Why do security teams struggle so much with reducing false positives in alerts, and do modern ai tools from vendors like exabeam actually solve this better than legacy siem?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why do security teams struggle so much with reducing false positives in alerts, and do modern ai tools from vendors like exabeam actually solve this better than legacy siem?
3 real searches · 1 real-search pass
Exabeam New-Scale SIEM AI behavioral analytics false positive reduction official documentation 2025Google ↗
OBSERVED
legacy SIEM vs modern AI SIEM false positives UEBA alert correlation limitations independent analysisGoogle ↗
OBSERVED
Exabeam product AI SIEM user behavior analytics risk scoring investigation capabilitiesGoogle ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
Exabeam New-Scale SIEM AI behavioral analytics false positive reduction official documentation 2025 Google ↗
legacy SIEM vs modern AI SIEM false positives UEBA alert correlation limitations independent analysis Google ↗
Exabeam product AI SIEM user behavior analytics risk scoring investigation capabilities Google ↗
- New-Scale SIEM · exabeam.com
- New-Scale Analytics · exabeam.com
- Enabling the High-Fidelity SOC with Behavioral Detection · exabeam.com
- New-Scale Security Operations Platform · docs.exabeam.com
- UEBA · exabeam.com
- Augment Your SIEM With New-Scale Analytics · exabeam.com
- From Investigation Failures to Reliable SOC Agents: Understanding and Improving LLM-Based Alert Triage · arxiv.org
- false positive alerts, relying on a limited amount of data for analysis, and lacking the ability to respond quickly and effectively to incidents. · kyberturvallisuuskeskus.fi
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Exabeam New-Scale SIEM AI behavioral analytics false positive reduction official documentation 2025 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
legacy SIEM vs modern AI SIEM false positives UEBA alert correlation limitations independent analysis OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Exabeam product AI SIEM user behavior analytics risk scoring investigation capabilities OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |