INTELLIGENT VULNERABILITY DISCOVERY

Find vulnerabilities before attackers do.

Discover installed software, detect known CVEs, and identify security weaknesses across your computers, laptops and servers — all from one powerful vulnerability hunter.

Discover. Detect. Understand. Remediate.

Threat Library29,400+NVD & OSV Feeds
Scan Speed< 2.0sZero sub-process
Telemetry Policy100% LocalZero cloud upload
False Positives0.6%Distro backports
Hunterboy
Hunterboy Sentinel·WORKSTATION-X9 (Windows 11 Pro 64-bit)
Scan Completed
Active Devices128 Desktops · 4 Servers
Software Components14898% Coverage (Elevated)
CVE Vulnerabilities
071 CISA KEV
6 Confirmed · 1 Potential
Critical Findings
02CVSS 9.8
Immediate patch priority
Software & RuntimeInstalledVulnerabilitySeverityAction
Python Runtime
C:\Program Files\Python310\python.exe
3.10.8CVE-2023-24329Fix: 3.10.11Critical 9.8
Node.js EngineKEV
/usr/local/bin/node
18.12.0CVE-2023-23918Fix: 18.16.0High 7.5
OpenSSL Cryptography
/usr/lib/x86_64-linux-gnu/libssl.so.1.1
1.1.1tCVE-2023-0286Fix: 1.1.1uHigh 7.4
PostgreSQL Database
C:\Program Files\PostgreSQL\14\bin\postgres.exe
14.5CVE-2022-41862Fix: 14.7Medium 5.3
Git Version Control
C:\Program Files\Git\cmd\git.exe
2.39.0CVE-2022-41903Fix: 2.39.2High 8.8
PHP CLI Interpreter
/usr/bin/php
8.1.10CVE-2023-0662Fix: 8.1.16Medium 6.5
7-Zip Archiver
C:\Program Files\7-Zip\7zFM.exe
21.07CVE-2022-29072Fix: 22.01Low 3.3
Showing 7 of 7 findingsIllustrative scan data
Finding InspectorConfirmed Match
CVSS 9.8 (Critical)

Python Runtimev3.10.8

CVE-2023-24329

An issue in the urllib.parse component allows an attacker to bypass blocklisting methods through supplying blank or malformed protocol URLs.

Affected System Path
C:\Program Files\Python310\python.exe
Remediation RecommendationFixed in v3.10.11
Upgrade Python to version 3.10.11 or later. Set path priority in system environment.
Intelligence Feeds Synced (NVD, Google OSV, CISA KEV)
Posture Grade:Grade B (Score 78/100)
Cross-Platform Security Architecture

One hunter. Multiple operating systems.

From developer laptops and Windows desktop workstations to bare-metal Linux servers and mobile endpoints. Transparent capabilities with zero exaggerated claims.

Windows Desktop & Laptops

Supported

Category: Desktop & Server · Estimated Coverage: 98% (Elevated) / 82% (Standard)

Standard + Elevated Tiered Architecture

Native Discovery Vectors

  • 32-bit & 64-bit Registry Uninstall Keys
  • MSI Windows Installer DB
  • Winget, Scoop, Chocolatey package managers
  • Active Services & PATH binaries

Privilege & Sandbox Model

Standard user for basic applications; elevated UAC Admin Token required for system services and secure system directories.

Runs without root/admin when unavailable

Process Tracking & Transparency

Native Windows process snapshot (CreateToolhelp32Snapshot / EnumProcesses) correlated with binary hashes.

Deep enumeration discovers non-registered developer runtimes, portable tools, and service daemons.
Engineering Rule: No unrestricted claims made on platform-sandboxed OS environments.Verified Local Discovery
Empirical Vulnerability Research

The Hard Numbers: Why Unpatched Runtimes Cost Millions.

Operating systems patch their own kernels regularly, but third-party runtimes, developer compilers, and embedded libraries remain completely blind. Here is what happens when they are exploited.

CISA Threat Telemetry72h

Average Weaponization Time

Time from public CVE advisory to automated malicious internet scanning tools targeting unpatched systems.

Verified Threat Intelligence▸ Active Metric
Defensive Research84%

Third-Party Runtime Origin

Initial access breaches exploit outdated Python, Node.js, PHP, or dev utilities — not the base OS kernel.

Verified Threat Intelligence▸ Active Metric
Industry Audit$4.45M

Average Breach Cost

Global financial impact per data compromise incident stemming from known unpatched software components.

Verified Threat Intelligence▸ Active Metric
NIST NVD Index29,400+

New CVEs Annually

Record-breaking number of software vulnerabilities cataloged in NIST NVD in the past 12 months.

