ZAP (Zero-hour auto purge) Junk e-mail reporting for Workplace365 utilizing EWS and REST

ZAP (Zero-hour auto purge) Junk e-mail reporting for Workplace365 utilizing EWS and REST Zero-hour auto purge is likely one of the options of Workplace365 that can detect malicious and Spam emails and transfer them to the Junk e-mail folder for any e-mail that has breached the primary degree defences and has been delivered to customers mailboxes. There’s a good description of the way it works right here however mainly when the service learns a selected message was malicious/spam it could actually retrospectively detect and eradicate/transfer any simular messages that arrived beforehand and weren’t detected.

It is a good and far want function as no AntiSpam or Malware answer is ideal (it doesn’t matter what the seller say) so there’ll at all times be the case the place factor slip by. However this actual fact is what causes an publicity level the place the doubtless malicious e-mail sits within the Inbox of finish person up till the time its will get zapped. What I needed to current on this put up is a number of methods you may measure the quantity of the time you’ll have been susceptible for and present some strategies you need to use to look extra at messages and it is potential malicious content material.

Methods to detect messages which have been zapped in a EWS and REST script

There’s a good reference article for this right here , what occurs when a Message is Zapped and moved to the Junk Electronic mail folder is a Web Message Headers is added which may also create a underlying Prolonged property see

We are able to use  this in a EWS or REST script to do some reporting on. In EWS we are able to use an Exists Search filter on Messages within the JunkEmail folder to search out simply messages the place this property has been set which means that these messages have been zapped

 $ZapInfo = new-object Microsoft.Change.WebServices.Knowledge.ExtendedPropertyDefinition([Microsoft.Change.WebServices.Knowledge.DefaultExtendedPropertySet]::Widespread, "X-Microsoft-Antispam-ZAP-Message-Info", [Microsoft.Change.WebServices.Knowledge.MapiPropertyType]::String)
$Sfexists = new-object Microsoft.Change.WebServices.Knowledge.SearchFilter+Exists($ZapInfo)

Within the Graph API we are able to additionally do one thing simular utilizing the next filter

$filter=singleValueExtendedProperties/any(ep: ep/id eq 'String {00062008-0000-0000-c000-000000000046} Title X-Microsoft-Antispam-ZAP-Message-Data' and ep/worth ne null) 

What this does is returns us a set of Messages which have been zapped, I went a step additional in my script and put a DateTime filter round this as effectively (however technically the Junk Electronic mail folder has a default retention interval of 30 days so it should not actually have a big quantity of e-mail). After you have messages return if you happen to examine the datetime the message was obtained after which utilizing the Time-Span perform in PowerShell calculate the TimeSpan  towards final modified time (which ought to have been the time the Message was Zapped and moved to the JunkEmail folder) this will provide you with a great indication of the time that these messages sat within the Inbox of the person (this turns into your vulnerability interval). You may also have a look at the learn setting of the Electronic mail to find out if the person had truly learn the Message that was Zapped. I’ve gone a one other step additional in my reporting script to additionally do some Antispam evaluation of the e-mail headers utilizing some code I beforehand wrote so you can too look the DKIM,DMARC and many others values this mail obtained as effectively. So in the long run what my reporting script does is checks for Zapped messages within the Junk Electronic mail folder for a particular time interval after which produces a report on the truly publicity time and related info round this so it may be additional evaluated. The output of the report is one thing like this

I’ve put the EWS script that may do that report on GitHub To run a Report on a selected mailbox use

 Get-ZapStatistics  -MailboxName [email protected] -startdatetime (Get-Date).AddDays(-14)  | Export-Csv -Path c:ReportsmailboxName.csv -NoTypeInformation

I’ve additionally added the identical sort of script to my Exch-Relaxation Module so you are able to do the identical factor utilizing the Microsoft Graph API

