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Anti-spam techniques

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534:– Several SMTP commands are allowed to be placed in one network packet and "pipelined". For example, if an email is sent with a CC: header, several SMTP "RCPT TO" commands might be placed in a single packet instead of one packet per "RCPT TO" command. The SMTP protocol, however, requires that errors be checked and everything is synchronized at certain points. Many spammers will send everything in a single packet since they do not care about errors and it is more efficient. Some MTAs will detect this invalid pipelining and reject email sent this way. 43: 858:
facility. Depending on the server and internet speed, a tarpit can slow an attack by a factor of around 500. Many systems will simply disconnect if the server doesn't respond quickly, which will eliminate the spam. However, a few legitimate email systems will also not deal correctly with these delays. The fundamental idea is to slow the attack so that the perpetrator has to waste time without any significant success.
585:, Policyd-weight and others use some or all of the various tests for spam, and assign a numerical score to each test. Each message is scanned for these patterns, and the applicable scores tallied up. If the total is above a fixed value, the message is rejected or flagged as spam. By ensuring that no single spam test by itself can flag a message as spam, the false positive rate can be greatly reduced. 966:'s ezmlm) support "confirmed opt-in" by default. Whenever an email address is presented for subscription to the list, the software will send a confirmation message to that address. The confirmation message contains no advertising content, so it is not construed to be spam itself, and the address is not added to the live mail list unless the recipient responds to the confirmation message. 555:– An SMTP connection should always be closed with a QUIT command. Many spammers skip this step because their spam has already been sent and taking the time to properly close the connection takes time and bandwidth. Some MTAs are capable of detecting whether or not the connection is closed correctly and use this as a measure of how trustworthy the other system is. 1101:
an email address. The SMTP server must check if the email address in the FROM field of an outgoing message is the same address that belongs to the user's credentials, supplied for SMTP authentication. If the FROM field is forged, an SMTP error will be returned to the email client (e.g. "You do not own the email address you are trying to send from").
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Both malicious software and human spam senders often use forged FROM addresses when sending spam messages. Control may be enforced on SMTP servers to ensure senders can only use their correct email address in the FROM field of outgoing messages. In an email users database each user has a record with
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protocol allows for temporary rejection of incoming messages. Greylisting temporarily rejects all messages from unknown senders or mail servers – using the standard 4xx error codes. All compliant MTAs will proceed to retry delivery later, but many spammers and spambots will not. The downside is that
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We do not tolerate the transmission of spam. We monitor all traffic to and from our web servers for indications of spamming and maintain a spam abuse complaint center to register allegations of spam abuse. Customers suspected to be using our products and services for the purpose of sending spam are
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There are now a large number of applications, appliances, services, and software systems that email administrators can use to reduce the load of spam on their systems and mailboxes. In general these attempt to reject (or "block"), the majority of spam email outright at the SMTP connection stage. If
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Systems that use "ham passwords" ask unrecognised senders to include in their email a password that demonstrates that the email message is a "ham" (not spam) message. Typically the email address and ham password would be described on a web page, and the ham password would be included in the subject
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email address — an address which the user can disable or abandon which forwards email to a real account. A number of services provide disposable address forwarding. Addresses can be manually disabled, can expire after a given time interval, or can expire after a certain number of messages have been
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to prevent it from being automatically collected in this way, but still allow a human reader to reconstruct the original: an email address such as, "no-one@example.com", might be written as "no-one at example dot com", for instance. A related technique is to display all or part of the email address
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A common piece of advice is to not to reply to spam messages as spammers may simply regard responses as confirmation that an email address is valid. Similarly, many spam messages contain web links or addresses which the user is directed to follow to be removed from the spammer's mailing list – and
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An organization can successfully deploy a tarpit if it is able to define the range of addresses, protocols, and ports for deception. The process involves a router passing the supported traffic to the appropriate server while those sent by other contacts are sent to the tarpit. Examples of tarpits
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To check the domain names in the rDNS to see if they are likely from dial-up users, dynamically assigned addresses, or home-based broadband customers. Since the vast majority of email that originates from these computers is spam, many mail servers also refuse email with missing or "generic" rDNS
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which collects the checksums of messages that email recipients consider to be spam (some people have a button on their email client which they can click to nominate a message as being spam); if the checksum is in the database, the message is likely to be spam. To avoid being detected in this way,
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As an example, if the email address "spamtrap@example.org" is placed in the source HTML of a web site in a way that it isn't displayed on the web page, human visitors to the website would not see it. Spammers, on the other hand, use web page scrapers and bots to harvest email addresses from HTML
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Businesses and individuals sometimes avoid publicising an email address by asking for contact to come via a "contact form" on a webpage – which then typically forwards the information via email. Such forms, however, are sometimes inconvenient to users, as they are not able to use their preferred
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Artificial intelligence techniques can be deployed for filtering spam emails, such as artificial neural networks algorithms and Bayesian filters. These methods use probabilistic methods to train the networks, such as examination of the concentration or frequency of words seen in the spam versus
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as his sender's address. If the receiving MTA tries to make the callback using the trap address in a MAIL FROM command, the receiving MTA's IP address will be blacklisted; (3) Finally, the standard VRFY and EXPN commands used to verify an address have been so exploited by spammers that few mail
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Another approach is simply creating an imitation MTA that gives the appearance of being an open mail relay, or an imitation TCP/IP proxy server that gives the appearance of being an open proxy. Spammers who probe systems for open relays and proxies will find such a host and attempt to send mail
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Some email servers expect to never communicate with particular countries from which they receive a great deal of spam. Therefore, they use country-based filtering – a technique that blocks email from certain countries. This technique is based on country of origin determined by the sender's IP
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Since a large percentage of spam has forged and invalid sender ("from") addresses, some spam can be detected by checking that this "from" address is valid. A mail server can try to verify the sender address by making an SMTP connection back to the mail exchanger for the address, as if it were
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A Forward Confirmed reverse DNS verification can create a form of authentication that there is a valid relationship between the owner of a domain name and the owner of the network that has been given an IP address. While reliant on the DNS infrastructure, which has known vulnerabilities, this
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technique is simply the adding of an MX record pointing to a non-existent server as the "primary" (i.e. that with the lowest preference value) – which means that an initial mail contact will always fail. Many spam sources do not retry on failure, so the spammer will move on to the next victim;
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is any server software which intentionally responds extremely slowly to client commands. By running a tarpit which treats acceptable mail normally and known spam slowly or which appears to be an open mail relay, a site can slow down the rate at which spammers can inject messages into the mail
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Sharing an email address only among a limited group of correspondents is one way to limit the chance that the address will be "harvested" and targeted by spam. Similarly, when forwarding messages to a number of recipients who don't know one another, recipient addresses can be put in the
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Email senders typically now do the same type of anti-spam checks on email coming from their users and customers as for inward email coming from the rest of the Internet. This protects their reputation, which could otherwise be harmed in the case of infection by spam-sending malware.