Verified Threat Intelligence▸ Active Metric
Comparative Velocity AnalysisDefensive Advantage

Exploit Weaponization vs. Remediation Lag

Attacker Weaponization CurveHunterboy Detection Window (<2s)
Timeline from Zero-Day Public DisclosureCritical Threat Window: Day 0 to Day 14
Day 0 (CVE Disclosed)Day 3 (PoC Exploit on GitHub)Day 14 (Mass Botnet Scanning)Day 45 (Average Manual Patch)
Where CVEs Actually Reside
Developer Runtimes (Python/Node)42%
System Packages & Shared Libs26%
Dev Utilities (Git, Docker, 7z)18%
Local Databases & Daemons14%
Standard OS updates fail to patch 74% of these components because they live outside system package registries.
Interactive Kill-Chain Demonstration

How a Detected Vulnerability Actually Affects Your Machine

Target Software: Python 3.10.8 (urllib bypass)(CVE-2023-24329)
Severity: 9.8 (Critical)Class: Remote Code / Authorization Bypass
1. Vector Ingestion

Malformed URL Input

An application or local web service passes user-supplied input to urllib.parse.urlsplit without strict URI protocol validation.

Impact: Protocol validation bypass
2. Blocklist Bypass

White/Blocklist Circumvention

Supplying blank or malformed protocol schemes allows the attacker to bypass internal domain blocklists and server-side SSRF filters.

Impact: Bypasses internal security checks
3. Sub-Process Execution

Internal Microservice Probe

The vulnerable Python runtime connects to cloud metadata endpoints (169.254.169.254) or local IPC sockets without restriction.

Impact: Access to internal API keys & tokens
4. Full Compromise

Credential Extraction & Shell

Extracted cloud credentials or environment secrets allow the attacker to execute secondary payloads and dump database stores.

Impact: Complete system compromise
Hunterboy identifies this target path, matches the fixed patch version, and flags KEV inclusion immediately.Auto-Remediation Prescribed
The Endpoint Visibility Blindspot

How much vulnerable software is hiding on your devices?

Most endpoint security breaches don't exploit the operating system itself — they compromise outdated developer runtimes, unpatched utility software, forgotten databases, and hidden libraries.

42% of CVEs

Outdated Developer Runtimes

Forgotten Python 3.8 installs, Node.js 16 runtimes, or unpatched Go binaries sitting in custom user paths without automated OS update coverage.

26% of Breaches

Vulnerable Bundled Dependencies

Applications shipping embedded copies of OpenSSL, cURL, or SQLite that remain vulnerable even after the host OS is fully updated.

18% Exposure

Old Desktop Applications

PDF readers, file archivers (7-Zip, WinRAR), media players, and FTP clients that haven't checked for vendor security patches in years.

High Privilege

Abandoned Developer Tools

Local databases (Postgres, MySQL, Redis), Docker desktop daemons, and proxy utilities running with default permissions and open ports.

Open Sockets

Unmanaged Server Daemons

Secondary services and utility scripts installed during initial provisioning that are omitted from central software inventory registries.

Zero Inventory

Silent Shadow Software

Portable executables, browser extensions, and standalone tools downloaded by team members that bypass corporate endpoint registries.

The Transformation

Before & After Hunterboy

Without Hunterboy

Blindspot & Guesswork
  • Unknown software inventoryNo consolidated record of what versions of Python, Node, OpenSSL, or Git are installed.
  • Manual, tedious version checkingEngineers running CLI version flags one-by-one or checking GUI settings panels manually.
  • Unnoticed, active CVE exposureCritical vulnerabilities published in NVD and CISA KEV remain unpatched for months.
  • Scattered, noisy security infoGeneric alerts without actionable upgrade commands or false-positive verification.
Result: Unmitigated Endpoint Risk✗ Audit Failure

With Hunterboy

Complete Visibility & Defense
  • Organized, complete software inventoryAutomated discovery of desktop applications, system packages, runtimes, and background daemons.
  • Automated CVE correlationDirect matching against NVD, Google OSV, and CISA KEV with distro backport filtering.
  • Prioritized severity findingsTransparent posture scoring highlights critical and actively exploited vulnerabilities first.
  • Actionable remediation guidancePrecise target upgrade versions, winget/brew/apt commands, and access to hands-on support.
Result: Verified Security Hygiene✓ Posture Certified
Dedicated Architectural Pillars

Six Purpose-Built Tools. Zero Generic Dashboard Clones.

Every capability in Hunterboy is engineered with a bespoke interface optimized specifically for its data domain — from interactive runtime topology graphs to cryptographic anti-rollback ledgers.

