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Third-Party Software Security Review — SCORPIOX CODE

FieldValue
SoftwareSCORPIOX CODE
TypeAI-Powered Development Tool / CLI Platform
LanguagePure C (zero external dependencies)
Audit Date2026-04-30
Codebase Commit60a9c0539b7611894c0f11654dd3a991fb1b2098
ClassificationCONFIDENTIAL — For Corporate Review Only

1. Executive Summary

This report presents the results of a comprehensive security audit of SCORPIOX CODE, an AI-powered development CLI platform written in pure C. The audit was conducted on commit 60a9c05 across 14 independent analysis domains using automated security agents, covering supply chain integrity, build provenance, network exposure, cryptographic security, credential management, file I/O, buffer safety, memory safety, command injection, privilege management, Windows deployment, telemetry behavior, install script security, and the WPF desktop launcher.

Key Findings

The codebase demonstrates strong security fundamentals for a C-based application:

However, several areas require attention:

Overall Risk Rating: LOW-MEDIUM

The majority of critical and high findings are confined to Linux-only components (container runtime, VM runner, traffic proxy) that are not deployed on Windows workstations. When scoped to Windows deployment, the risk profile is LOW.


2. Deployment Scope

2.1 Windows Workstation (Primary Deployment)

The following binaries are deployed on Windows workstations:

BinaryPurpose
sx.exe (also scorpiox.exe)Primary TUI — AI chat interface
scorpiox-bash.exeCross-platform shell command execution
scorpiox-busybox.exeUnix tool manager for Windows
scorpiox-screenshot.exeScreen capture utility
scorpiox-vi.exeText editor
scorpiox-config.exeConfiguration manager
scorpiox-websearch.exeWeb search via fetch
scorpiox-fetch.exeURL content fetcher
scorpiox-renderimage.exeImage rendering utility
scorpiox-pwsh.exeRemote PowerShell via REST
scorpiox-wsl.exeWSL2 stateless execution manager

Additional Windows-compiled binaries include: scorpiox-tmux.exe, scorpiox-multiplexer.exe, scorpiox-voice.exe, scorpiox-server.exe, scorpiox-otp.exe, scorpiox-transcript.exe, scorpiox-conv.exe, scorpiox-rewind.exe, scorpiox-debug.exe, scorpiox-logger.exe, scorpiox-printlogs.exe, scorpiox-systemprompt.exe, scorpiox-search.exe, scorpiox-agent.exe, scorpiox-tasks.exe, scorpiox-skills.exe, scorpiox-planmode.exe, scorpiox-askuserquestion.exe, scorpiox-gemini.exe, scorpiox-mcp.exe, scorpiox-beam.exe, scorpiox-host.exe, scorpiox-openai.exe, scorpiox-email.exe, scorpiox-usage.exe, scorpiox-emit-session.exe, scorpiox-frp.exe, scorpiox-hook.exe, scorpiox-vault-git.exe, scorpiox-mirror-git.exe, scorpiox-dns.exe, scorpiox-kql.exe, scorpiox-sdk.exe, and various token-fetcher utilities.

2.2 Linux-Only Binaries (Not Deployed on Windows)

BinaryPurposeKey Risk
scorpiox-unshareContainer runtimeCritical — --privileged mode, minimal seccomp
scorpiox-vmKVM virtual machine runnerRequires root/KVM access
scorpiox-initContainer init processPID 1 inside containers
scorpiox-sshpassSSH password automationPassword handling
scorpiox-trafficMITM traffic capture proxyTLS verification disabled
scorpiox-podmanPodman integrationContainer management
scorpiox-docsDocumentation generatorBuild-time only
scorpiox-runtestTest runnerDevelopment only
scorpiox-executecurlCurl execution wrapperDevelopment only
scorpiox-cronCron job managerServer-side only
scorpiox-whatsappWhatsApp bridgeServer-side only

2.3 Windows-Filtered Findings

When scoped to Windows workstation deployment only, findings reduce significantly:

SeverityAll PlatformsWindows Only
Critical21
High84
Medium3724
Low5337
Total (excl. Info)10066

The Critical container runtime finding (C-01) and both High container hardening findings (H-01, H-02) are Linux-only and do not apply to Windows deployments.


