Securonix UEBA
A stolen credential does nothing malformed — Securonix UEBA baselines each user and entity and scores drift from it — the sole way to catch an intruder who logs in legitimately and stays within permissions.
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How it’s rated
Full scoreboard ↓Data residency & processing — two different questions
Where data can live
BYO-AWS or BYO-Snowflake
Your own account holds the data lake, in an India region if you choose. ~450 Securonix engineers sit in Bangalore and Pune.
The hard limit
No air gap, ever
The analytics control plane is always Securonix’s cloud. BYO changes where data rests, not who operates the platform.
These are two different obligations and they lead to different vendors. “Data must stay in India” — BYO-Snowflake in an India region can answer that. “Must be air-gapped” — nothing Securonix offers answers it; see LogRhythm SIEM or Elastic Security. Get your compliance team to state which one, in writing, before shortlisting.
Quick answer
The Securonix platform family
This page covers Securonix UEBA — behavioural analytics (UEBA). The other pillars:
Quick facts
30-second orientation- Product
- Securonix UEBA
- Heritage
- Securonix's founding capability, since 2008
- Delivery
- Within Unified Defense SIEM — not a separate meter
- Detection basis
- Behavioural deviation, not signatures
- Baselining
- Individual AND peer-group
- Entities covered
- Users, machines, service accounts, apps
- Scoring
- Accumulated risk over time, not per-event
- Primary use case
- Insider threat and credential compromise
- Time to value
- 8–16 weeks of baselining before it is trusted
- The prerequisite
- Clean identity data — it exposes yours
Understand behavioural detection before you buy it
Most product pages skip this. We start here — so you buy a capability, not a buzzword.
What is it?
Analytics that learn how each user and entity normally behaves, then score deviation. It detects attacks that break no rule — an intruder using valid stolen credentials, or an insider misusing access they legitimately hold.
Rules-only detection vs Securonix UEBA — the honest table
What behavioural baselining catches that a rulebook structurally cannot.
| Dimension | Rules only | Securonix UEBA |
|---|---|---|
| Detection basis | Known-bad patterns written in advance | A learned baseline per user and entity |
| Stolen credentials | A valid login matches nothing | The pattern is wrong, so it scores |
| Thresholds | One global threshold | Peer groups — compared with similar roles |
| Service accounts | Rarely watched | Baselined like people |
| Insider misuse | Permitted actions pass | Unusual access or volume climbs the score |
| Time to value | Day one, for known-bad | 8–16 weeks of baselining first |
| Honest caveat | — | Bounded by your identity data quality |
| Best fit | — | Insider and compromised-account exposure |
UEBA needs clean identity data and weeks of baselining before its scores deserve trust.
The five pieces of the platform
Vendors love diagrams; buyers need to know what they’re actually operating. Here’s the whole platform, demystified.
Behavioural baseline
Baselines each user and entity over time — hours, systems, volumes, access paths — so an unusual-for-you action registers. It needs a real observation window.
Peer-group analysis
Compares each entity with a dynamic peer group, not a global average, suppressing false positives: routine for a role stays quiet, the same from outside it doesn’t.
Entity coverage
Baselines machines, service accounts and applications too. Service accounts hold broad privilege and rarely change legitimately — a common, under-watched path.
Risk scoring engine
Deviations add to a running risk score per entity, so a slow chain of unremarkable actions shows as a rising score — the pattern rules miss.
Analyst timeline
Shows each entity’s behaviour as a timeline with events attached. UEBA and log data share one platform, so analysts go from score to raw evidence.
A baseline per user and entity, compared against peers — detection for the session where nothing is technically forbidden.
Twelve capabilities. Baseline, compare, score.
Securonix UEBA learns normal behaviour for each user and entity, compares it against peer groups, and scores the deviation that rules cannot describe. Here is what is inside.
Identity telemetry ingest
Consumes authentication, directory and access-management data as the behavioural substrate.