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says that an SMTP server "MAY verify that the domain name argument in the EHLO command actually corresponds to the IP address of the client. However, if the verification fails, the server MUST NOT refuse to accept a message on that basis." Systems can, however, be configured to
483:– A sending server is required to wait until it has received the SMTP greeting banner before it sends any data. A deliberate pause can be introduced by receiving servers to allow them to detect and deny any spam-sending applications that do not wait to receive this banner. 204:
In some cases contact forms also send the message to the email address given by the user. This allows the contact form to be used for sending spam, which may incur email deliverability problems from the site once the spam is reported and the sending IP is blacklisted.
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Anti-spam techniques can be broken into four broad categories: those that require actions by individuals, those that can be automated by email administrators, those that can be automated by email senders and those employed by researchers and law enforcement officials.
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needs, and as long as users consistently mark/tag the emails, can respond quickly to changes in spam content. Statistical filters typically also look at message headers, considering not just the content but also peculiarities of the transport mechanism of the email.
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There are a variety of techniques that email senders use to try to make sure that they do not send spam. Failure to control the amount of spam sent, as judged by email receivers, can often cause even legitimate email to be blocked and for the sender to be put on
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Since spamming is facilitated by the fact that large volumes of email are very inexpensive to send, one proposed set of solutions would require that senders pay some cost in order to send email, making it prohibitively expensive for spammers. Anti-spam activist
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which allow a mail server to quickly look up the IP of an incoming mail connection - and reject it if it is listed there. Administrators can choose from scores of DNSBLs, each of which reflects different policies: some list sites known to emit spam; others list
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A method which may be used by internet service providers, by specialized services or enterprises to combat spam is to require unknown senders to pass various tests before their messages are delivered. These strategies are termed "challenge/response systems".
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through it, wasting their time and resources, and potentially, revealing information about themselves and the origin of the spam they are sending to the entity that operates the honeypot. Such a system may simply discard the spam attempts, submit them to
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and Network Abuse Clearinghouse to assist, they are not always accurate. Historically, reporting spam in this way has not played a large part in abating spam, since the spammers simply move their operation to another URL, ISP or network of IP addresses.
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Since spammer's accounts are frequently disabled due to violations of abuse policies, they are constantly trying to create new accounts. Due to the damage done to an ISP's reputation when it is the source of spam, many ISPs and web email providers use
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Tracking down a spammer's ISP and reporting the offense can lead to the spammer's service being terminated and criminal prosecution. Unfortunately, it can be difficult to track down the spammer, and while there are some online tools such as
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or attacks upon security vulnerabilities in the HTML renderer. Mail clients which do not automatically download and display HTML, images or attachments have fewer risks, as do clients who have been configured to not display these by default.
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Outbound spam protection involves scanning email traffic as it exits a network, identifying spam messages and then taking an action such as blocking the message or shutting off the source of the traffic. While the primary impact of
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disallowed in mail messages. Thus, if a site receives spam advertising "herbal Viagra", the administrator might place this phrase in the filter configuration. The mail server would then reject any message containing the phrase.
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Outbound spam protection not only stops spam, but also lets system administrators track down spam sources on their network and remediate them – for example, clearing malware from machines which have become infected with a
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or send email. This practice is somewhat controversial when ISPs block home users, especially if the ISPs do not allow the blocking to be turned off upon request. Email can still be sent from these computers to designated
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A number of systems have been developed that allow domain name owners to identify email as authorized. Many of these systems use the DNS to list sites authorized to send email on their behalf. After many other proposals,
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Most spam/phishing messages contain an URL that they entice victims into clicking on. Thus, a popular technique since the early 2000s consists of extracting URLs from messages and looking them up in databases such as
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exploits the fact that the messages are sent in bulk, that is that they will be identical with small variations. Checksum-based filters strip out everything that might vary between messages, reduce what remains to a
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these should be treated as dangerous. In any case, sender addresses are often forged in spam messages, so that responding to spam may result in failed deliveries – or may reach completely innocent third parties.
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email client, risk entering a faulty reply address, and are typically not notified about delivery problems. Further, contact forms have the drawback that they require a website with the appropriate technology.