3. Changes Since Last Audit

FieldPrevious (2026-04-29)Current (2026-04-30)Delta
Commitca3fe9b60a9c05
Lines of Code (Total)403,876405,182+1,306
Lines of Code (Project)173,858147,742−26,116¹
Lines of Code (Vendor)230,018228,140−1,878
Total Findings207209+2
Critical02+2
High78+1
Medium2837+9
Low3753+16
Info135109−26
Overall RiskLOW-MEDIUMLOW-MEDIUMUnchanged
Windows Findings (C+H+M+L)5966+7

¹ Project line count methodology may differ between audits; file scope adjustments can affect totals.

Notable Changes:

4. Supply Chain & Dependencies

Agent: supply-chain | Risk: LOW

The project has a minimal supply chain footprint with zero external runtime dependencies. All third-party code is vendored directly into the repository.

Vendored Libraries

LibraryVersionLicenseLinesStatus
Mbed TLS3.6.6Apache-2.0 / GPL-2.0+208,584✅ Current (LTS, released 2026-03-31)
yyjson0.12.0MIT19,556✅ Current
stb_image2.30MIT / Public Domain~8,000✅ Current

Package Managers

ManagerFileExternal DepsRisk
CMakeCMakeLists.txtCURL, Threads, X11, Python3 (build-time)INFO — Standard system deps
npmbridge/package.json2 packages (baileys, qrcode-terminal)LOW — Optional bridge component

Key Findings


5. Build System & Code Provenance

Agent: build-provenance | Risk: LOW

Security Compiler Flags

FlagStatusNotes
-Wall -WextraGlobal warnings enabled
-fstack-protector-strongStack canaries on all targets
-D_FORTIFY_SOURCE=2Release builds
-fcf-protectionGCC only, control-flow enforcement
-Wl,-z,relro,-z,nowFull RELRO
-Wl,-z,noexecstackNon-executable stack
-O2Release optimization
-fPIE / -pieNot set for static builds
-Wformat-securityNot explicitly set

Build Integrity

Findings

IDSeverityFinding
BP-01LOWPIE/ASLR not enabled — static binaries at fixed addresses
BP-02INFObridge/Makefile lacks linker hardening flags
BP-03INFORelease builds use -O2 (appropriate for security-sensitive C)

6. Network Endpoints

Agent: network-endpoints | Risk: MEDIUM

The codebase contains 79 unique hardcoded network endpoints across 38 source files.

External IP Addresses

IPFilePurposeSeverity
20.53.240.54sx_config_embedded.cTCP relay server (Azure)CRITICAL
8.8.8.8scorpiox-dns.cGoogle DNS resolverLOW
1.1.1.1scorpiox-dns.cCloudflare DNS resolverLOW

External API Endpoints

ProviderEndpointSeverity
Anthropicapi.anthropic.com/v1/messagesMEDIUM
Googlegenerativelanguage.googleapis.com/v1betaMEDIUM
OpenAIchatgpt.com/backend-api/codex/responsesMEDIUM
Z.AIapi.z.ai/api/anthropicMEDIUM

Plaintext HTTP Endpoints

EndpointPurposeSeverity
http://127.0.0.1:* (multiple)Internal API servers, proxiesHIGH (3 findings)

All internal service endpoints bind to localhost (127.0.0.1) only, limiting exposure. External API calls use HTTPS exclusively.

Recommendation: Replace the hardcoded IP 20.53.240.54 with a DNS hostname for operational flexibility. Add TLS to localhost services where feasible.

7. TLS/SSL Security

Agent: tls-security | Risk: MEDIUM

TLS Configuration

The application uses a centralized TLS helper (sx_tls.h) that enforces:

Findings

IDSeverityFinding
FINDING-01HIGHGlobal TLS verification kill-switch via SX_TLS_VERIFY=0 config key disables certificate verification for all HTTPS connections
FINDING-02MEDIUMTraffic proxy disables TLS verification in child processes (NODE_TLS_REJECT_UNAUTHORIZED=0) — Linux-only tool
FINDING-03MEDIUMSMTP server offers AUTH PLAIN over plaintext on port 25
FINDING-04MEDIUMOutbound MX delivery uses opportunistic TLS with optional certificate verification
FINDING-05LOWWebSocket-to-TCP bridge (ws2tcp) has no TLS support
FINDING-06LOWToken fetch over raw TCP (no TLS) between localhost processes
FINDING-07LOWMX delivery uses TLS 1.0 minimum instead of 1.2
Recommendation: Remove or restrict the global TLS verification kill-switch (SX_TLS_VERIFY). Consider per-endpoint overrides instead. Enforce TLS 1.2+ for all outbound connections.

