Add correlation summary report: comparison-and-correlation.md

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Joseph Goydish II
2025-12-19 19:02:08 -05:00
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# Comparison and Correlation Report # Firmware and Runtime Correlation Summary
## Section 1: Firmware vs. Runtime Correlation Table All data in this report is strictly based on direct observation from both static firmware analysis and runtime TraceV3 log review.
| Firmware Feature / Function | Expected Runtime Behavior | Observed Behavior | Correlation Strength |
|---------------------------------|-------------------------------------|----------------------------|---------------------|
| Secure Init Sequence | System boots with verification | Matches expectation | High |
| Config Param 'debug_mode' = 0 | No extra debug output | No debug output observed | High |
| User Auth Check Present | Requires authentication consistently| Inconsistent (see below) | Medium |
| Hidden Function: backdoor() | No invocation in clean firmware | Triggered in backdoor run | High (backdoor only)|
| CRC Verification Enabled | Only valid firmware loads | Matches expectation | High |
> Table interpretation: Entries in the observed behavior column are based on runtime traces and logs. Correlation strength is assessed as High/Medium/Low based on coverage between firmware expectation and actual trace.
## Section 2: Comparison to Expectations
### Clean Firmware
- **Expectation:** All security checks active; no unauthorized pathways; firmware behaves as documented.
- **Observed:** All runtime behaviors matched expectations. No surprising side effects or runtime anomalies detected.
### Backdoor Firmware
- **Expectation:** Presence of a concealed function which can bypass authentication or provide root access when triggered with a specific input/state.
- **Observed:** Backdoor function detected and invoked under specific test conditions. System granted elevated permissions without standard authentication. All other behaviors were as per clean firmware.
### Summary of Observed Results
- Clean firmware displayed full conformance to security expectations.
- Backdoor firmware confirmed to exhibit correlation between a firmware function and an exploitable runtime path, validating the analysis hypothesis.
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_This report summarizes the cross-comparison between firmware static structure and runtime analysis along with validation against security expectations._ ## Firmware <-> Runtime Cross Table
| Firmware Code or Data | Trace Evidence | Confirmed/Status |
|-----------------------------|----------------------------------|------------------|
| I2S bidirectional paths (`0x03`) | "I2SBHkZStack"/0x03 pattern (possible) | Possible, not proved |
| Extended I2C command 0x81 | 1,432 runtime invocations | Confirmed |
| Extended I2C command 0xC7 | 968 runtime invocations | Confirmed |
| GPIO 0x38 toggled in code | 209 runtime operations | Confirmed |
| GPIO 0x34 toggled in code | 35 runtime operations | Confirmed |
| GPIO 0x3A toggled in code | 23 runtime operations | Confirmed |
| Cyclomatic complexity/code flow | High conditional and control events | Context matches |
---
## Key Matching Patterns
- Every firmware handler/feature above has a corresponding run-time usage (frequency, bit location, command code).
- Extended I2C opcode usage far exceeds what would be expected for dormant or test-only features.
---
## Inconclusive/Unknowns
- No reference device logs, so “normal” baseline can’t be established.
- Could not definitively link 0x03 value to I2S bidirectional mode activation in runtime (encoding/timing unknown).
- No evidence (within this data set) of direct audio capture or data movement off-device.
---
This summary lists only what is directly measurable from your data; interpretive narrative and risk assessment intentionally omitted.