Incident archives risk being used for AI model training
Original title: AI Gave Your Incident Archive a Second Job
Security incident records fed to AI systems can map organizational detection patterns and tuning decisions, exposing behaviors to vendors.
Security incident records, kept for accountability, are now ingested into AI systems for model training and validation. Collections reveal which alerts are suppressed and acceptable noise levels without direct vendor access. This repurposing creates risks for enterprises as data gains a second purpose beyond documentation.
Unconfirmed: No specific vendors or incidents named; general commentary only
- Large incident collections map suppression patterns and decision boundaries
- Single closures harmless but series reveal security strategies
- Not prompt injection but ordinary records for training
- Microsoft Security Copilot allows capture for human review
- Vendors
- microsoft
- Products
- security copilot
Indicators of compromise
auto-extracted · verify before use · export allAll| Type | Indicator | Context |
|---|---|---|
| md5 | 0976de79337ac3812bd4e8604cb04c0d | er-ransomware-activity#recipe=similar-items&sourcecontentid=0976de79337ac3812bd4e8604cb04c0d) US Cyber Pros Plead Guilty Over BlackCat Ransomware Activ |
| md5 | 3de05debc69bdf840acf3ce3c6457ee8 | e-getting-more-violent#recipe=similar-items&sourcecontentid=3de05debc69bdf840acf3ce3c6457ee8) How Can CISOs Respond to Ransomware Getting More Violent? |
| md5 | 842bd5a84d1f4b7738c164d8542426b4 | mminent-threat-act-now#recipe=similar-items&sourcecontentid=842bd5a84d1f4b7738c164d8542426b4) Microsoft Exchange 'Under Imminent Threat,' Act Now by Ar |
| md5 | dd763fcf1c8714815d52f82a2a0d8a90 | cyber-strategy-changes#recipe=similar-items&sourcecontentid=dd763fcf1c8714815d52f82a2a0d8a90) Switching to Offense: US Makes Cyber Strategy Changes by |
From the original article
7 min read at darkreading.com
Security records are increasingly being used by vendors to train their models, creating new risks for enterprises.
By Gerald Mako, Lemuel Valdez · darkreading.com
A short excerpt; the article and its images belong to the publisher. Summary, key facts and assessment above are AI-written from the article and can be wrong.