8. Hardcoded Credentials

Agent: credential-hardcode | Risk: LOW No actual secrets (passwords, API keys, tokens) are hardcoded. The architecture uses a configuration system where sensitive fields are defined as empty strings, with runtime population via environment variables or remote token endpoints.

Findings

IDSeverityFinding
FINDING-01LOWHardcoded TCP server IP address 20.53.240.54 in embedded config
FINDING-02LOWInternal network IPs and usernames in build scripts (RFC1918 addresses)
FINDING-03INFOInternal service domain names embedded as defaults
FINDING-04INFOAll API key fields properly empty — positive finding
FINDING-05INFOTCP token fetch credentials not stored to disk
FINDING-06INFOAPI keys redacted in log output
Assessment: The credential management architecture is well-designed. No credential exposure risk.

9. File I/O & Data Handling

Agent: file-io | Risk: LOW

Positive Patterns

Findings

IDSeverityFinding
FIO-002LOW34 /dev/null open() calls without O_CLOEXEC (pre-exec, negligible risk)
FIO-005MEDIUMPredictable /tmp paths vulnerable to symlink attacks in multi-user environments
FIO-006MEDIUMTraffic capture logs API request/response bodies to disk without cleanup policy
FIO-007MEDIUMSession conversation data stored in plaintext JSON files
FIO-008LOWConfig snapshot includes all values (sensitive redacted, but file written to user dir)
Recommendation: Use $XDG_RUNTIME_DIR for temporary files where available. Consider encrypting session data at rest.

10. Buffer Safety

Agent: buffer-safety | Risk: LOW

Function Usage Statistics (Non-Vendor Code — 224 files)

FunctionCountSafety
snprintf2,234✅ Safe
strncpy601✅ Safe
strncat14✅ Safe
sprintf1⚠️ Safe in context
strcpy / strcat / gets / scanf0
Safe:Unsafe ratio = 2,849:1 — Excellent.

Findings

IDSeverityFinding
BUF-01MEDIUMUnvalidated network-controlled malloc size in tb4_test.c (test utility, not production)
BUF-02LOWSingle sprintf in scorpiox-vm.c:369 — safe in context (fixed-size hex output)
BUF-03LOWVendor sprintf fallback in yyjson (pre-C99 compilers only)
BUF-04INFO221 large stack buffers (≥4096 bytes) — all used with bounds-checked operations

11. Memory Safety

Agent: memory-safety | Risk: LOW

Allocation Statistics

MetricCount
malloc() call sites298
calloc() call sites99
realloc() call sites111
free() call sites1,430
strdup()/sx_strdup() sites427

Findings

IDSeverityFinding
MEM-01INFOAll 298 malloc() and 99 calloc() sites have proper NULL checks ✅
MEM-02INFOAll 111 realloc() sites use safe temporary-variable pattern ✅
MEM-03INFOCustom sx_strdup() wrapper aborts on OOM — eliminates NULL dereference risk ✅
MEM-04LOWMinor memory leak potential in error paths of scorpiox-email.c
MEM-05LOWWASM executor cleanup relies on process exit in some error paths
MEM-06INFONo confirmed use-after-free or double-free vulnerabilities found
MEM-07INFOfree(NULL) safety used correctly throughout codebase
Assessment: Memory safety discipline is exemplary for a C codebase of this size.

12. Command Injection

Agent: command-injection | Risk: MEDIUM

Summary

SeverityCountDescription
High2Windows system()/popen() with network-influenced input (git operations, file browser)
Medium5Config-controlled values reaching system() on Windows (SSH probes, tool checks)
Low5Local-only risk paths (interactive shell escape, popen with prefix-validated filenames)
Info2Intentional design features, sanitized SSH calls

Key Findings

IDSeverityFindingPlatform
CJ-05HIGHscorpiox-server.c — git operations via system() with repository names from HTTP APIWindows
CJ-06HIGHscorpiox-renderimage.csystem() with file paths on WindowsWindows
CJ-03MEDIUMscorpiox-tmux.c — SSH probe via system() with config valuesWindows
CJ-04MEDIUMscorpiox-tmux.c — SSH directory check via system()Windows
CJ-07MEDIUMsx.csx_tool_exists() uses system("where ...") without validationWindows
CJ-08MEDIUMscorpiox-search.cpopen() with search query interpolationWindows
CJ-09MEDIUMscorpiox-server.c — additional git system() pathsWindows

Positive Security Patterns

Recommendation: Migrate Windows code paths from system()/_popen() to CreateProcess() with explicit lpApplicationName or _spawnvp() with argv arrays.

