I've signed up to recieve DMARC reports from https://dmarc.postmarkapp.com/

I have setup my email service (Sendgrid) in my DNS so all emails I send are passing DMARC. My email address is using gmail with my own domain name.

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However, there are several thousand emails failing, and they appear to be sent from random IP addresses and hosts. What would be causing this? I only send via Sendgrid and 1 or 2 email directly from gmail. I am concerned that a) someone is sending spam from my email address and b) that my email address will be blacklisted and all future emails will go to spam.

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This is just bot activity. Infected hosts are forging your domain to send spam or malware.

SPF, DKIM, and DMARC are the technologies used to combat the problem. It seems like you've already deployed those so there's nothing to worry about (beyond that latent existential dread that comes from running services on the internet). You're not going to get blocked as you're not the one sending the spam. If having your domain forged by botnets was enough to get blocked, every domain on the internet would be blocked instantly.

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