SECUREFIX AI
Macro photograph of a dark printed circuit board with surface-mount chips
Static analysis · AI repair · Verification

Find Vulnerabilities.
Fix with Intelligence.
Verify with Confidence.

SecureFix AI helps developers detect security weaknesses in IoT firmware, understand the risks, generate safer code and verify every proposed fix.

Start Security Scan Explore How It Works
C · C++ · H
Source languages
5 levels
Severity scale
3 checks
Rescan · Build · Test
firmware/uart_cmd_handler.c
SCANNING
14void handle_set_name(const char *payload)
15{
16    strcpy(device_name, payload);CWE-120
17    uart_printf("name set: %s", device_name);
18}
19 
20void debug_console(void)
21{
22    char line[80];
23    gets(line);CWE-120
24}
25 
26uint8_t crc8(const uint8_t *d, size_t n)

1

Critical

1

High

pending

Rescan

Illustrative preview

Weakness classes

  • CWE-120Buffer copy without size check
  • CWE-78OS command injection
  • CWE-134Uncontrolled format string
  • CWE-330Insufficiently random values
  • CWE-126Buffer over-read
  • CWE-362Race condition (TOCTOU)

How it works

Five steps from unsafe code to a checked repair.

  1. 01 — UPLOAD

    Upload your C/C++ firmware source code.

  2. 02 — DETECT

    Analyse potentially unsafe coding patterns.

  3. 03 — EXPLAIN

    Understand the security issues and their impact.

  4. 04 — REPAIR

    Generate AI-assisted secure code suggestions.

  5. 05 — VERIFY

    Rescan and independently check proposed repairs.

Read the full process
Arduino-style IoT development board photographed from above

verify · handle_set_name()

Rescan0 findings

Compilepassed

Testsnot performed

Independent verification

A fix isn't finished until it's checked.

Every AI-proposed patch is rescanned, compiled and tested where tests exist. SecureFix reports exactly what was checked — and never calls code secure just because it compiles.

  • Verified by available checks

    Rescan clean, compiles, tests pass.

  • Findings remain

    The scanner still reports issues.

  • Compilation failed

    The patch breaks the build.

  • Testing not performed

    No tests exercised the change.

  • Manual review required

    Automated checks are inconclusive.

Product walkthrough

See a full scan, repair and verification.

Open the dashboard

    Chapters

  1. 00:00Uploading firmware sources
  2. 00:40Reading Flawfinder findings
  3. 01:25Generating an AI repair
  4. 02:10Rescan, compile and test
  5. 02:55Exporting the security report
Server racks with network cabling in a data centre

Why SecureFix AI

Secure firmware development should be accessible — combining static analysis, AI-assisted code repair and independent verification.

About the project

Detect. Repair. Verify. Secure.

Upload a C/C++ source file and see what static analysis finds.

Start Security Scan