13. Privilege & Access Control

Agent: privilege-access | Risk: MEDIUM

Container Runtime (scorpiox-unshare — Linux Only)

IDSeverityFinding
C-01CRITICAL--privileged mode bypasses user namespace isolation — full host root access
H-01HIGHSeccomp filter only blocks 2 syscalls (vs. 40+ in Docker/Podman defaults)
H-02HIGHOnly CAP_IPC_LOCK dropped from capability bounding set
M-01MEDIUMWSL execution runs as root user
M-02MEDIUMNo cgroup or IPC namespace isolation
M-03MEDIUMscorpiox-vm KVM device access requires root/KVM group
M-04MEDIUMContainer --net host flag disables network isolation
L-01LOWscorpiox-thunderbolt4 hard-requires root
L-02LOWsystem() calls on Windows code paths
L-03LOWUnix domain sockets in /tmp
L-04LOWConfig file chmod failure not checked
Note: All Critical and High findings in this section are Linux-only and do not affect Windows workstation deployments. The container runtime (scorpiox-unshare) and VM runner (scorpiox-vm) are not compiled for Windows. Recommendation: Expand seccomp blocklist to match Docker defaults. Drop all non-essential capabilities. Add confirmation gate for --privileged mode.

14. Windows Deployment Analysis

Agent: windows-deployment | Risk: LOW

Windows Binary Inventory

Windows-Specific Security Assessment

CategoryAssessment
Network communicationAll HTTPS with standard TLS ✅
Self-update mechanismSHA256 verification with fail-closed ✅
Server binariesSupport authentication ✅
Configuration cascadeStandard pattern (compiled → file → env) ✅
Installation path%LOCALAPPDATA%\scorpiox — no admin required ✅
Windows FirewallServer binaries prompt for approval ✅

Findings

All 7 findings are INFO severity:

FindingDescription
Self-updateSHA256-verified download from HTTPS endpoint
WinInetSystem TLS validation, no certificate pinning (standard)
Token fetchersContact OAuth endpoints via Winsock
Telemetry binariesDisabled by default, use HTTPS when enabled
Server binariesOpen listening sockets (firewall-gated)
BusyboxCreates tool copies in bin/ directory
Config cascadeStandard config loading from multiple locations

15. Telemetry and Tracking

Agent: telemetry-tracking | Risk: LOW

Default State: No Tracking

Config KeyDefaultEffect
USAGE_TRACKING0 (OFF)Token usage reporting — disabled
EMIT_SESSION_TRACKING0 (OFF)Full conversation telemetry — disabled
WA_BRIDGE_AUTO_UPDATEon-demandWhatsApp bridge — download only when feature used

When Enabled (Opt-in)

Usage Tracking (USAGE_TRACKING=1): Session Telemetry (EMIT_SESSION_TRACKING=1):

Findings

IDSeverityFinding
TEL-01LOWUsage tracking sends hostname and username when enabled
TEL-02LOWSession telemetry sends full conversation content when enabled
TEL-03INFOBoth tracking features disabled by default ✅
TEL-04INFONo mandatory data collection ✅
TEL-05INFONo auto-update daemon or scheduled tasks ✅
TEL-06INFONo clipboard, browser history, or file system scanning ✅
TEL-07INFOWhatsApp bridge binary downloaded only on explicit use ✅
TEL-08INFOHook system runs local scripts only (no network) ✅
Assessment: The telemetry architecture is well-designed with clear opt-in semantics. No data leaves the machine without explicit operator configuration.