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on new accounts to verify that it is a real human registering the account, and not an automated spamming system. They can also verify that credit cards are not stolen before accepting new customers, check
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Avoiding or disabling this feature does not help avoid spam. It may, however, be useful to avoid some problems if a user opens a spam message: offensive images, obfuscated hyperlinks, being tracked by
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back to the supposed sender. However, if (as is often the case with spam), the sender information on the incoming email was forged to be that of an unrelated third party then this bounce message is
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Spamtrapping is the seeding of an email address so that spammers can find it, but normal users can not. If the email address is used then the sender must be a spammer and they are black listed.
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fields in the header in order to hide their identity, or to try to make the email look more legitimate than it is, many of these spoofing methods can be detected, and any violation of, e.g.,
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can be used to intercept all port 25 (SMTP) traffic and direct it to a mail server that enforces rate limiting and egress spam filtering. This is commonly done in hotels, but it can cause
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An email user may sometimes need to give an address to a site without complete assurance that the site owner will not use it for sending spam. One way to mitigate the risk is to provide a
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can have a significant impact on spamming activity. Where legislation provides specific text that bulk emailers must include, this also makes "legitimate" bulk email easier to identify.
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source code - so they would find this address. When the spammer later sends to the address the spamtrap knows this is highly likely to be a spammer and can take appropriate action.
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Many spammers use poorly written software or are unable to comply with the standards because they do not have legitimate control of the computer they are using to send spam (
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is on spam recipients, sending networks also experience financial costs, such as wasted bandwidth, and the risk of having their IP addresses blocked by receiving networks.
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There are a number of techniques that individuals can use to restrict the availability of their email addresses, with the goal of reducing their chance of receiving spam.
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SMTP proxies allow combating spam in real time, combining sender's behavior controls, providing legitimate users immediate feedback, eliminating a need for quarantine.
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Header filtering looks at the header of the email which contains information about the origin, destination and content of the message. Although spammers will often
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will accept, a mail administrator can reduce spam significantly - but this also runs the risk of rejecting mail from older or poorly written or configured servers.
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If a receiving server initially fully accepts an email, and only later determines that the message is spam or to a non-existent recipient, it will generate a
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If a recipient periodically checks his spam folder, that will cost him time and if there is a lot of spam it is easy to overlook the few legitimate messages.
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Increasingly, anti-spam efforts have led to co-ordination between law enforcement, researchers, major consumer financial service companies and
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Channel email is a new proposal for sending email that attempts to distribute anti-spam activities by forcing verification (probably using
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they do accept a message, they will typically then analyze the content further – and may decide to "quarantine" any categorised as spam.
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Some email mail transfer agents will perform FCrDNS verification on the domain name given in the SMTP HELO and EHLO commands. See
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fully investigated. If we determine there is a problem with spam, we will take the appropriate action to resolve the situation.
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Statistical, or Bayesian, filtering once set up requires no administrative maintenance per se: instead, users mark messages as
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legitimate email servers should retry the next higher numbered MX, and normal email will be delivered with only a brief delay.
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In many countries consumers may also report unwanted and deceptive commercial email to the authorities, e.g. in the US to the
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are all now widely supported with growing adoption. While not directly attacking spam, these systems make it much harder to
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forwarded. Disposable email addresses can be used by users to track whether a site owner has disclosed an address, or had a
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Measures that imposes costs on a third party server may be considered to be abuse and result in deliverability problems.
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administrators enable them, leaving the receiving SMTP server no effective way to validate the sender's email address.
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Historical Development of Spam Fighting in Relation to Threat of Computer-Aware Criminals, and Public Safety
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When a mail server rejects legitimate messages, the sender needs to contact the recipient out of channel.
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From 2000 onwards, many countries enacted specific legislation to criminalize spamming, and appropriate
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Refuse connections from hosts that give an invalid HELO – for example, a HELO that is not an
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line of an email message (or appended to the "username" part of the email address using the "
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by a given piece of spam can often be followed up with domain registrars with good results.
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When legitimate messages are relegated to a spam folder, the sender is not notified of this.
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into the middle of each of their messages, to make each message have a unique checksum.
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The PTR DNS records in the reverse DNS can be used for a number of things, including:
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all legitimate messages from first-time senders will experience a delay in delivery.
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and the filtering software learns from these judgements. Thus, it is matched to the
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Callback verification has various drawbacks: (1) Since nearly all spam has forged
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AOL's postmaster page describing the Anti-Spam Technical Alliance (ASTA) Proposal
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attempts to make spamming less profitable by bringing lawsuits against spammers.
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traffic (TCP port 25) from machines on the network that are not supposed to run
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so back-scatter does not occur) when the first email is sent for new contacts.
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Leonard, Clifton; Svidergol, Brian; Wright, Byron; Meloski, Vladimir (2016).
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Measures to protect against spam can cause collateral damage. This includes:
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E-Mail Spamming countermeasures: Detection and prevention of E-Mail spamming
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Content filtering techniques rely on the specification of lists of words or
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as an image, or as jumbled text with the order of characters restored using
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The measures may consume resources, both in the server and on the network.
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Refusing to accept email whose HELO/EHLO argument does not resolve in DNS
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Machines that suddenly start sending lots of email may well have become
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via port 25 and to other smart hosts via the email submission port 587.
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include the Labrea tarpit, Honeyd, SMTP tarpits, and IP-level tarpits.
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There are large number of free and commercial DNS-based Blacklists, or
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Canada's anti-spam legislation (CASL) is in place to protect Canadians
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Refusing connections from hosts that give an obviously fraudulent HELO
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No technique is a complete solution to the spam problem, and each has
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A malicious person can easily attempt to subscribe another user to a
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Mail DDoS Attacks through Mail Non Delivery Messages and Backscatter
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Several approaches have been proposed to improve the email system.
