INTEL_REPORT
arXiv — Cryptography & Security (cs.CR) · published 6/16/2026, 4:00:00 AM · TLP amber
Summary
Ingested excerpt (first ~500 chars of normalized text).
AnonShield: Scalable On-Premise Pseudonymization for CSIRT Vulnerability Data arXiv:2606.15650v1 Announce Type: new Abstract: We present AnonShield, a high-throughput, on-premise pseudonymization system that combines GPU-accelerated NER, streaming processing, caching, and schema-aware configuration. Evaluated on datasets up to 550 MB (70,951 records), AnonShield reduces processing time from over 92 hours to under 10 minutes (up to 738x speedup) while achieving up to 94.2% F1…
https://arxiv.org/abs/2606.15650
sha256:5ecae3e49394b4bdf2f19b884b70bbc6f14f2ba5734123b3f012c2349a11d741
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Deterministic extractor (IOC + allowlisted tokens + ATT&CK IDs present in DB).
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Malware families
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Threat actors mentioned
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ATT&CK techniques
MITRE IDs referenced in text and present in local technique table.
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