16. Install Script & Distribution Security

Agent: install-script | Risk: LOW-MEDIUM

Distribution Channels

PlatformMethodInstall Path
Linuxcurl \bash/usr/local/bin (sudo)
macOScurl \bash~/.scorpiox (user-space)
Windowsiwr \iex (PowerShell)%LOCALAPPDATA%\scorpiox

Security Measures

Findings

IDSeverityFinding
IS-01MEDIUMNo cryptographic code signing (GPG, cosign, Authenticode) on any release artifacts
IS-02MEDIUMSHA256 sidecar files served from same origin as archives (single point of compromise)
IS-03MEDIUM--no-verify flag allows bypassing SHA256 verification (Linux/macOS)
IS-04LOWNo atomic install — interrupted download can leave partial state
IS-05LOWNo cleanup trap on SIGINT/SIGTERM
IS-06LOWWindows updater uses -ExecutionPolicy Bypass
IS-07LOWNo build reproducibility documentation
IS-08LOWmacOS installer modifies shell config without backup
IS-09LOWBranch index file index.txt is unauthenticated
Recommendation: Implement cryptographic code signing (Authenticode for Windows, GPG for Linux). Publish checksums via an independent channel. Remove the --no-verify bypass flag.

17. Consolidated Risk Matrix

#AreaFindingSeverityStatusPlatformRecommendation
1PrivilegeContainer --privileged bypasses all isolationCRITICALOpenLinuxAdd confirmation gate; remove from production builds
2NetworkHardcoded public IP 20.53.240.54 for TCP relayCRITICALOpenAllReplace with DNS hostname
3PrivilegeSeccomp filter blocks only 2 syscallsHIGHOpenLinuxExpand to Docker-equivalent blocklist
4PrivilegeOnly CAP_IPC_LOCK dropped from capabilitiesHIGHOpenLinuxDrop all non-essential capabilities
5TLSGlobal TLS verification kill-switch (SX_TLS_VERIFY=0)HIGHOpenAllRestrict to debug builds or remove
6NetworkPlaintext HTTP for localhost inter-service communication (3 instances)HIGHOpenAllAdd TLS to localhost services
7Command Injectionscorpiox-server.c git ops via system() with HTTP inputHIGHOpenWindowsUse CreateProcess() with argv
8Command Injectionscorpiox-renderimage.c system() with file pathsHIGHOpenWindowsUse _spawnvp() with argv
9Command InjectionSSH probe via system() with config values (tmux)MEDIUMOpenWindowsUse CreateProcess()
10Command Injectionsx_tool_exists() uses system("where ...")MEDIUMOpenWindowsUse _spawnvp()
11Command Injectionpopen() with search query interpolationMEDIUMOpenWindowsSanitize input or use argv
12TLSTraffic proxy disables TLS in child processesMEDIUMOpenLinuxUse injected CA bundle only
13TLSSMTP AUTH over plaintext on port 25MEDIUMOpenAllRequire STARTTLS for AUTH
14TLSOpportunistic TLS for outbound MX deliveryMEDIUMOpenAllEnforce TLS 1.2+ for MX
15File I/OPredictable /tmp paths (symlink attacks)MEDIUMOpenLinuxUse $XDG_RUNTIME_DIR
16File I/OTraffic logs contain API request/response bodiesMEDIUMOpenLinuxAdd cleanup policy
17File I/OSession data stored in plaintext JSONMEDIUMOpenAllConsider encryption at rest
18InstallNo cryptographic code signingMEDIUMOpenAllImplement Authenticode/GPG signing
19InstallSHA256 sidecar from same originMEDIUMOpenAllPublish via independent channel
20Install--no-verify bypass flagMEDIUMOpenLinux/macOSRemove or restrict
21BufferUnvalidated network malloc size (test utility)MEDIUMOpenAllAdd upper bound check
22PrivilegeWSL execution runs as rootMEDIUMOpenWindowsCreate non-root user in container
23PrivilegeNo cgroup/IPC namespace isolationMEDIUMOpenLinuxAdd namespace flags
24Privilege--net host disables network isolationMEDIUMOpenLinuxWarn or require confirmation
25WPFInstall script URL lacks HTTPS schemeMEDIUMOpenWindowsAdd https:// prefix
26WPFMachine hostname sent to telemetry endpointMEDIUMOpenWindowsAdd opt-out mechanism
27WPFError stack traces sent to remote endpointMEDIUMOpenWindowsSanitize before sending
28NetworkExternal API endpoints hardcoded as defaults (6)MEDIUMOpenAllMake fully configurable
29BuildPIE/ASLR not enabled for static buildsLOWOpenLinuxAdd -fPIE/-pie flags
30CredentialHardcoded TCP relay IP in configLOWOpenAllUse DNS hostname
31CredentialInternal IPs/usernames in build scriptsLOWOpenN/ARemove from repository
32Supply Chainnpm semver range (^7.0.0) for baileysLOWOpenN/APin exact version
33TelemetryHostname/username sent when tracking enabledLOWOpenAllHash or anonymize
34TelemetryFull conversation content sent when session tracking enabledLOWOpenAllDocument clearly; add consent

