Nearly half of large firms close unverified vulnerability findings
Most large enterprises hold more than 1,000 untriaged findings, and about a quarter exceed 10,000.
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Stories tagged #triage
Fast-Tier Models Miss Held-Out Web Attack Families
ModernBERT classifies 37-60% of held-out path traversal as benign within 5% budget; specialized models escalate 97.6% but may include public families in training.
Clinical multi-agent systems launder demographic triage disparity
On 120 MIMIC-IV cases, all 20 model-topology cells gave Black patients more acute triage; pooling perspectives cut the gap 67–94%.
Scaling SOC Capabilities: How Threat Intelligence Cuts Triage Time and Burnout
ANY.RUN promotes threat-intelligence lookup and feeds to speed SOC triage and cut alert fatigue.
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Delphi Scanner: efficient and interpretable static malware detection via API sequence modeling
Researchers introduce Delphi Scanner, a 1.53 MB CNN-based static malware detector for Windows PE files using API sequences, achieving 95.35% accuracy.
Mythos Vulnerability Firehose Hits a Human Bottleneck
Analysis of Project Glasswing findings shows only a fraction of discovered vulnerabilities have reached disclosure and even fewer are fixed.
15 Minutes Saved Per Alert: How a Lean German Manufacturer Protects 10,000 Endpoints with ANY.RUN
A five-person security team at a German manufacturer protecting 10,000 endpoints cut triage time by 15 minutes per alert after adopting ANY.RUN's cloud sandbox.
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Triage & Response Bottlenecks Eating into MSSP Margins: How to Remove the Friction
ANY.RUN says manual triage bottlenecks erode MSSP margins and promotes its Threat Intelligence Lookup and sandbox to cut Tier 1 workload by up to 20%.
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The inconvenient truth about AI pentesting: someone has to check all the work
Survey of 158 practitioners shows AI pentesting floods teams with findings, creating 'validation debt' most teams cannot process.
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