Tool 01 · Polyglot Runtime Topology

Deep Software Discovery

Scanners relying on Windows Uninstall registry keys or OS package managers miss ghost runtimes, container binaries, and language version managers (nvm, pyenv, asdf). Hunterboy traverses PATH variables, symbol headers, and executable receipts to construct a live dependency topology.

Discovers co-installed Python, Node, Go, & Ruby versions
Extracts PEP 440, SemVer, Debian, and RPM version strings
Live Topology Explorer (Click Nodes)
148 Nodes Enumerated
Python 3.10.8Runtime
Vulnerable (CVE-2023-24329)
Executable Target Path
C:\Program Files\Python310\python.exe
Linked Sub-Dependencies
urllib3 1.26.12requests 2.28.1pip 22.3
Tool 02 · Threat Radar & CVSS Vector

CVE Threat Intelligence

Beyond simply matching version strings, Hunterboy deconstructs the CVSS v3.1 vector metrics and correlates them against CISA Known Exploited Vulnerabilities (KEV). Distribution backport heuristics prevent false alarms when patches have been backported by upstream maintainers.

Threat Feeds:NVD · Google OSV · CISA KEV · GHSA
Backport Suppression:Debian, Ubuntu, RHEL Heuristics
LIVE RADAR
Active Threat TargetCISA KEV Exploit
CVE-2023-24329 (urllib bypass)
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H · CVSS 9.8
CVSS v3.1 Sub-Vector Metric Breakdown
Attack VectorNetwork (AV:N)
ComplexityLow (AC:L)
PrivilegesNone (PR:N)
Impact ScopeCritical (C:H/I:H)
Tool 03 · Multi-Chassis Engine

Multi-OS Native Scanning

Hunterboy doesn't require bulky runtime compilers or container dependencies on target hosts. It interfaces directly with native operating system structures — reading `/var/lib/dpkg/status` in 42ms on Linux and walking the 64-bit registry on Windows.

Native Collector Telemetry (LINUX)
Zero-Subprocess Direct Memory Read

$ hunterboy scan --native-collectors

[0.002s] Detected Linux 6.8.0-45-generic x86_64 (Ubuntu 24.04 LTS)

[0.024s] Parsing /var/lib/dpkg/status directly (zero subprocess fork)

[0.042s] Enumerated 1,420 packages · Extracted version & arch tokens

[0.088s] Traversing /proc/[pid]/exe for active running binaries

[0.112s] ✓ Complete: 148 software assets matched to OSV feed

Throughput: ~1,500 assets / 100ms100% Offline Capable
Tool 04 · Privilege Ring Supervisor

Privilege-Aware Ring Vault

Most security scanners crash or return zero results when run without root or administrator tokens. Hunterboy calculates your exact privilege ring level, enumerates all accessible userland targets, and provides a transparent visibility percentage.

Zero Permission Gatekeeping: Never blocks discovery. Gracefully handles Windows UAC, Linux Polkit, and macOS TCC security models.
Elevation Simulation SliderStandard User (Ring 3 Userland)
Ring 3 (Standard User)Ring 0 / UAC Admin Token
Visibility Percentage82.1%User-space runtime audit
Unassessed Daemons26System services & IIS worker pools
Standard user token. Scanned all userland runtimes (Python, Node, Git); run with elevation to inspect 26 protected services.
Tool 05 · Security Analytics & Graphs

Smart Security Analytics

Static vulnerability lists overwhelm security teams. Hunterboy visualizes findings into actionable vulnerability distributions, attack surface velocity charts, and compliance-ready standalone HTML reports with zero external dependencies.

CVSS v3.1 Severity Distribution Histogram● Live Analytics
Critical (9.0 - 10.0)2 findings (28%)
High (7.0 - 8.9)3 findings (43%)
Medium (4.0 - 6.9)1 finding (15%)
Low (0.1 - 3.9)1 finding (14%)
Exports: JSON, CSV, Standalone HTMLOne-Click Executive PDF
Tool 06 · Monotonic Epoch OTA Pipeline

Cryptographic OTA Updates

Adversaries frequently attempt rollback attacks — tricking scanners into reverting to outdated threat databases where new vulnerabilities are unknown. Hunterboy enforces hardware/OS-anchored monotonic security epochs and Ed25519 signatures.