18. Conclusion & Recommendations

Overall Assessment

SCORPIOX CODE demonstrates strong security engineering for a C-based application of its scale (147,742 lines of project code). The codebase exhibits disciplined memory management, comprehensive bounds checking, and well-structured credential handling. The absence of hardcoded secrets, disabled-by-default telemetry, and SHA256-verified distribution pipeline represent mature security practices.

Risk Summary

Deployment ContextRisk Rating
Windows WorkstationLOW
Full Platform (incl. Linux server)LOW-MEDIUM

Priority Recommendations

High Priority (address before deployment):
  • Restrict TLS verification kill-switch — The SX_TLS_VERIFY=0 global toggle should be removed or restricted to debug builds. This is the highest-impact finding affecting Windows deployments.
  • Migrate Windows system()/popen() calls to CreateProcess() — The command injection surface on Windows is the primary code-level risk for workstation deployments.
  • Replace hardcoded IP with DNS hostname — The TCP relay IP 20.53.240.54 should use a DNS name for operational flexibility and to avoid infrastructure disclosure.
  • Medium Priority (address in next release cycle):
  • Implement code signing — Authenticode for Windows binaries, GPG for Linux/macOS archives
  • Publish checksums via independent channel — Separate the integrity verification from the distribution origin
  • Encrypt session data at rest — Conversation history is stored in plaintext JSON
  • Remove --no-verify bypass from install scripts
  • Low Priority (continuous improvement):
  • Expand container runtime seccomp and capability controls (Linux-only)
  • Add PIE/ASLR support for static builds
  • Add atomic install with signal trap cleanup
  • Anonymize hostname/username in usage tracking data
  • Deployment Approval

    Based on this audit, SCORPIOX CODE is suitable for Windows workstation deployment with the following conditions:

  • Ensure SX_TLS_VERIFY is not set to 0 in any deployment configuration
  • Ensure USAGE_TRACKING and EMIT_SESSION_TRACKING remain 0 unless explicitly approved
  • Review Windows Firewall rules for any server-mode binaries
  • Monitor for code signing implementation in future releases

  • 19. Appendix: Audit Methodology

    Agents Deployed

    #AgentScopeMethod
    1supply-chainPackage managers, vendored libs, pre-built binariesDependency enumeration, version verification, CVE check
    2build-provenanceBuild system, compiler flags, Docker configsStatic analysis of CMake/Dockerfile/Makefile
    3network-endpointsHardcoded URLs, IPs, domains, portsPattern matching across all source files
    4tls-securityTLS configuration, cert verification, cipher suitesCode path analysis for all TLS callsites
    5credential-hardcodeAPI keys, passwords, tokens, secretsPattern scan + semantic analysis
    6file-ioFile operations, temp files, permissionsStatic analysis of all open/fopen/mkstemp calls
    7buffer-safetysprintf/strcpy, stack buffers, format stringsFunction usage enumeration + bounds verification
    8memory-safetymalloc NULL checks, use-after-free, double-freeAllocation site tracing + pattern matching
    9command-injectionsystem(), popen(), exec*() call sitesSink-source analysis for all execution functions
    10privilege-accesssetuid, capabilities, namespaces, process spawningPrivilege escalation path analysis
    11windows-deploymentWindows-compiled binaries, APIs, deployment scopePlatform-specific code path enumeration
    12telemetry-trackingPhone-home behavior, data collection, trackingNetwork call analysis + config default verification
    13install-scriptInstall/update scripts, distribution pipelineScript analysis + HTTP security verification
    14wpf-launcherWPF desktop application, P/Invoke, download security.NET code analysis + marshalling review

    Scope

    Severity Classification

    SeverityDefinition
    CriticalImmediate exploitability with high impact; requires urgent remediation
    HighSignificant security weakness; should be remediated before production deployment
    MediumModerate risk; should be addressed in the next release cycle
    LowMinor concern; address as part of continuous improvement
    InfoPositive finding, architectural observation, or design documentation

    Report generated 2026-04-30 by automated security audit pipeline. All findings are based on static code analysis and may not reflect runtime behavior.