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50+ sources. 4 AI models. Your stack. Your rules.
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canoma.ai/search
Show me recent critical CVEs affecting Apache

Found 12 critical vulnerabilities across Apache products...

9.8CVE-2025-47832Apache Struts Remote Code Execution
9.1CVE-2025-41209Apache HTTP Server Authentication Bypass
8.8CVE-2025-38104Apache Kafka Deserialization Vulnerability

Canoma is the multi-model AI personalized, CVE · IOC · TTP security intelligence platform that connects to your stack .

|ModelsCustom skills|MCPPDF reports

Capabilities

Ask anything. Get intelligence.

Vulnerability Search
Recent zero-day vulnerabilities in Chrome
CVE-2025-5102 — V8 Type Confusion
CVE-2025-4918 — Use-After-Free in Blink
CVE-2025-4321 — Heap Buffer Overflow
Threat Intelligence
APT29 recent campaigns and TTPs
MITRE T1566 — Phishing
MITRE T1053 — Scheduled Task
MITRE T1071 — Application Layer Protocol
IOC Lookup
185.220.101.34 — what is this IP?
Known Tor Exit Node
Associated with APT28
Last seen: 2 hours ago
Incident Analysis
MOVEit breach impact analysis
2,700+ organizations affected
SQL injection CVE-2023-34362
Cl0p ransomware group attributed
Personalized Results
What should I prioritize patching?
Filtered for: Healthcare · HIPAA
3 critical CVEs in your key products
Remediation plan generated
Skills in Action
Run ransomware playbook for LockBit
Skill: Ransomware Playbook activated
IR steps generated for LockBit 3.0
IOCs extracted and correlated

Search it. Personalize it. Connect it.
Report it.

One natural-language query — personalized to your org, powered by the model you choose, extended by your custom skills, and connected to your own security stack.

Sources include:NVDMITRE ATT&CKCISA KEVCVE.orgNISTExploitDBVirusTotalShodan

Vulnerability Search

Query CVEs in natural language. Get CVSS scores, MITRE mappings, and remediation — instantly.

CVE-2025-47832CRITICAL 9.8

Apache Struts Remote Code Execution

A critical RCE vulnerability in Apache Struts allows unauthenticated attackers to execute arbitrary code via crafted OGNL expressions in HTTP parameters.

RCEOGNL InjectionUnauthenticated

MITRE ATT&CK

T1190T1059T1068

Sources

NVDCISA KEVExploitDB

Personalization

Tailored to your org. Set your industry, compliance frameworks, security stack, and priority threats.

Security Profile

Industry

Healthcare

Org Size

Enterprise

Compliance

HIPAASOXNIST

Region

North America

Security Stack

CrowdStrike EDRSplunk SIEMPalo Alto

Priority Threats

RansomwareAPTSupply Chain

Threat Intelligence

Research threat actors, campaigns, and TTPs mapped to MITRE ATT&CK.

🎯

APT29 (Cozy Bear)

Russia · State-sponsored

Active since

2008

Campaigns

47+

Targets

Gov, Tech

Known TTPs

T1566Phishing
T1053Scheduled Task/Job
T1071Application Layer Protocol

Custom Skills

Extend Canoma with custom instructions. Build skills with AI, write them manually, or upload markdown.

Skills3 active

HIPAA Compliance Checker

Flag PHI-related vulnerabilities

Custom

Ransomware Playbook

Generate IR steps for ransomware

Custom

CVE Priority Scorer

Rank CVEs by org-specific risk

AI-Generated

IOC Enrichment

Auto-correlate with threat feeds

System
+ Create with AI
+ Upload .md

Incident Analysis

Investigate breaches and ransomware attacks. Get AI-synthesized summaries with citations.

HIGH IMPACT2025-01-15

MOVEit Transfer Supply Chain Breach

Mass exploitation of CVE-2023-34362 in MOVEit Transfer led to data theft from 2,700+ organizations worldwide. Attributed to the Cl0p ransomware group.

Organizations

2,700+

Records exposed

95M+

Attack vector

SQLi

Attribution

Cl0p

Connect Your Stack

Plug in Splunk, Azure Sentinel, or any MCP server. Query your own environment alongside public intelligence.

Connected Services

Microsoft Sentinel

Connected

Splunk

Connected
{}

Custom MCP Server

Ready

Your Environment Results

Sentinel query matched 3 alerts

IP 185.220.101.34 seen in 12 events over the last 24h

From question to
intelligence in seconds.

01

Ask anything

Type your question in plain English. Toggle personalization to contextualize results for your org, stack, and compliance needs.

02

AI analyzes

Choose your provider — Auto, Google, OpenAI, or Anthropic. Active skills shape the analysis. Connected services like Splunk or Sentinel are queried in parallel.

03

Cross-reference

Results are enriched with CVSS scores, MITRE ATT&CK mappings, IOCs, timelines, and remediation steps — all auto-generated.

04

Act on it

Get a structured, cited report. Export to PDF, share a public link with your team, or keep the conversation going with follow-ups.

Intelligence sources

50+ sources. One search.

NVDMITRE ATT&CKCISA KEVCVE.orgExploitDBNISTAlienVault OTXAbuse.chVirusTotalShodanEPSSCWEOpenCVEVulnCheckGitHub AdvisoryNVDMITRE ATT&CKCISA KEVCVE.orgExploitDBNISTAlienVault OTXAbuse.chVirusTotalShodanEPSSCWEOpenCVEVulnCheckGitHub Advisory
50+

Security sources aggregated

4

AI providers — Auto, Google, OpenAI, Anthropic

250K+

CVEs indexed and searchable

Custom skills you can create

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Built-in widgets

Every search comes with everything.

MITRE ATT&CK

Auto-mapped tactics, threat groups, and software with links to the MITRE knowledge base.

CVSS Scoring

Full vector breakdown — attack complexity, privileges, impact on confidentiality, integrity, and availability.

IOC Extraction

Hashes, IPs, domains, URLs, and emails extracted from responses with one-click copy.

Multi-model AI

Auto mode picks the best model, or choose between Google, OpenAI, and Anthropic yourself.

PDF Reports

Export any search session as a paginated, print-ready intelligence report.

Shareable Sessions

Generate public links to share search results and analysis with your team.

Remediation Steps

Prioritized response actions categorized by severity — patch, configure, monitor, block.

Event Timeline

Chronological view of disclosure, patch, exploit, and attack events for any vulnerability.