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spammers will sometimes insert unique invisible gibberish known as
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Intelligent Data Engineering and Automated Learning – IDEAL 2004
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Introduction to Information Security: A Strategic-Based Approach
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Spam is the subject of several research conferences, including:
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Software programs that implement statistical filtering include
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creating a bounce, but stopping just before any email is sent.
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Virtual Honeypots: From Botnet Tracking to Intrusion Detection
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server will report the problem to the real sender cleanly.
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Countering Spam by Using Ham Passwords (Email Passwords)
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Email Address Harvesting: How Spammers Reap What You Sow
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authentication is strong enough that it can be used for
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activities and gathering evidence for criminal cases.
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cannot usually bypass this verification when they use
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or is an IP address not surrounded by square brackets.
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Computer Incident Advisory Committee's suggestions:
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or proxies; others list ISPs known to support spam.
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Coalition Against Unsolicited Bulk Email, Australia
1649:. Hoboken, NJ: John Wiley & Sons. p. 630. 1386:"Canada's Law on Spam and Other Electronic Threats" 174:. Address munging is the practice of disguising an 1895: 1877:Man quits job, makes living suing e-mail spammers 1846:"Results: 54,357 site shutdowns (67,095 pending)" 1727:Honeypots: A New Paradigm to Information Security 1311:Customers: TD Ameritrade failed to warn of breach 1195: 2405: 1803:"Two companies fined for breaching the Spam Act" 1462:2017-06-26 at Wikiwix. Tech Crunch. Jan 30, 2012 1347:This depends on provider's policy; for example: 1104: 776: 111:between incorrectly rejecting legitimate email ( 1084:By monitoring spam reports from places such as 302:(FTC), or similar agencies in other countries. 1699: 1383:The latter depends on local law; for example: 1050:problems, as well making it impossible to use 115:) as opposed to not rejecting all spam email ( 2044: 1073: 717: 409:address rather than any trait of the sender. 361: 306:Automated techniques for email administrators 242: 2025:An article about spam in Scientific American 1751:"Shutting Down the Highway to Internet Hell" 1724: 1700:Shimeall, Timothy; Spring, Jonathan (2013). 1670:Provos, Niels; Holz, Thorsten (2007-07-16). 1497: 1058:if the port 587 submission port isn't used. 932:ROKSO list, and do other background checks. 918:Background checks on new users and customers 588: 376: 186: 2051: 2037: 1729:. Boca Raton, FL: CRC Press. p. 252. 1669: 984: 403: 1771:Why can't I send mail from my hotel room? 613: 1647:Mastering Microsoft Exchange Server 2016 1558:"4.XXX.XXX Persistent Transient Failure" 969: 493:technique is built on the fact that the 208: 1472:Kerner, Sean Michael (2 January 2018). 1457:DMARC Promises A World Of Less Phishing 1216: 1150:in monitoring and tracking email spam, 1038: 679: 412: 54:instructions, advice, or how-to content 14: 2406: 1725:Joshi, R. C.; Sardana, Anjali (2011). 1471: 1396:from the original on 10 September 2014 1351:"Universal Terms of Service Agreement" 1249:Digital Security Guide | Safeonline.ng 905:Automated techniques for email senders 358:, and other types of fraud via email. 223:functionality, such as the display of 219:Many modern mail programs incorporate 126: 2032: 1704:. Waltham, MA: Syngress. p. 74. 1695: 1693: 1176: 1095: 1815:from the original on March 16, 2012. 