 Get-EXRZapStatistics  -MailboxName [email protected] -startdatetime (Get-Date).AddDays(-14)  | Export-Csv -Path c:ReportsmailboxName.csv -NoTypeInformation

The module is accessible from the PowerShell Gallery or GitHub

DevOps – Taking a look at deeper evaluation and proactive measure

I believed I would begin together with a DevOps part in a few of my posts to indicate how one can delve a bit deeper to look what we’re reporting on and a few potential proactive measures you may be capable of put in place to earn such a DevOps tag. On this part I am assuming you already know sufficient about growth to know your method round objects,strategies,properties and many others. I’ll be utilizing my Exch-Relaxation module as a result of its the most effective device I’ve to do that and its additionally a great way to enhance the module itself (and its free).


So first lets simply have a look at one of many Messages which have been zapped to do that simply pull the Messages into a set like

$Messages =  Get-EXRZapStatistics  -MailboxName [email protected] -startdatetime (Get-Date).AddDays(-14)

Then dump out the primary message within the Assortment


This give us one thing like

So we now have a complete bunch of fascinating details about the supply that’s making an attempt to basically assault or steal the customers credentials. We have now

Supply SMTP server IP Tackle within the CIP and SPF Values
We have now the Reverse DNS PTR (which tells us the sending server nation location)
The HostName of the SMTP server which does resolve in DNS to the identical IP Tackle because the PTR file however the HostName would not match
The SCL worth of 1 which is fairly low

I can see the message was Learn by the person (which is not good if it is a person). So the subsequent factor that may be helpful is wanting on the content material of the messages to see if it has any attachments. We are able to do that utilizing the InternetMessageId and the next

$message = Discover-EXRMessageFromMessageId -MailboxName [email protected] -MessageId “”

This provides us some info like the next

So this tells us instantly there the place no Attachments so that’s one much less factor to fret about it additionally exhibits the they tried to idiot the goal person by placing in a special e-mail handle within the SenderName then the precise senders Electronic mail handle as they the place making an attempt to make it seem as if it was a system generated message that got here from Microsoft itself.

So now we all know that there the place no attachments it most likely simply has a hyperlink they need the person to click on. To get extra info on hyperlinks within the physique of the Message we are able to use one thing like the next

$expandedEmail = Get-EXREmailBodyLinks -MailboxName [email protected]  -InternetMessageId “”

after which we are able to view the hyperlinks within the e-mail like

Bingo there you’ve gotten an try and pretend the area identify to make it appear like one thing {that a} person could have used earlier than so they may really feel assured getting into their particulars into and many others. At this level you may need to trawl by what ever logs you’ve gotten out there to see if a person did truly go to that URL and take some pressing motion in the event that they did.

Being Proactive

So what I’ve gone by above are some guide steps above to indicate that the whilst you will be assured that the cloud is doing its job to a sure extent there are some further measures you may take to maintain a more in-depth a eye on what potential these malicious e-mail try to do and catch any unsuspecting customers earlier than one thing like this turns into an even bigger drawback for you. The cloud is not set and neglect and in case your not performing some further checks on what is going on within the service your not being as an efficient for the corporate you’re employed for (or on behalf of) as you will be. Another fast DevOps concepts

  • Setup a Azure Runbook that makes use of Certificates Authentication and AppOnly tokens that can report on the Zapmessages and do some additional automated evaluation on a Each day or Weekly foundation.
  • Search for correlations based mostly on the data you’ve gotten within the Zapped messages, in case your being focused by somebody there’s a good probability that location information, Ipaddress from one attacked perhaps utilized in subsequent ones. So apply these patterns to take a look at your Message Monitoring logs which will provide you with particulars about SenderIp ect.
Rent me – If you need to do one thing just like this or the rest you see on my weblog I am at the moment out there to assist with any Workplace365,Microsoft Groups, Change or Energetic Listing associated growth work or scripting, please contact me at [email protected] (nothing too massive or small).   


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