Current Security Epoch:Epoch 142 (Active)
Signature Standard:Ed25519 / HMAC-SHA256
Interactive Anti-Rollback GateEpoch Defense
Simulate Inbound Update Package Security Epoch:
1. Download Signed Manifest✓ Verified
2. Ed25519 Cryptographic Signature Check✓ 256-bit Valid
3. Monotonic Epoch Check (Anti-Rollback)Passed (Epoch 142 >= 142)
4. Staged Binary Startup Probe&#10003; Pass
✓ Release validated. Epoch incremented and committed atomically.
Defensive Security Workflow

From software discovery to actionable security.

A transparent three-phase lifecycle that takes you from total inventory blindness to verified, patched endpoints.

01
Multi-Vector Inventory

Discover

Hunterboy inventories installed software, applications, runtimes and packages across supported operating systems using non-intrusive native APIs and path scanning.

  • Inspects Registry, MSI, PATH, Winget, Homebrew, and dpkg/rpm databases
  • Identifies developer tools (Python, Node, PHP, Go, Ruby, Docker)
  • Calculates exact visibility percentage based on available privilege tokens
148 components enumerated in < 2 secondsActive Step
02
CVE Correlation Engine

Detect

Identified software versions are correlated with authoritative vulnerability intelligence to surface confirmed CVEs, CVSS v3.1 scores, and actively exploited threats.

  • Correlates exact version ranges against MITRE and National Vulnerability DB
  • Flags CISA Known Exploited Vulnerabilities (KEV) with high priority
  • Applies distribution backport heuristics to eliminate false positive noise
Live sync with NVD, Google OSV, and CISA KEVClick to view
03
Actionable Upgrades & Assistance

Remediate

Understand severity, review precise upgrade commands, export compliance reports, and request hands-on engineering assistance when you need help patching systems safely.

  • Prescribes specific safe target versions without breaking existing code
  • Exportable standalone HTML, JSON, and CSV reports for stakeholders
  • One-click booking for consultation (₹199/hr) and remediation (₹599/hr)
Step-by-step remediation commands + Expert supportClick to view
CVSS v3.1 Triage Framework

Know what needs attention first.

Not all CVEs pose equal risk. Hunterboy separates the critical fires from routine updates so your team never wastes hours troubleshooting low-priority noise.

Fleet Finding Distribution

Aggregated Severity Breakdown

Illustrative Demo Distribution
Critical SeverityCVSS 9.0 – 10.0

Recommended Action: Immediate Investigation & Fix (24-48 Hours)

Get remediation help for this tier
Risk Characteristics & Exposure

Vulnerabilities with high exploitability, network accessibility, and no user interaction required. Potential for total system compromise or remote code execution.

Common instances: Python urllib bypass (CVE-2023-24329), Log4Shell, OpenSSL RCE
Illustrative Findings in This Class
Python Runtime (3.10.8)CVE-2023-24329
Fix: 3.10.11
Deterministic Scoring Formula: S = max(0, 100 - (15*N_crit + 8*N_high + 3*N_med + 1*N_low + 20*N_kev + 5*N_outdated + 0.2*(100-C)))Transparent Posture Scoring
Defensive Differentiation

More than a software inventory.

Hunterboy bridges the gap between passive asset trackers and noisy vulnerability scanners. Designed from the ground up for precision, transparency, and speed.

Beyond Conventional App Lists

Goes deeper than basic OS Control Panels to find portable binaries, developer toolchains, CLI interpreters, and hidden database engines.

Polyglot Runtime & Package Coverage

Specialized collectors extract exact SemVer and PEP 440 versions across Python, Node.js, PHP, Go, Ruby, and Java runtimes.

Authoritative CVE Correlation

Direct integration with NVD, Google OSV, and CISA KEV feeds, augmented by distribution backport heuristics to eliminate false alarms.

Deterministic Posture Scoring

Transparent 0-100 mathematical scoring formula so your security posture is always auditable, reproducible, and explainable.

True Cross-Platform Parity

A unified CLI and local dashboard experience across Windows, macOS, Linux, and mobile endpoints without platform lock-in.

Accessible Defenses for All

Engineered to empower individuals, solo devs, and growing businesses without requiring enterprise budgets or complex infrastructure.

Target Audiences

Engineered for every security workflow.

Whether securing a single development laptop or monitoring an infrastructure of managed servers.

Individual Users

Personal Workstations & Laptops

Discover outdated software, unpatched utilities, and forgotten background applications on your personal devices. Keep your computer fast, private, and secure.

  • 100% offline & zero telemetry — your data stays strictly on your machine
  • Quickly check whether third-party apps like 7-Zip, Git, or browsers need updates
  • Clear, plain-English vulnerability descriptions

Developers & Engineers

Language Runtimes & Dev Environments

Inventory local Python virtualenvs, nvm installations, Docker daemons, database versions, and build tools that bypass traditional antivirus monitors.

