spamassassin | Simple spam assassin using weka machine learning library | Machine Learning library

 by   rayandrews Java Version: Current License: MIT

kandi X-RAY | spamassassin Summary

kandi X-RAY | spamassassin Summary

spamassassin is a Java library typically used in Artificial Intelligence, Machine Learning applications. spamassassin has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

Simple spam assassin using weka machine learning library
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            kandi-support Support

              spamassassin has a low active ecosystem.
              It has 4 star(s) with 1 fork(s). There are 1 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              spamassassin has no issues reported. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of spamassassin is current.

            kandi-Quality Quality

              spamassassin has 0 bugs and 0 code smells.

            kandi-Security Security

              spamassassin has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              spamassassin code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              spamassassin is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              spamassassin releases are not available. You will need to build from source code and install.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.
              It has 449 lines of code, 28 functions and 6 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed spamassassin and discovered the below as its top functions. This is intended to give you an instant insight into spamassassin implemented functionality, and help decide if they suit your requirements.
            • Handle open action event
            • DefaultJ48
            • Read data
            • Default implementation of StringToWordVector
            • Open the dialog
            • Read data from a file
            • Train classifier
            • Starts the main scene
            • Set the host services
            • Get the result
            • Set the result
            • Set the number of seconds
            • Gets the text
            • Initializes the inputs
            • Get the number
            • Terminate action
            • Go to github
            • Get a SpamStatus by gender code
            • Sets the text of the button
            Get all kandi verified functions for this library.

            spamassassin Key Features

            No Key Features are available at this moment for spamassassin.

            spamassassin Examples and Code Snippets

            No Code Snippets are available at this moment for spamassassin.

            Community Discussions

            QUESTION

            Email DNS Setup: How do I make HELO publish an SPF record? SPF_HELO_NONE - SPF: HELO does not publish an SPF Record
            Asked 2022-Apr-10 at 22:48

            My environment: hMailServer 5.6.8 on Windows Server 2022 Standard

            Let's say I have two domains (I don't really own these domains, they're just examples), www.myblog.com and www.mailserver.com. They are both hosted on the same machine and have the same IP address 1.2.3.4.

            The blog site www.myblog.com uses www.mailserver.com to send emails. The site www.mailserver.com only serves as a mail server; it is not accessible from a browser. I have set it up so that when www.myblog.com sends an email to someone, the recipient's email server receives SENT: EHLO www.mailserver.com, but sees SENT: MAIL FROM: message, so the recipient sees that the email came from myblog.com.

            Everything is working fine so far. Recently I decided to check the "spam rating" of my setup at https://www.mail-tester.com. I sent an email to the spam tester using the setup described above, and I saw a warning under the SpamAssassin section that says

            SPF_HELO_NONE        SPF: HELO does not publish an SPF Record

            My question is, how do I get rid of this warning? Are the DNS records as they should be? See below for the DNS records for each domain.

            The DNS records for each domain are as follows (note the PTR record for 1.2.3.4):

            ...

            ANSWER

            Answered 2022-Apr-10 at 22:48

            I was able to get rid of the warning by adding an extra TXT record with the name "www" to the www.mailserver.com DNS:

            Source https://stackoverflow.com/questions/71786859

            QUESTION

            permission related issues dovecot postfix
            Asked 2022-Feb-06 at 20:55

            I have the following error message in the dovecot errors & warnings log after I've tried to rebuild my mail server.

            Prior to these errors, I updated my aging system to the latest, and lots of things broke. The configuration was confetti, so I attempted to rebuild the mail server. To get this error, I simply login to Roundcube mail. I'm able to login, however I cant see any emails.

            I'm seeing two issues in the error, just not sure how to fix it.

            ...

            ANSWER

            Answered 2022-Feb-06 at 19:50

            You state "This is not the correct directory, it should be /var/vmail/nostalgicmail.com/brad". Your (helpfully supplied) config contains,

            Source https://stackoverflow.com/questions/71010351

            QUESTION

            Not able to start redhat httpd service
            Asked 2021-Dec-08 at 19:31

            When I try to start the httpd service it is failing with the error :

            ...