Non-human entity tracking
Baselines service accounts, machines and applications, not only human users.
Business context enrichment
Attaches role, department and joiner-mover-leaver status to sharpen what counts as anomalous.
Access pattern capture
Records which systems and data each entity habitually reaches, and how often.
Individual baselining
Learns each entity's own normal rather than applying a shared threshold.
Peer-group comparison
Judges behaviour against dynamically built peer groups to suppress role-normal noise.
Cumulative risk scoring
Accumulates deviation into a rising score instead of firing on isolated events.
Insider threat detection
Surfaces misuse by people whose access is entirely legitimate.
Compromised account detection
Flags valid-credential misuse where no rule is broken and no signature matches.
Data movement anomaly
Detects volume and destination patterns inconsistent with the entity's history.
Entity investigation view
Assembles scored behaviour into a chronological narrative with evidence attached.
Risk-ranked queue
Orders analyst attention by accumulated entity risk rather than alert arrival time.
Watch Securonix UEBA in action
Behaviour analytics, AI-driven hunting, and the platform it runs on.
Solving Critical Security Problems with Behaviour Analytics
Behavioural detection, explained by Securonix.
Securonix Unified Defense SIEM Overview Demo
Where UEBA sits in the platform.
Hunting the Unknown: AI-Powered Analytics
What behavioural analytics surfaces.
Want a live, India-context walkthrough for your environment?
Book a guided demo →Catch the login that breaks no rule.
Here’s what genuinely sets Securonix UEBA apart — and what it needs from you first.
Stolen credentials do nothing malformed
An attacker with bought or phished credentials authenticates correctly and accesses only what the account may, so every rule passes — which is why credential theft still breaches well-ruled estates. Behavioural analytics asks whether an action is characteristic, not allowed: this account never opened that share in three years.
Peer groups are what make anomaly detection usable
Naive anomaly detection alerts constantly and gets switched off within two quarters. Securonix builds peer groups dynamically: finance opening payroll is routine, facilities opening it is conspicuous — same event, different meaning. Peer groups built on a stale directory, though, produce comparisons that mean nothing.
Insider threat is the case that only behaviour addresses
Insiders don’t evade controls; they use them. A departing employee copying a client list has valid access, so perimeter and signature tools see nothing. UEBA scores the behavioural shift — rising frequency, broader access, odd-hour volume — over weeks. Involve HR and legal from the start, given the privacy weight.
It covers entities, not just people
The ‘E’ in UEBA may be the most valuable half. Service accounts hold broad standing privilege, rarely have an owner and keep credentials in scripts and pipelines — but behave so consistently that deviation stands out: a backup account enumerating a directory, or an integration logging in from a new source.
The honest caveat — cloud-only, slow to trust, and data-quality dependent
Securonix UEBA is cloud-only; if SaaS is ruled out, evaluate Exabeam’s UEBA, self-hosted through LogRhythm SIEM. Models need eight to sixteen weeks before output should be acted on, and early alerts are noisy. Output is bounded by identity-data quality — fix poor IAM hygiene first.
The honest positioning
Securonix UEBA suits organisations whose threat model centres on credentials and people, with a SOC to investigate. It is weak value for small teams, unreliable identity data or results this quarter. Against Exabeam, the real differences are Exabeam’s self-hosted path and band-against-band GB/day pricing. TechBag sells both.
The numbers behind the platform
What your Securonix UEBA rollout looks like
Identity data readiness
Audit directory, service-account and role data before deployment; it bounds peer groups. Agree insider scope with HR and legal now.
Telemetry connection
Connect identity, authentication, endpoint and data-access sources first, and include service accounts and machine identities.
Baselining and calibration
Let models observe and resist over-suppressing early noise. Validate peer groups against how people really work, not the org chart.
Operationalise
Shift to risk-ranked investigation, document an insider-case process with HR and legal, and revisit peer groups after reorgs.
The review scoreboard
Modelled on Gartner Peer Insights structure. *Counts and breakdowns are illustrative pending verified review collection.
Quick poll — what’s driving your evaluation?
Talk to an advisor“It found a compromised service account that had been active for months. Nothing it did broke a rule, which is exactly why nothing had flagged it.”
“Peer grouping is what made this workable. Our previous anomaly tool alerted on everything and we ended up ignoring it entirely.”
“Insider case during a notice period. The behavioural timeline was what made the investigation defensible to HR and legal.”
“Six weeks of noise before the baselines settled. Nobody warned us properly and we nearly abandoned it in month two.”
“Our directory data was worse than we admitted. The peer groups were meaningless until we fixed identity hygiene first.”
“Service account monitoring was the unexpected win. We did not buy it for that and it is where most of our value came from.”
“Strong analytics, but it assumes you have analysts. The scores mean nothing if nobody investigates them.”
“We ran it against Exabeam on the same 90 days of logs. Both are GB-metered, so the decision came down to which timelines our analysts trusted.”
Where everyone sits — the grids
Analyst firms bury this view behind paywalls, and review-site grids score satisfaction, not fit for your estate. So here’s TechBag’s synthesis of the SIEM market — tap any vendor to see why it sits where it does.
TechBag SIEM Grid
Execution strength vs product vision — the classic market map, minus the paywall.
Leader six consecutive times — the longest current run.
Capability × Flexibility
How much each platform’s behavioural analytics does out of the box vs how freely you can deploy it and control the bill.
Retention and behaviour solved; no air-gap answer.
Positions are TechBag’s illustrative synthesis of public review-platform data and vendor documentation — not a reproduction of any analyst graphic. Verify before relying on it.
Securonix UEBA vs the field
Every column has behavioural analytics of some kind; Securonix’s edge is that UEBA is its founding capability rather than an add-on. Where deployment must be self-hosted, the others win.
| Dimension | Securonix | Exabeam | Splunk Enterprise Security | Microsoft Sentinel | Elastic Security |
|---|---|---|---|---|---|
| Position | UEBA-led cloud SIEM on a Snowflake lake | The other UEBA-led vendor | The reference SIEM | SIEM for Microsoft estates | Search-engine-native SIEM |
| Pricing axis | GB/day, tiered bands + commitment | Monitored users + sources | Ingest or workload — historically costly | Per GB ingested per day | Subscription tier + resources |
| Hot retention included | 365 days searchable as standard | By agreement | Priced by volume and term | 90 days, then charged | Yours to configure |
| Behavioural analytics | The founding capability | The founding capability | Available, add-on heritage | UEBA included | Entity risk scoring |
| Self-hosted / air-gapped | None — control plane is always their cloud | LogRhythm SIEM, genuinely on-prem | Cloud, on-prem or hybrid | SaaS only, on Azure | Self-managed, even air-gapped |
| Data custody option | BYO-AWS / BYO-Snowflake — your lake, their analytics | Fully self-hosted available | Fully self-hosted available | Microsoft-operated | Fully self-managed |
| Analyst standing (SIEM MQ 2025) | Leader, six consecutive times | Long-running MQ presence | Leader | Leader | Visionary, not Leader |
| Retrospective hunting | ATS — automatic on new intelligence | Manual hunts | Manual hunts, strong search | Manual hunts | Manual hunts |
| AI in the SOC | Sam — priced on measured analyst work | Nova — seven named agents | Cisco AI Assistant | Security Copilot + MCP | Elastic AI Assistant |
| The thing to plan around | Three CEOs in two years; 120% default overage | Two platforms post-merger | Cisco integration reshaping roadmap | Azure portal retires 31 Mar 2027 | You operate it unless you buy Cloud |
| Best fit | Cloud-accepting estates wanting retention solved | On-prem mandates, or UEBA-led timelines | Engineers who will build with it | Microsoft-standardised estates | Air-gapped, or existing ELK |
Does Securonix UEBA fit you?
Honest fit signals — because the fastest way to lose your trust is to pretend one product wins every scenario.