  • CLI-first scriptability with native exit codes for CI/CD pipeline blocking
  • Find out if your local dev tools have known CVEs before deploying to production
  • Detect multi-version runtime conflicts across project directories

IT Administrators

Managed Endpoints & Server Fleets

Maintain complete visibility across fleet workstations, jump boxes, and production Linux/Windows servers without deploying heavy, bloated agents.

  • Privilege-aware scanning reports exact system visibility coverage
  • Exportable JSON & CSV reports ready for SIEM, CMDB, or spreadsheet audits
  • Headless systemd and scheduled task automation modes

Small Businesses & MSPs

Affordable Endpoint Protection

Attain institutional-grade software asset visibility and vulnerability triage without paying five-figure annual enterprise licensing fees.

  • Demonstrate compliance hygiene with standalone print-to-PDF reports
  • Access on-demand security consultation (₹199/hr) and hands-on remediation (₹599/hr)
  • No complex cloud controller setup required
On-Demand Security Engineering

Found vulnerabilities? Let's fix them.

Understanding vulnerabilities is only the first step. Get professional assistance to assess findings, plan remediation and secure affected systems.

Strategic Advisory

Security Consultation

₹199/ hour

Get direct access to senior defensive security engineers from Unroll Loop Technologies. We walk you through every CVE, evaluate exploitability, identify false positives, and formulate an actionable remediation roadmap.

Billed transparently per hour. Initial 30-minute scope alignment is agreed upon before billing starts.
Included in Service:
  • Comprehensive review of Hunterboy scan results and CVE reports
  • Deep-dive explanation of CVSS v3.1 scores, attack vectors, and real-world exploitability
  • False positive triage (verifying vendor backports vs unpatched components)
  • Clear upgrade path & dependency conflict analysis
  • Security prioritization based on CISA Known Exploited Vulnerabilities (KEV)
Book Consultation

Ideal for: Individual power users, solo developers, and tech leads who have scan resul...

Most Requested
Hands-on Engineering

Vulnerability Fix & Remediation

₹599/ hour

Have security specialists assist directly in patching outdated runtimes, reconfiguring vulnerable services, updating third-party libraries, and verifying remediated states across your endpoints.

Hourly engineering rate. Time estimates are mutually agreed upon prior to initiating hands-on changes.
Included in Service:
  • Direct assistance upgrading vulnerable Python, Node.js, PHP, OpenSSL, or database components
  • Safe multi-version environment migration (preserving project dependencies)
  • Host security configuration & administrative privilege hardening
  • Post-patch verification scan and regression check
  • Documented changes log and rollback instructions
Request Remediation

Ideal for: Businesses and engineers who want expert hands-on assistance safely upgradi...

Custom Fleet SLA

Business & Enterprise Security

Custom quotation

Tailored security engagements for organizations managing multiple servers, workstations, container hosts, or cross-platform device fleets requiring scheduled automated audits and priority response.

Custom SLA pricing scoped to fleet size, server count, and governance requirements.
Included in Service:
  • Fleet-wide Hunterboy deployment across Windows, Linux, and macOS nodes
  • Headless CI/CD pipeline integration with automated pull-request blocking
  • Custom internal vulnerability advisory mapping & air-gapped threat feeds
  • Dedicated senior security engineer with emergency WhatsApp / Slack SLA
  • Compliance-ready executive audit exports (SOC 2, ISO 27001, HIPAA alignment)
Contact Us for Quote

Ideal for: Growing startups, MSPs, IT departments, and organizations with 10+ devices ...

Active Exploit or Critical Production Incident?

PRIORITY RESPONSE

For urgent triage and hotfixing of active CVEs, connect directly with our emergency lead on WhatsApp.

WhatsApp Emergency Hotline
Defensive Knowledge Base

Frequently Asked Questions

Honest answers regarding Hunterboy's capabilities, operating system compatibility, threat intelligence feeds, and professional services.

Hunterboy is a modern, privacy-first software asset management and vulnerability discovery tool developed by Unroll Loop Technologies. It scans your computers, laptops, and servers to discover installed applications, runtimes, development tools, and libraries, maps their versions to authoritative vulnerability feeds (NVD, Google OSV, CISA KEV, GHSA), and highlights security weaknesses before attackers can exploit them.

Have a question not answered here?

Reach out to our security engineers directly.

Ask an Engineer
ZERO-COMPROMISE DEFENSE

Stop guessing. Start hunting vulnerabilities.

Discover your software exposure and take the next step towards a more secure environment across Windows, macOS, Linux, and mobile devices.

100% Local Discovery·Zero Telemetry·Signed Official Releases