Sensor-led exploitation intelligence

Your early warning for vulnerabilities moving into active exploitation.

Previdian uses proprietary sensors and private honeypots to surface exploitation early, then corroborates it with vendor advisories and public evidence. Watch the products you run and act sooner with evidence your team can verify.

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Live sensor activity

Exploitation attempts observed by Previdian sensors in the last hour.

Live

Last 7 days

214

KEVs observed

110,217

Exploitation events

2,446

Attacker IPs

View exploitation signals

Earlier visibility, backed by evidence

Beyond CISA KEV
1,325
Exploited vulnerabilities missing from CISA’s catalog
Observed in sensors
214
Tracked KEVs seen across proprietary sensors in the last 7 days
Actionable artifacts
2,000+
PoCs, Nuclei, Metasploit, and virtual-patch context

Named timestamps

Recent Warnings Before CISA KEV

Cases where Previdian recorded credible exploitation before CISA added the vulnerability to its catalog. Shown only when both timestamps exist.

See the full CISA comparison
CVE Vendor / Product Lead Time
CVE-2026-109619 PHP Group PHP · CISA 2026-10-26 Recorded 4 days before CISA KEV CVE-2026-114625 Arista VeloCloud Orchestrator · CISA 2026-10-23 Recorded 21 hours before CISA KEV CVE-2026-110936 Siemens Siemens Software Center · CISA 2026-10-20 Recorded 1 day before CISA KEV

Previdian Watch

Early warning for the products you run

Choose the vendors, products, and CVEs that matter to your team. Previdian watches for new exploitation evidence, sensor activity, proof-of-concept releases, and important status changes, then sends the warning through the channels you configure.

Priority is a rolling, personalized queue of new Watch signals that need review. It keeps the last 14 days of relevant activity in one place so your team can see what changed and what needs attention.

Start 14-day Pro trial How Watch works

Free

New KEVs for 5 vendors

Free emails you when a new KEV affects a vendor you watch.

Pro

Earlier, deeper Watch

Sensors, PoCs, CISA KEV, and KEVs. Plus Slack and Priority.

Evidence depth

Early warning your team can verify

Every warning connects the exploitation verdict to inspectable evidence, confidence, available sensor telemetry, affected versions, and practical security artifacts.

Browse exploited vulnerabilities

Verified vulnerability record

CVE-2026-116690

mlflow Arbitrary File Access

Confirmed confidence

Default unauthenticated servers require no privileges, while basic-auth deployments are exposed to authenticated users who can create registered models

Sensor telemetry

19 attempts · 3 sensors

First-party observations recorded across 1 attacker IP.

Evidence

Exploitation attempts observed

Previdian sensors observed exploitation attempts targeting this vulnerability.

Actionable artifact

Proof of concept available

Public PoC material increases practical exploitability.

Evidence, telemetry, and action stay attached to the CVE.

Browse exploited vulnerabilities →

Intelligence system

How exploitation signals become trusted warnings

Previdian observes exploitation through proprietary sensors and private honeypots, corroborates signals against vendor advisories and public evidence, and keeps the evidence chain attached as warnings move into operational workflows.

Review methodology Compare with CISA KEV
  1. 01

    Observe

    Proprietary sensors and private honeypots surface exploitation activity, supported by vendor advisories and relevant public evidence.

  2. 02

    Attest

    Evaluate source credibility, specificity, corroboration, and available first-party telemetry.

  3. 03

    Enrich

    Add EPSS, CVSS, CWE, affected-version context, PoCs, Nuclei, Metasploit, and virtual-patch context.

  4. 04

    Deliver

    Send trusted warnings through the live feed, Watch notifications, RSS, JSON, and Pro API.

  5. 214 KEVs observed in sensors (7d)

    Evidence remains inspectable at every stage

Built to act

Turn earlier visibility into faster security action

Explore use cases

Vulnerability management

Reprioritize remediation

Use sensor observations, evidence confidence, EPSS, CVSS, and asset context to identify which exploited vulnerabilities need attention first.

Learn more

SOC and detection

Turn exploitation activity into detections

Use observed paths, payloads, attacker infrastructure, PoCs, and scanner context to guide monitoring and response.

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MSSP and MDR

Give clients earlier, defensible warning

Deliver evidence-backed exploitation intelligence with timelines, available telemetry, and practical artifacts.

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Cyber threat intelligence

Track the evidence chain

Follow exploitation timelines, confidence changes, source provenance, and available first-party attacker activity.

Learn more

Built in the open

Built by Ryan Dewhurst, creator of DVWA and founder of WPScan.

About Previdian Methodology Research and Data

Know when exploitation reaches the products you run.

Start a 14-day Pro trial for early warning, evidence, Slack, and Priority. No credit card required.

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