Choose Securonix UEBA if…
- ✓Insider risk or compromised accounts are the threats that keep you up
- ✓Your identity data is clean enough to build meaningful peer groups
- ✓You can give the models eight to sixteen weeks before judging them
- ✓You want behavioural scores next to the raw events, or over a SIEM you keep
Choose Exabeam if…
- ✓You need genuine self-hosting (LogRhythm SIEM), or its GB/day tiers price your ingest lower on a like-for-like quote
Choose Splunk if…
- ✓You have engineers who will build with it and want the deepest content and largest talent pool
Choose Microsoft Sentinel if…
- ✓Your estate is Microsoft — first-party logs ingest free and SIEM shares the Defender queue
Choose Elastic Security if…
- ✓You need air-gapped deployment, which no Securonix configuration can provide
Securonix UEBA is one of 36 SIEM & log management products TechBag carries. The SIEM & Log Management guide narrows them to a shortlist and shows the reasoning. →
How much of your volume belongs in the cheap tiers?
Securonix meters on GB per day, and the lever you actually control is Data Pipeline Manager: one entitlement flexes across three tiers — Analytics at 1.0×, Investigation at 0.5×, Basic at 0.25×. Route firewall noise, verbose DEBUG logging and duplicated sources to the cheaper tiers and your effective capacity rises substantially. Do this classification before you sign, not during onboarding — it is much harder to renegotiate a band downward later. Illustrative rates; Securonix is quote-only.
One warning that matters more than the saving: UEBA can only baseline the behaviour it can see. Filter identity, VPN, endpoint or data-access sources out to control this bill and the peer groups lose exactly the signals that expose a compromised account. Keep identity and access telemetry at the Analytics tier. Illustrative only; Securonix is quote-only.
Three ways to consume it
Securonix UEBA is included in the Unified Defense SIEM entitlement, and Securonix also offers it on top of an existing SIEM you keep — quote-only either way, with no published rate. Inside the platform, the commercial question is the GB/day band rather than a per-user analytics licence. What it costs you elsewhere is preparation: peer-group quality is bounded by your identity data, and the models need eight to sixteen weeks observing normal before their output should be acted on. TechBag quotes in INR with GST.
Two ways to buy it
Included in Unified Defense SIEM
- Included in the Unified Defense entitlement
- Also offered over an existing SIEM you keep
- Inside the platform, scores sit next to the raw events
What it needs from you
The dependency nobody prices
- Peer groups built on a stale directory mean nothing
- Service accounts need owners before they need baselines
- Fix IAM hygiene first — it improves posture regardless
Time to trust
Plan for this
- Models must observe normal before deviation means anything
- Early alerts WILL be noisy — do not over-suppress
- Teams that judge it in week two decide on bad evidence
Buy it for less — TechBag pricing beats list
Whatever the list prices above, TechBag negotiates a significantly better deal — with GST-compliant INR invoicing and local support. Ask us for your discounted quote.
Get an India-ready quote
Tell us your requirements and current tools — we’ll model it against what you spend today.
The 8 questions to ask before buying UEBA
Take this into your next vendor call — including ours.
Is cloud acceptable, given UEBA is delivered within the SaaS platform with no air-gap option?
Is your directory accurate enough that peer groups will mean anything?
Do you have an inventory of service accounts and their owners?
Have HR and legal agreed the scope and handling of insider monitoring?
Who investigates a rising risk score, and within what timeframe?
Has the business accepted 8–16 weeks before output is trusted?
Have you priced Exabeam's GB/day tiers against Securonix's bands on the same measured ingest?
Does your monitoring scope comply with employment contracts and the DPDP Act?
Questions buyers ask
Ready to evaluate Securonix UEBA?
Check your identity data is ready, plan the baselining window, or compare it with Exabeam’s behavioural analytics — in INR/GST.
Stats, ratings, review counts and pricing are illustrative and sourced from public materials; verify before purchase.