1539:from the original on 8 December 2015 865: 645:#Strict enforcement of RFC standards 36: 1446:, NZ Department of Internal Affairs 1204: 1010: 577: 459:Strict enforcement of RFC standards 63:so that it is more encyclopedic or 24: 2238:Distributed Checksum Clearinghouse 1965:CAUBE.AU – Fight Spam in Australia 1955:Anti spam info & resource page 1869: 1826:Alleged Spam King Soloway Arrested 1790:Rate Limiting as an Anti-Spam Tool 1690: 1322: 1169:New solutions and ongoing research 936:Confirmed opt-in for mailing lists 391:Distributed Checksum Clearinghouse 147: 25: 2430: 2223:Challenge–response spam filtering 2060:Unsolicited digital communication 1933: 1875:Paul Elias, (December 26, 2010). 1498:Stilgherrian (18 December 2018). 1328:David A. Wheeler, (May 11, 2011) 1292:"Information Technology: Threats" 1131:Email spam legislation by country 1124: 368:Challenge-response spam filtering 314: 278: 1858:from the original on 17 May 2008 1634:from the original on 2015-09-08. 1590:from the original on 2007-01-06. 1361:from the original on 4 July 2014 1061: 435: 265: 195: 41: 1889: 1838: 1819: 1795: 1783: 1764: 1743: 1718: 1663: 1638: 1616: 1594: 1570: 1551: 1513: 1491: 1465: 1449: 1022:can be programmed to not allow 758: 1430: 1411: 1377: 1341: 1304: 1285: 1266: 1237: 1196:Machine-learning-based systems 13: 1: 1945:Anti-Spam Research Group wiki 1520:Jose Marcio Martins Da Cruz; 1231: 1105:Strong AUP and TOS agreements 777:Statistical content filtering 744: 638:forward-confirmed reverse DNS 624:Forward-confirmed reverse DNS 134: 27:Methods to prevent email spam 1914:10.1007/978-3-540-28651-6_74 1578:"Frequently Asked Questions" 1251:. 2016-09-07. Archived from 1183:Cost-based anti-spam systems 1161:Analysis of the sites being 558: 18:Anti-spam techniques (users) 7: 1349:Go Daddy Legal Department. 1201:legitimate email contents. 1044:Network address translation 451:' Domain Block List (DBL), 300:US Federal Trade Commission 10: 2435: 2258:Naive Bayes spam filtering 1180: 1148:Internet service providers 1128: 1077: 1074:Spam report feedback loops 988: 973: 939: 869: 846: 842: 780: 762: 748: 721: 718:SMTP callback verification 683: 617: 606:or are participating in a 562: 462: 439: 416: 365: 362:Challenge/response systems 318: 282: 246: 243:Disposable email addresses 212: 158:Email addresses posted on 151: 104:(unsolicited bulk email). 29: 2359: 2281: 2208: 2138: 2075: 2066: 1113:providers have either an 835:, and later revisions of 172:e-mail address harvesting 2233:Disposable email address 2095:Directory harvest attack 1959:Federal Trade Commission 1531:Anti-Spam Research Group 589:Outbound spam protection 377:Checksum-based filtering 249:Disposable email address 187:Avoid responding to spam 32:Knowledge:Spam blacklist 2023:Secret to Stopping Spam 1974:Composing abuse reports 1947:, which was created by 1831:March 17, 2009, at the 1278:April 24, 2006, at the 985:Limit email backscatter 783:Bayesian spam filtering 442:DNSBL § URI DNSBLs 404:Country-based filtering 325:Sender Policy Framework 1883:on December 27, 2010. 1780:AskLeo!, December 2005 614:PTR/reverse DNS checks 1676:. Pearson Education. 1115:Acceptable Use Policy 1080:Feedback Loop (email) 970:Egress spam filtering 823:, the email programs 724:callback verification 684:Further information: 675:to forge the domains. 636:(mail servers) use a 618:Further information: 463:Further information: 382:Checksum-based filter 319:Further information: 234:, being targeted by 209:Disable HTML in email 2243:Email authentication 1999:Email Security Guide 1583:The Spamhaus Project 1217:Research conferences 1039:Port 25 interception 1028:Mail Transfer Agents 930:the Spamhaus Project 680:Rule-based filtering 634:mail transfer agents 565:Honeypot (computing) 413:DNS-based blacklists 321:Email authentication 227:, URLs, and images. 100:are used to prevent 98:anti-spam techniques 2090:Bulk email software 1753:. eWeek. 2005-04-08 1604:. IBM. 16 June 2017 1427:, OnGuardOnline.gov 991:Backscatter (email) 849:Tarpit (networking) 829:Mozilla Thunderbird 692:regular expressions 487:Temporary rejection 127:End-user techniques 61:rewrite the content 1951:and is still alive 1776:2006-01-10 at the 1563:2016-03-03 at the 1442:2016-02-24 at the 1423:2013-12-17 at the 1335:2012-02-04 at the 1316:2012-03-05 at the 1297:2016-03-07 at the 1177:Cost-based systems 1096:FROM field control 872:Scunthorpe problem 620:Reverse DNS lookup 532:Invalid pipelining 502:HELO/EHLO checking 465:SMTP RFC standards 170:are vulnerable to 2401: 2400: 2228:Context filtering 2204: 2203: 1923:978-3-540-22881-3 1811:. June 22, 2007. 