            ANSWER

            Answered 2021-Dec-08 at 19:31

            try check your config, validate from command apachectl configtest

            Source https://stackoverflow.com/questions/70275043

            QUESTION

            Use Python to get table of frequency of hours from log file
            Asked 2021-Apr-17 at 21:31

            I have a log file that looks like this:

            ...

            ANSWER

            Answered 2021-Apr-17 at 21:31

            I could look for the position of the first colon in each line, then extract the 2 characters after that position. However, I fear that there could be other colons beforehand

            Instead of looking for the first colon, you can

            1. look for the ' - - '

            Source https://stackoverflow.com/questions/67142429

            QUESTION

            SpamAssassin flag 'RAND_MKTG_HEADER' is unclear in what it means
            Asked 2021-Mar-27 at 19:43

            I'm managing a bulk email service for the company I work at and a recent change to SpamAssassin has started flagging emails sent by our bulk-email solution with 'RAND_MKTG_HEADER'. I can't find much about this on the internet other than 'Has partially-randomized marketing/tracking header(s)'. The thing is, the software doesn't randomize any of the marketing headers for the campaigns sent with it, so I'm a bit confused as to the hows and whys and what I can do to fix this issue.

            Naturally campaigns IDs are randomized UIDs, that's the nature of indentifying things uniquely. If anyone has any insight as to what this particular flag entails and what I can do to fix the issue it would be GREATLY appreciated as it's starting to impact our legitimate customers with delivery issues.

            Thanks in advance!

            ...

            ANSWER

            Answered 2021-Mar-27 at 19:43

            It's likely caused by a custom X- header prefix, i.e. you have an X-something- prefix in your mailer software. If you happen to use Mailwizz, here is the solution: https://kb.mailwizz.com/articles/low-score-in-spamassassin-because-of-the-rand_mktg_header-rule/

            You can essentially fix the problem by changing the custom header prefix to a traditional X- prefix.

            Source https://stackoverflow.com/questions/66542159

            QUESTION

            Codec error while reading a file in python - 'charmap' codec can't decode byte 0x81 in position 3124: character maps to
            Asked 2021-Mar-05 at 14:11

            I am working on a Machine Learning Project which filters spam/phishing emails out of all emails. For this, I am using the SpamAssassin dataset. The dataset contains different mails in this format:

            For identifying phishing emails, first thing I have to do is finding out how many web-links the email has. For doing that, I have written the following code:

            ...

            ANSWER

            Answered 2021-Mar-05 at 14:06

            You have to open and read the file using the same encoding that was used to write the file. In this case, that might be a bit difficult, since you are dealing with e-mails and they can be in any encoding, dependent on the sender. In the example file you showed, the message is encoded using 'iso-8859-1' encoding.

            However, e-mails are a bit strange, since they consist of a header (which is in ASCII format as far as I know), followed by an empty line and the body. The body is encoded in the encoding that was specified in the header. So two different encodings could be used in the same file!

            If you're sure that all the e-mails use iso-8859-1 encoding and you're looking for a quick-and-dirty solution, then you could also just open the file using 'iso-8859-1' encoding, since e-mail headers are compatible with iso-8859-1. However, be prepared that you will have to deal with other e-mail formatting/encoding/escaping issues as well, or your script might not work completely as expected.

            I think the best solution would be to look for a Python module that can handle e-mails, so it will deal with all the decoding stuff and you don't have to worry about that. It will also solve other problems such as escape characters and line breaks.

            I don't have experience with this myself, but it seems that Python has built-in support for parsing e-mails using the e-mail package. I recommend to take a look at that.

            Source https://stackoverflow.com/questions/66493786

            QUESTION

            Python - Phishing dataset file not being detected even though it exists
            Asked 2021-Mar-04 at 09:32

            I am working on a Machine Learning Project which filters spam/phishing emails out of all emails. For this, I am using the SpamAssassin dataset. The dataset contains different mails in this format:

            Now my first task in identifying a phishing/spam email is to find out the no.of web links present in the email. For that, I have written the following code:

            ...

