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Bluesky Profile Verification: Auditing Decentralized AT-Protocol Identities & AI Bots
Auditing Bluesky handles, custom DNS domain verification records, and automated bot networks across the AT Protocol.
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As Bluesky has grown into a major social network, bad actors have deployed automated bot networks, synthetic AI personas, and domain spoofing. While Bluesky allows users to verify their identity via custom domain handles (e.g. @nytimes.com), thousands of users still rely on default .bsky.social handles where scammers impersonate well-known journalists, creators, and public figures.
關鍵警訊與破綻特徵
1Default .bsky.social Handle Impersonating a Known Brand
An account claims to be an official news organization or executive but uses a free .bsky.social handle rather than their verified corporate domain.
2Midjourney Synthetic Avatar with Mismatched Style in Photos
Profile avatar and header images display photorealistic AI diffusion styles that contradict amateur photos posted in their feed.
3Automated Post Cadence Without Mention Replies
Accounts posting promotional links or political commentary every 90 seconds without ever replying naturally to incoming mentions.
AT Protocol Identity & Bot Architecture
- DID (Decentralized Identifier) Resolution: Scammers manipulate PLC directory records or rotate handles rapidly to evade community moderation blocklists.
- Firehose API Bot Automation: Automated scripts listen to the live Bluesky firehose and automatically reply to targeted keywords.
- Synthetic Identity PFP Generation: AI-generated human faces (Flux/SDXL) used to establish plausible personal accounts for mass astroturfing.
防範措施與應對步驟
Verify Handle DNS Records and Domain Ownership
Check whether the account uses an authenticated custom domain handle matching their verified organization.
Scan Profile Images in Sealed Rose
Verify whether avatar pictures are synthetic AI generations or belong to existing creators on other networks.
常見問題
How does verification work on Bluesky?▼
Bluesky verifies identity by having users set their handle to a domain they own (DNS TXT record or HTTPS well-known verification). Accounts without custom domain handles have no official identity backing.
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