866:Collateral damage 663:purposes because 94: 93: 16:(Redirected from 2426: 2369:Advance-fee scam 2316:Keyword stuffing 2073: 2072: 2053: 2046: 2039: 2030: 2029: 1993:Neil Schwartzman 1928: 1927: 1893: 1887: 1885:Associated Press 1879:, archived from 1873: 1867: 1866: 1864: 1863: 1842: 1836: 1823: 1817: 1816: 1799: 1793: 1792:eWeek, June 2004 1787: 1781: 1768: 1762: 1761: 1759: 1758: 1747: 1741: 1740: 1722: 1716: 1715: 1697: 1688: 1687: 1667: 1661: 1660: 1642: 1636: 1635: 1628:www.spamhaus.org 1620: 1614: 1613: 1611: 1609: 1598: 1592: 1591: 1574: 1568: 1555: 1549: 1548: 1546: 1544: 1517: 1511: 1510: 1508: 1506: 1495: 1489: 1488: 1486: 1484: 1469: 1463: 1453: 1447: 1434: 1428: 1415: 1409: 1408: 1403: 1401: 1381: 1375: 1374: 1368: 1366: 1345: 1339: 1326: 1320: 1308: 1302: 1289: 1283: 1270: 1264: 1263: 1261: 1260: 1241: 1205:Other techniques 1119:Terms of Service 1068:zombie computers 1011:Port 25 blocking 1001:backscatter spam 976:Egress filtering 734:return addresses 673:zombie computers 650: 578:Hybrid filtering 430:open mail relays 89: 86: 80: 45: 44: 37: 21: 2434: 2433: 2429: 2428: 2427: 2425: 2424: 2423: 2404: 2403: 2402: 2397: 2381:Make Money Fast 2355: 2351:URL redirection 2277: 2200: 2134: 2085:Address munging 2062: 2057: 1936: 1931: 1924: 1894: 1890: 1874: 1870: 1861: 1859: 1844: 1843: 1839: 1833:Wayback Machine 1824: 1820: 1801: 1800: 1796: 1788: 1784: 1778:Wayback Machine 1769: 1765: 1756: 1754: 1749: 1748: 1744: 1737: 1723: 1719: 1712: 1698: 1691: 1684: 1668: 1664: 1657: 1643: 1639: 1622: 1621: 1617: 1607: 1605: 1600: 1599: 1595: 1576: 1575: 1571: 1565:Wayback Machine 1556: 1552: 1542: 1540: 1526:"URL filtering" 1518: 1514: 1504: 1502: 1496: 1492: 1482: 1480: 1470: 1466: 1455:Butcher, Mike. 1454: 1450: 1444:Wayback Machine 1435: 1431: 1425:Wayback Machine 1416: 1412: 1399: 1397: 1390:fightspam.gc.ca 1384: 1382: 1378: 1364: 1362: 1346: 1342: 1337:Wayback Machine 1327: 1323: 1318:Wayback Machine 1309: 1305: 1299:Wayback Machine 1290: 1286: 1280:Wayback Machine 1271: 1267: 1258: 1256: 1243: 1242: 1238: 1234: 1219: 1211:bounce messages 1207: 1198: 1185: 1179: 1171: 1133: 1127: 1107: 1098: 1082: 1076: 1064: 1041: 1013: 993: 987: 978: 972: 944: 938: 920: 907: 874: 868: 851: 845: 785: 779: 767: 761: 753: 747: 726: 720: 688: 686:Email filtering 682: 648: 626: 616: 591: 580: 567: 561: 471:zombie computer 467: 461: 444: 438: 421: 415: 406: 379: 370: 364: 352:spoof addresses 335: 317: 308: 287: 281: 273:plus addressing 268: 260:security breach 251: 245: 217: 211: 198: 189: 156: 154:Address munging 150: 148:Address munging 137: 129: 117:false negatives 113:false positives 90: 84: 81: 58: 46: 42: 35: 28: 23: 22: 15: 12: 11: 5: 2432: 2422: 2421: 2416: 2399: 2398: 2396: 2395: 2394: 2393: 2383: 2378: 2377: 2376: 2365: 2363: 2361:Internet fraud 2357: 2356: 2354: 2353: 2348: 2343: 2338: 2333: 2328: 2323: 2318: 2313: 2311:Google bombing 2308: 2303: 2298: 2293: 2287: 2285: 2279: 2278: 2276: 2275: 2270: 2265: 2260: 2255: 2253:List poisoning 2250: 2245: 2240: 2235: 2230: 2225: 2220: 2214: 2212: 2206: 2205: 2202: 2201: 2199: 2198: 2193: 2188: 2183: 2178: 2173: 2168: 2163: 2158: 2153: 2148: 2142: 2140: 2136: 2135: 2133: 2132: 2127: 2122: 2117: 2112: 2110:Email spoofing 2107: 2102: 2097: 2092: 2087: 2081: 2079: 2070: 2064: 2063: 2056: 2055: 2048: 2041: 2033: 2027: 2026: 2020: 2017:European Union 2007: 2002: 1996: 1986: 1977: 1971: 1962: 1952: 1942: 1935: 1934:External links 1932: 1930: 1929: 1922: 1888: 1868: 1837: 1818: 1794: 1782: 1763: 1742: 1735: 1717: 1710: 1689: 1682: 1662: 1655: 1637: 1615: 1593: 1569: 1550: 1512: 1490: 1464: 1448: 1429: 1410: 1376: 1340: 1321: 1303: 1284: 1265: 1235: 1233: 1230: 1229: 1228: 1218: 1215: 1206: 1203: 1197: 1194: 1181:Main article: 1178: 1175: 1170: 1167: 1152:identity theft 1126: 1125:Legal measures 1123: 1109:Most ISPs and 1106: 1103: 1097: 1094: 1078:Main article: 1075: 1072: 1063: 1060: 1040: 1037: 1012: 1009: 997:bounce message 989:Main article: 986: 983: 974:Main article: 971: 968: 940:Main article: 937: 934: 919: 916: 906: 903: 902: 901: 897: 896: 892: 891: 887: 886: 882: 881: 867: 864: 847:Main article: 844: 841: 781:Main article: 778: 775: 763:Main article: 760: 757: 