T1641 Data ManipulationCAUTION
Open-source AI-powered offensive security harness for automated penetration testing.
Overview
Open-source AI-powered offensive security harness for automated penetration testing.
eaf7d03223fcOBSERVED · 2026-10-18What it tells the agent
The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.
--- name: "T1641_data-manipulation" description: "Adversaries may insert, delete, or alter data in order to manipulate external outcomes or hide activity." category: "business-logic" version: "18.1" author: "cyberstrike-official" tags: - mitre-attack - mobile - t1641 - impact - android technique_id: "T1641" tactic: "impact" all_tactics: - impact platforms: - Android mitre_url: "https://attack.mitre.org/techniques/T1641" tech_stack: - android cwe_ids: - CWE-400 chains_with: - T1641.001 prerequisites: [] severity_boost: T1641.001: "Chain with T1641.001 for deeper attack path" --- # T1641 Data Manipulation ## High-Level Description Adversaries may insert, delete, or alter data in order to manipulate external outcomes or hide activity. By manipulating data, adversaries may attempt to affect a business process, organizational understanding, or decision making. The type of modification and the impact it will have depends on the target application, process, and the goals and objectives of the adversary. For complex systems, an adversary would likely need special expertise and possibly access to specialized software related to the system, typically gained through a prolonged information gathering campaign, in order to have the desired impact. ## Kill Chain Phase - Impact (TA0034) **Platforms:** Android ## What to Check - [ ] Identify if Data Manipulation technique is applicable to target mobile environment - [ ] Check Android devices for indicators of Data Manipulation - [ ] Verify mitigations are bypassed or absent (1 known mitigations) - [ ] Assess detection coverage (1 detection strategies) ## How to Test ### Identify Attack Surface Determine if the target mobile environment is susceptible to Data Manipulation by examining the target platforms (Android). ### Assess Existing Defenses Review whether mitigations for T1641 are in place. If defenses are absent or misconfigured, this technique may be exploitable. ## Remediation Guide ### M1006 Use Recent OS Version Recent OS versions have limited access to certain APIs unless certain conditions are met, making Data Manipulation more difficult ## Detection ### Detection of Data Manipulation ## Risk Assessment | Finding | Severity | Impact | | -------------------------------------- | -------- | ------ | | Data Manipulation technique applicable | Low | Impact | ## CWE Categories | CWE ID | Title | | ------- | --------------------------------- | | CWE-400 | Uncontrolled Resource Consumption | ## References - [MITRE ATT&CK Mobile - T1641](https://attack.mitre.org/techniques/T1641)
Trust audit
CAUTIONgrade B · trust 89/100 Install with care. The audit found things worth knowing before you trust its output.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | WARN |
| L1 | Static analysis of the code | NA |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- none-observed
- Network
- none-observed
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (5)
packages/app/public/apple-touch-icon-v3.png
packages/app/public/apple-touch-icon.png
packages/app/public/favicon-96x96-v3.png
packages/app/public/favicon-96x96.png
packages/app/public/favicon-v3.ico
Gates applied: no_behavioural_pass.
eaf7d03223fcfull audit observations/trust-audit/skill/cyberstrikeus__t1641_data-manipulation.json · Report an issue / request a re-scanAudit history
Every audit this skill has had.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-18 | eaf7d03223fc | CAUTION | B | 89 | first audit |
Questions
What does the T1641 Data Manipulation skill do?
Open-source AI-powered offensive security harness for automated penetration testing.
Is T1641 Data Manipulation safe to install?
With care. The audit graded it B (89/100) and found 5 things worth knowing before you trust this skill, listed below with the exact line each was found on.
What can T1641 Data Manipulation access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (eaf7d03223fc), read on 2026-10-18. The repository is watched, and a new audit runs when it changes — this is the first audit.
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Shows this page's audit result and links back to it. It updates when the audit does.
[](https://modelsatlas.com/skills/cyberstrikeus/t1641-data-manipulation/)
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