            ANSWER

            Answered 2021-Mar-04 at 05:01

            It is because you are not reading the file from that directory. os.listdir will only give you a list of file names not an absolute path

            You will have to do something like this to point to the base directory

            Source https://stackoverflow.com/questions/66468736

            QUESTION

            Ubuntu 20.04 Installation of Spamassassin fails on "chmod: cannot access '/var/lib/spamassassin/compiled'"
            Asked 2021-Jan-28 at 17:06

            for a while now I am trying to install Spamassassin properly as root user with 'apt install spamassassin spamc'. The installation fails when it runs sa-compile producing following output:

            ...

            ANSWER

            Answered 2021-Jan-15 at 09:01

            This seems like apt's problem (not SpamAssasin's). Please follow the general steps for solving this type of problems and let us know if they helped.

            Source https://stackoverflow.com/questions/65728142

            QUESTION

            Cannot match spamassassin custom regex rule
            Asked 2020-Dec-31 at 08:42

            I want to match this pattern in my spamassassin's filtering rules:

            ...

            ANSWER

            Answered 2020-Dec-31 at 08:42

            ok found it in official spamassassin's documentation

            Rawbody rules Rawbody rules allow you to search the body of the email without certain kinds of preprocessing that SA normally does before trying body rules. In particular HTML tags won't be stripped and line breaks will still be present. This allows you to create rules searching for HTML tags or HTML comments that are signs of spam or nonspam, or particular patterns of line-break.

            so the correct rule becomes

            Source https://stackoverflow.com/questions/65511503

            QUESTION

            Encounter encoding problem while copying an email from Thunderbird via Delphi using native messaging
            Asked 2020-Oct-28 at 16:11

            I'm writing a plugin in thunderbird using native messaging (following the ping pong example in python) to call a Delphi program to copy an e-mail locally as an ".eml" file. The problem I am facing seems to be the encoding. In addition, the resulting file contains double quotes ("") at the start and the end of the file as well as escaped double quotes (\"). I just want to have a 1 to 1 copy and not to change its content.

            Example of a mail content:

            ...

            ANSWER

            Answered 2020-Oct-28 at 16:11

            At first let me say that you did a good job in transferring data between web extension (Thunderbird add-on) and native application using native messaging. It isn't easy to understand it and set it up, but you managed to transfer required data with some tiny glitches you describe in your question.

            ... the resulting file contains double quotes (") at the start and the end of the file as well as escaped double quotes (\")

            In the add-on you obtain raw email data as a string - console.log(typeof raw) gives string which you then pass to port.postMessage. Although the documentation says it takes JSON object representing the message to send, but it seems to accept single string value which is valid JSON according to some standards. In Delphi code you receive the message via STDIN and parse it using TJSONObject.ParseJSONValue into TJSONValue. It will in fact create instance of TJSONString. You can verify that by examining the value of jsonValue.ClassName. The problem with quotes arises when you use jsonValue.ToString which returns quoted version of the string that is basically the same what you had before parsing. Use the Value property to return raw string value.

            Using jsonValue.Value alone will not help you with the encoding issue. The raw message data that you obtain from the e-mail client is in EML format. It conforms to RFC-822 and that means it is ASCII encoded, but it can contain arbitrarily encoded message parts (see your own sample EML). Since you only want to save EML file as is not taking any encoding into account, the best would be to transfer raw bytes of EML, but this isn't out-of-the-box supported by Javascript and native messaging API. Therefore I'd suggest you to send Base64-encoded data string to native application where you decode it into raw bytes that you can write straight to disk.

            To encode raw message data as Base64 string in add-on use function btoa:

            Source https://stackoverflow.com/questions/64558872

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install spamassassin

            These application is requirements for Laboratory of Graphics and Artificial Intelligence.
            Evaluate and predict the test data
            Open arff file (using Weka Library)
            GUI

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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            https://github.com/rayandrews/spamassassin.git

          • CLI

            gh repo clone rayandrews/spamassassin

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            git@github.com:rayandrews/spamassassin.git

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