749:Main article: 746: 743: 722:Main article: 719: 716: 681: 678: 677: 676: 656: 652: 641: 615: 612: 590: 587: 579: 576: 563:Main article: 560: 557: 553:Quit detection 529: 528: 525: 522: 481:Greeting delay 460: 457: 440:Main article: 437: 434: 417:Main article: 414: 411: 405: 402: 378: 375: 366:Main article: 363: 360: 316: 315:Authentication 313: 307: 304: 285:Spam reporting 283:Main article: 280: 279:Reporting spam 277: 267: 264: 247:Main article: 244: 241: 213:Main article: 210: 207: 197: 194: 188: 185: 176:e-mail address 152:Main article: 149: 146: 136: 133: 128: 125: 92: 91: 49: 47: 40: 26: 9: 6: 4: 3: 2: 2431: 2420: 2417: 2415: 2412: 2411: 2409: 2392: 2389: 2388: 2387: 2384: 2382: 2379: 2375: 2372: 2371: 2370: 2367: 2366: 2364: 2362: 2358: 2352: 2349: 2347: 2344: 2342: 2339: 2337: 2334: 2332: 2329: 2327: 2326:Referrer spam 2324: 2322: 2319: 2317: 2314: 2312: 2309: 2307: 2304: 2302: 2299: 2297: 2294: 2292: 2289: 2288: 2286: 2284: 2280: 2274: 2271: 2269: 2266: 2264: 2261: 2259: 2256: 2254: 2251: 2249: 2246: 2244: 2241: 2239: 2236: 2234: 2231: 2229: 2226: 2224: 2221: 2219: 2216: 2215: 2213: 2211: 2207: 2197: 2194: 2192: 2191:Telemarketing 2189: 2187: 2184: 2182: 2179: 2177: 2174: 2172: 2169: 2167: 2164: 2162: 2159: 2157: 2154: 2152: 2149: 2147: 2144: 2143: 2141: 2137: 2131: 2128: 2126: 2125:Pink contract 2123: 2121: 2118: 2116: 2113: 2111: 2108: 2106: 2103: 2101: 2098: 2096: 2093: 2091: 2088: 2086: 2083: 2082: 2080: 2078: 2074: 2071: 2069: 2065: 2061: 2054: 2049: 2047: 2042: 2040: 2035: 2034: 2031: 2024: 2021: 2018: 2014: 2013:United States 2011: 2008: 2006: 2003: 2000: 1997: 1994: 1990: 1987: 1985: 1983: 1978: 1975: 1972: 1970: 1966: 1963: 1960: 1956: 1953: 1950: 1946: 1943: 1941: 1938: 1937: 1925: 1919: 1915: 1911: 1907: 1903: 1899: 1892: 1886: 1882: 1878: 1872: 1857: 1853: 1852: 1847: 1841: 1834: 1830: 1827: 1822: 1814: 1810: 1809: 1808:Computerworld 1804: 1798: 1791: 1786: 1779: 1775: 1772: 1767: 1752: 1746: 1738: 1736:9781439869994 1732: 1728: 1721: 1713: 1711:9781597499699 1707: 1703: 1696: 1694: 1685: 1683:9780132702058 1679: 1675: 1674: 1666: 1658: 1656:9781119232056 1652: 1648: 1641: 1633: 1629: 1625: 1619: 1603: 1597: 1589: 1585: 1584: 1579: 1573: 1566: 1562: 1559: 1554: 1538: 1534: 1532: 1527: 1523: 1516: 1501: 1494: 1479: 1475: 1468: 1461: 1458: 1452: 1445: 1441: 1438: 1433: 1426: 1422: 1419: 1414: 1407: 1395: 1391: 1387: 1380: 1373: 1360: 1356: 1352: 1344: 1338: 1334: 1331: 1325: 1319: 1315: 1312: 1307: 1301:, vermont.gov 1300: 1296: 1293: 1288: 1281: 1277: 1274: 1269: 1255:on 2022-05-18 1254: 1250: 1246: 1240: 1236: 1227: 1224: 1223: 1222: 1214: 1212: 1202: 1193: 1191: 1190:Daniel Balsam 1184: 1174: 1166: 1164: 1159: 1157: 1153: 1149: 1144: 1142: 1138: 1132: 1122: 1120: 1116: 1112: 1102: 1093: 1091: 1087: 1081: 1071: 1069: 1062:Rate limiting 1059: 1057: 1053: 1049: 1048:email privacy 1045: 1036: 1034: 1029: 1025: 1021: 1017: 1008: 1006: 1002: 998: 992: 982: 977: 967: 965: 961: 957: 953: 949: 943: 933: 931: 926: 915: 913: 899: 898: 894: 893: 889: 888: 884: 883: 879: 878: 877: 873: 863: 859: 856: 850: 840: 838: 834: 830: 826: 822: 818: 814: 810: 806: 801: 798: 794: 790: 784: 774: 770: 766: 756: 752: 742: 739: 735: 730: 725: 715: 713: 709: 705: 701: 696: 693: 687: 674: 670: 666: 662: 657: 653: 646: 642: 639: 635: 631: 630: 629: 625: 621: 611: 609: 605: 599: 597: 586: 584: 575: 573: 566: 556: 554: 550: 547: 543: 539: 535: 533: 526: 523: 520: 516: 515: 514: 511: 507: 503: 499: 496: 492: 488: 484: 482: 478: 476: 472: 466: 456: 455:, and URIBL. 454: 450: 443: 436:URL filtering 433: 431: 426: 420: 410: 401: 399: 398: 392: 388: 383: 374: 369: 359: 357: 353: 349: 345: 341: 334: 330: 326: 322: 312: 303: 301: 296: 293: 286: 276: 274: 266:Ham passwords 263: 261: 256: 250: 240: 237: 233: 228: 226: 222: 216: 206: 202: 196:Contact forms 193: 184: 182: 177: 173: 169: 165: 161: 155: 145: 143: 132: 124: 120: 118: 114: 110: 105: 103: 99: 88: 78: 74: 70: 66: 62: 56: 55: 50:This article 48: 39: 38: 33: 19: 2374:Lottery scam 2331:Scraper site 2301:Doorway page 2209: 2171:Mobile phone 2151:Cold calling 1981: 1968: 1901: 1891: 1881:the original 1871: 1860:. Retrieved 1849: 1840: 1835:May 31, 2007 1821: 1806: 1797: 1785: 1766: 1755:. Retrieved 1745: 1726: 1720: 1701: 1672: 1665: 1646: 1640: 1627: 1618: 1606:. Retrieved 1596: 1581: 1572: 1553: 1541:. Retrieved 1529: 1524:(May 2009). 