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The Big Data Blog


Velociraptor Service Not Working? Use This Task Scheduler Method Instead
As you guys remember, I have created a complete series on Velociraptor. If you didn't check it out, do check it out - link below. https://www.cyberengage.org/courses-1/mastering-velociraptor%3A-a-comprehensive-guide-to-incident-response-and-digital-forensics Now, why am I here again? Because I recently tried to install Velociraptor with the latest version on my laptop and ran into some issues. Well, not exactly "issues" - I'd say it's more like modifications in how things wor
Feb 75 min read


Tracking User Account and OAuth in Google Workspace (Without Losing Your Sanity)
If you’ve ever had to investigate a Google Workspace account takeover , you already know one thing: it’s not about one log — it’s about connecting multiple logs and understanding how Google thinks . The Two Logs You Must Know When it comes to tracking user behavior (and especially account compromise), there are four core log types you’ll always come back to: Admin log events User log events ( Previously it was seperated into two logs) (Login Audit Log + User Accounts Audi
Feb 55 min read


Email Log Search in Google Workspace – What You Can (and Can’t) See
Now let’s talk about Email Log Search , because this is one of the most commonly used (and misunderstood) tools when you’re investigating phishing, mailbox compromise, or suspicious inbound email. If a user reports: “I got a weird email” This is usually where you end up first. First thing to understand: the 30‑day rule Google stores email transaction logs differently depending on how old the email is. This affects what you can search , how you can search , and what results
Feb 53 min read


Pulling Google Workspace Logs via API
Let me be honest upfront: this setup looks scary the first time you see it. Google makes you jump back and forth between Google Cloud Console and Google Workspace Admin , and it feels like you’re doing something wrong the entire time. You’re not. That’s just how Google designed it. Once you understand the full flow , everything suddenly clicks. This walkthrough assumes: You are a Google Workspace Super Admin You want to collect audit / activity logs using the Admin SDK – R
Feb 44 min read


Collecting Evidence from Google Workspace
Let’s talk about something that often comes up during Google Workspace investigations: how do we actually collect logs and evidence properly? If you’ve ever worked an incident involving Google Workspace, you already know that the platform gives you a lot of data—but not all of it is equally easy to collect or analyze. Broadly speaking, there are two main ways to collect evidence from Google Workspace: Using the Workspace Admin interface (UI) Using the Workspace Admin SDK /
Feb 24 min read
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