time in which users' systems are vulnerable. Malware Classifier uses machine learning algorithms to classify Win32 binaries – EXEs and DLLs – into three classes: 0 for “clean,” 1 for “malicious,” or “UNKNOWN.” The tool was developed using models resultant from running the J48, J48 Graft, PART, and Ridor machine-learning algorithms on a dataset of approximately 100,000 malicious programs and 16,000 clean programs. ...
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  • 2
    SuStorID is an advanced Intrusion Detection System (IDS) for web services, based on machine learning. Its name comes from the term “Su Stori”, which in Sardinian language means “The Falcon”. It’s version is experimental, but demonstrates a number of interesting features, that can be readily exploited to detect and act against web attacks. SuStorID can be coupled with modsecurity, the well known web application firewall, to gather training data and provide for real-time counteractions. ...
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  • 3
    Graphical OS fingerprinting
    GraphicalOSfp is a python application which aims to collect random data issued by remote systems in IP and TCP sequences. These data are then displayed in a 3D referencial to highlight an attractor of the random engine of the remote machine.
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  • 4
    A reverse HTTP shell to execute commands on remote machines behind firewalls. Once you run the script on the target machine, it periodically polls its designated server for commands to execute. Traffic traverses firewall as outgoing GET/POST requests.
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  • 5
    Python module importer to import from archives. Demonstrates importing modules from AES encrypted zip archives. Experimental status.
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  • 6
    PyIDS is an intrusion detection system whose aim is to provide concise information to administrators about some parts of the system i.e filesystem checksums, unknown connections to the machine, access control lists of special files, log revision...
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  • 7
    Develop PC based voting machine software for demonstration. Production quality software development project to follow successful demo.
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  • 8
    Banshell is a tool to scriptably execute commands on a remote machine. It was designed with the goal of increasing security by only allowing a specified set of commands to be executed.
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