Too much noise
Hundreds of security signals compete for attention. Researchers, vendors, CVEs, repositories, and security publications often report the same underlying event differently.
Monitoring the AI Security Ecosystem
BugSkan
Know when the AI technologies you use become a security risk.
BugSkan watches the AI vendors, tools, frameworks, agents, packages, and infrastructure you rely on — then consolidates security reporting and tells you whether you need to ACT, REVIEW, or WATCH.
ACT
Investigate or respond now
REVIEW
Check your exposure
WATCH
Relevant, but no immediate action
Start with 3 monitored technologies. No credit card required.
The problem
Security news tells you what happened. BugSkan tells you whether it matters to you.
Security incidents are reported repeatedly across vendor advisories, researchers, security publications, CVE databases, and technical blogs. The challenge is not finding more security news — it is determining whether it is the same incident, whether it affects something you use, how serious it is, and whether you need to do anything.
Duplicate reporting
One incident can look like five different incidents. BugSkan consolidates overlapping coverage into a single evolving security event.
Relevance problem
Most security news does not affect your environment. BugSkan compares incidents against the technologies you actually depend on.
Core value
One incident. Multiple sources. One clear decision.
BugSkan continuously analyzes security reporting, identifies when multiple sources describe the same underlying event, and builds a single evolving incident. That incident is then matched against the technologies you monitor.
- 01Security Sources
- 02Claims
- 03Consolidated Incident
- 04My Interests
- 05ACT / REVIEW / WATCH
Currently tracking 197 distinct incidents from 678 source reports — 481 duplicate reports consolidated .
Personalized monitoring
Tell BugSkan what you use.
Monitor the vendors, platforms, infrastructure, and packages that matter to your environment. BugSkan matches living security issues against those interests.
Platforms & tools
AI infrastructure
Packages / open source
Follow individual libraries, frameworks, repositories, or packages where supported — including GitHub projects in My Interests.
Decision model
Every relevant incident should answer one question: what should I do?
Severity describes technical impact. BugSkan’s response guidance is assessed from available evidence and may use heuristic or AI-assisted reasoning — treat it as decision support, not a definitive score.
ACT
Potentially requires immediate attention — for example active exploitation, serious compromise, a directly affected technology, or urgent mitigation guidance.
REVIEW
Check whether your environment is exposed — affected versions, vulnerable configurations, or dependencies that may need investigation.
WATCH
Relevant intelligence with no immediate action required — developing incidents, emerging research, vendor investigations, or risks without confirmed exposure.
Incident consolidation
Stop reading the same incident five times.
Multiple articles and disclosures may describe the same security event. BugSkan identifies those overlaps and combines them into a single evolving incident.
How BugSkan works
From reporting noise to personalized decisions.
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01
Monitor
Watch trusted security publications, researchers, vendor advisories, and other configured intelligence sources.
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02
Understand
Extract affected products, vulnerabilities, attack techniques, versions, exploitation evidence, and other relevant claims.
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03
Consolidate
Detect reports describing the same underlying event and combine them into a single evolving incident.
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04
Personalize
Compare incidents against technologies defined in My Interests.
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05
Decide
Surface relevant incidents as ACT · REVIEW · WATCH.
Incident analytics
Incident velocity
Distinct incidents identified across the last 12 months.
Sep
Oct
Nov
Dec
Jan
Feb
Mar
Apr
May
Jun
Jul
Aug
158 incidents in the last 12 months
Monitoring
Live AI Security Intelligence
See the incidents BugSkan is currently tracking across the AI ecosystem.
678 source reports → 235 intelligence items
Low severity NEW
AI Agents Before Prompt Injection Vulnerability
Fortinet Buys Virtue AI to Hunt Vulnerabilities in AI Agents Before Hackers Do Startup Fortune
View incident →
News
NEW
CISA warns of hackers exploiting critical MLflow vulnerability
The Cybersecurity and Infrastructure Security Agency (CISA) warned federal agencies that threat actors are now exploiting a critical vulnerability in the M...
View incident →
News
NEW
CISA warns of hackers exploiting critical MLflow vulnerability
The Cybersecurity and Infrastructure Security Agency (CISA) warned federal agencies that threat actors are now exploiting a critical vulnerability in the M...
View incident →
News
NEW
CISA warns of hackers exploiting critical MLflow vulnerability
The Cybersecurity and Infrastructure Security Agency (CISA) warned federal agencies that threat actors are now exploiting a critical vulnerability in the M...
View incident →
News
NEW
CISA warns of hackers exploiting critical MLflow vulnerability
The Cybersecurity and Infrastructure Security Agency (CISA) warned federal agencies that threat actors are now exploiting a critical vulnerability in the M...
View incident →
News
NEW
CISA warns of hackers exploiting critical MLflow vulnerability
The Cybersecurity and Infrastructure Security Agency (CISA) warned federal agencies that threat actors are now exploiting a critical vulnerability in the M...
View incident →Developer integration
Security intelligence that fits your workflow.
Use BugSkan intelligence in internal dashboards, security workflows, automation, agents, or your own applications. JSON, RSS, and CSV feeds are available to Pro members with a private API key.
JSON API
RSS
CSV
Who it’s for
Built for people who ship and secure AI systems.
Developers & AI engineers
Track security incidents affecting the platforms, frameworks, APIs, and packages used in your applications.
Security engineers
Reduce repetitive security-news monitoring and quickly identify incidents relevant to your technology stack.
Technical leaders
Maintain awareness of security developments affecting strategic AI vendors and dependencies.
Pricing
Start free. Upgrade when you need more coverage.
Monitor up to 3 AI technologies on the free plan. Pro unlocks unlimited interest monitoring, ACT/REVIEW alerts, developer feeds, and full incident history.
Free
$0
For exploring BugSkan
- Monitor up to 3 technologies
- Personalized daily brief
- 7-day personalized history
- Browse public incident pages
Most popular
Pro
$5 / month
Never miss an AI-security incident affecting the technologies you rely on.
- Unlimited monitored technologies
- ACT and REVIEW alerts
- Developer API key for JSON, RSS, and CSV
- Follow incidents as they develop (early access)
- Full history and advanced filtering
Need BugSkan for a team or product?
Help shape what we build next.
Planned / Early AccessBugSkan Team
Shared AI security monitoring for security and AI teams.
Planned from ₹5,999 / month Request Team Access →Early AccessIntelligence API
Higher-volume commercial access beyond the Pro developer API key.
Planned from ₹14,999 / month Request API Access →Stop monitoring AI security news. Monitor what can affect you.
Tell BugSkan which technologies you depend on. We’ll watch the security landscape, consolidate the noise, and surface the incidents worth your attention.
Free includes 3 technologies. Pro adds unlimited monitoring, ACT/REVIEW alerts, developer API access, and full history.