1515: 1503:. Retrieved 1493: 1481:. Retrieved 1477: 1467: 1451: 1432: 1413: 1405: 1398:. Retrieved 1389: 1379: 1370: 1363:. Retrieved 1354: 1343: 1324: 1306: 1287: 1268: 1257:. Retrieved 1253:the original 1248: 1239: 1220: 1208: 1199: 1186: 1172: 1163:spamvertised 1160: 1145: 1134: 1108: 1099: 1083: 1065: 1042: 1014: 1004: 994: 979: 948:mailing list 945: 942:Opt-in email 921: 908: 875: 860: 854: 852: 837:SpamAssassin 802: 796: 792: 788: 786: 771: 768: 759:Spamtrapping 754: 738:trap address 731: 727: 697: 689: 661:whitelisting 627: 600: 592: 583:SpamAssassin 581: 568: 552: 551: 537: 536: 531: 530: 501: 500: 486: 485: 480: 479: 468: 445: 422: 407: 395: 381: 380: 371: 336: 309: 297: 288: 269: 254: 252: 229: 218: 203: 199: 190: 157: 138: 130: 121: 106: 97: 95: 82: 59:Please help 51: 2336:Social spam 2248:Greylisting 2218:Client-side 2146:Auto dialer 1608:19 December 1522:John Levine 1505:20 December 1483:20 December 1437:"Anti-spam" 1400:5 September 1365:5 September 1355:GoDaddy.com 1141:enforcement 1137:legislation 1117:(AUP) or a 1033:smart hosts 952:GNU Mailman 651:HELO/EHLO . 632:Most email 491:greylisting 397:hashbusters 221:web browser 69:Wikiversity 2408:Categories 2341:Spam blogs 2306:Forum spam 2283:Spamdexing 2156:Flyposting 2115:Image spam 2077:Email spam 1957:of the US 1862:2008-05-23 1757:2008-05-31 1567:, IETF.org 1543:2 December 1259:2021-12-21 1232:References 1129:See also: 870:See also: 833:Mailwasher 805:Bogofilter 797:end user's 751:SMTP proxy 745:SMTP proxy 542:MX records 255:disposable 236:JavaScript 215:HTML email 168:chat rooms 142:bcc: field 135:Discretion 109:trade-offs 102:email spam 85:April 2024 77:Wikivoyage 2419:Anti-spam 2321:Link farm 2291:Blog spam 2210:Anti-spam 2176:Newsgroup 2166:Messaging 2068:Protocols 2010:Spam Laws 1056:SMTP-AUTH 1016:Firewalls 960:Majordomo 813:SpamBayes 559:Honeypots 546:nolisting 538:Nolisting 73:Wikibooks 52:contains 2414:Spamming 2386:Phishing 2296:Cloaking 2273:Spamhaus 2181:Robocall 2161:Junk fax 1856:Archived 1829:Archived 1813:Archived 1774:Archived 1632:Archived 1588:Archived 1561:Archived 1537:Archived 1460:Archived 1440:Archived 1421:Archived 1394:Archived 1359:Archived 1333:Archived 1314:Archived 1295:Archived 1276:Archived 1156:phishing 1052:STARTTLS 956:LISTSERV 925:CAPTCHAs 765:Spamtrap 669:phishers 665:spammers 449:Spamhaus 387:checksum 356:phishing 232:web bugs 160:webpages 96:Various 2268:SpamCop 2186:Spambot 2130:Spambot 2120:Joe job 1906:505–510 1111:webmail 1086:spamcop 1020:routers 1005:sending 843:Tarpits 825:Mozilla 793:nonspam 292:SpamCop 1967:, The 1920:  1851:KnujOn 1733:  1708:  1680:  1653:  1478:e-Week 1418:"Spam" 962:, and 912:DNSBLs 855:tarpit 821:CRM114 706:  655:names. 649:  608:botnet 572:DNSBLs 544:. The 508:  489:– The 425:DNSBLs 331:, and 164:Usenet 67:it to 2391:Voice 2346:Sping 2263:SORBS 2139:Other 2105:DNSWL 2100:DNSBL 1961:(FTC) 964:qmail 809:DSPAM 700:spoof 604:virus 453:SURBL 419:DNSBL 348:DMARC 333:DMARC 75:, or 2196:VoIP 1949:ASRG 1918:ISBN 1731:ISBN 1706:ISBN 1678:ISBN 1651:ISBN 1610:2018 1545:2015 1533:wiki 1507:2018 1485:2018 1402:2014 1367:2014 1226:TREC 1154:and 1139:and 1054:and 1024:SMTP 1018:and 827:and 817:ASSP 789:spam 712:7208 708:5322 667:and 622:and 596:spam 519:FQDN 510:5321 495:SMTP 346:and 344:DKIM 329:DKIM 225:HTML 65:move 1991:by 1910:doi 1090:AOL 791:or 704:RFC 506:RFC 475:MTA 340:SPF 181:CSS 166:or 2410:: 2015:, 1916:. 1908:. 1900:. 1854:. 1848:. 1805:. 1692:^ 1630:. 1626:. 1586:. 1580:. 1535:. 1528:. 1476:. 1404:. 1392:. 1388:. 1369:. 1357:. 1353:. 1247:. 1088:, 958:, 954:, 914:. 853:A 839:. 831:, 819:, 815:, 811:, 807:, 710:, 610:. 504:– 342:, 327:, 323:, 262:. 183:. 162:, 71:, 2052:e 2045:t 2038:v 1995:. 1926:. 1912:: 1865:. 1760:. 1739:. 1714:. 1686:. 1659:. 1612:. 1547:. 1509:. 1487:. 1262:. 647:§ 140:" 87:) 83:( 79:. 57:. 34:. 20:)

Index

Anti-spam techniques (users)
Knowledge:Spam blacklist
instructions, advice, or how-to content
rewrite the content
move
Wikiversity
Wikibooks
Wikivoyage
email spam
trade-offs
false positives
false negatives
bcc: field
Address munging
webpages
Usenet
chat rooms
e-mail address harvesting
e-mail address
CSS
HTML email
web browser
HTML
web bugs
JavaScript
Disposable email address
security breach
plus addressing
Spam reporting
SpamCop

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