46/100 CVSS 7.8 🔴 CVE ANALYSISPublished: July 28, 2026

`datamodel-code-generator` vulnerable to code injection via unescaped carriage return in `--extra-template-data` `comment` field

Summary datamodel-code-generator is vulnerable to code injection when a developer passes an --extra-template-data file whose comment value contains a literal \r (carriage return). The comment variable is rendered into a Python comment in six built-in templates with no line-terminator escaping. Python's tokenizer treats a bare CR as a physical-line ...

7.8

CVSS Score

MEDIUM

Threat Level

Priority /100

TBD

Exploited ITW

Monitor

CISA Status

Sources

🔵

HIGH-PRIORITY SECURITY ADVISORY — Priority Score: 46/100

CVSS 7.8 MEDIUM. SENTINEL APEX recommends immediate patch evaluation. Intelligence from 1 confirmed source(s).

📋 Executive Summary

⚡ Analyst Assessment — SENTINEL APEX v4.0

This report analyzes CVE-2026-54654 affecting pip datamodel-code-generator (CVSS 7.8, MEDIUM severity). No confirmed in-the-wild exploitation at the time of writing; prioritize on exposure, privilege, and CVSS. Corroborated across 1 source(s): github_advisories. Verify all specifics against the primary sources linked below before acting.

Intelligence sources: github_advisories

🧮 Severity Anatomy — CVSS 3.1 vector, decoded from the primary record

The base score summarizes severity in one number; the vector explains why. Each row below is a direct read of the official CVSS vector — verifiable against the NVD record.

Metric	Value	What it means for defenders
Attack Vector	Local `AV:L`	Requires local access — a shell, session, or local file/app interaction.
Attack Complexity	Low `AC:L`	No special conditions — reliably repeatable by an attacker.
Privileges Required	None `PR:N`	No authentication needed — pre-auth exploitation.
User Interaction	Required `UI:R`	A user must click, open, or visit something — social engineering component.
Scope	Unchanged `S:U`	Impact confined to the vulnerable component.
Confidentiality Impact	High `C:H`	Total loss of confidentiality — full data disclosure possible.
Integrity Impact	High `I:H`	Total loss of integrity — attacker can modify any data.
Availability Impact	High `A:H`	Total loss of availability — full denial of service possible.

🧬 Weakness Anatomy — CWE-94, the underlying flaw class

This vulnerability is classified as CWE-94: Code Injection in the primary record. The mechanics below are characteristic of this weakness class (per the MITRE CWE corpus), not a claim about a specific exploit observed against your environment.

How it's exploited	Attacker injects code that the application interprets and executes (eval-style), achieving arbitrary execution.
Detect & prevent	Never evaluate untrusted input; sandbox interpreters. Detect via anomalous interpreter activity and unexpected dynamic-code execution.

⚠️ Business Impact Analysis

⚠️ pip datamodel-code-generator users face material security risk requiring immediate remediation

🔗 Representative Attack Path

A typical attack path for this vulnerability class, mapped to MITRE ATT&CK. This is a representative model to guide detection and defense — not a claim of observed activity against a specific target. Confirm specifics against the primary sources below.

#	Phase	Attacker Action	MITRE
1	Reconnaissance	Attacker identifies exposed datamodel-code-generator instances via Shodan, Censys, or targeted scanning	`TA0043`
2	Initial Access	Exploitation of CVE-2026-54654 in pip datamodel-code-generator	`T1190`
3	Persistence	Backdoor, scheduled task, or new admin account created for persistent access	`T1053`
4	Command & Control	Attacker establishes persistent C2 channel using HTTPS or DNS tunneling	`T1071`
5	Impact / Objectives	Intellectual property theft, espionage, cryptomining, or preparation for future attack stage	`T1657`

⚠ Deep Dive Analysis

This high-severity vulnerability in pip datamodel-code-generator (CVSS 7.8) represents a significant attack surface. SENTINEL APEX assesses exploitation to be technically feasible with moderate effort. Organizations running datamodel-code-generator in internet-facing or privileged positions face immediate risk.

SENTINEL APEX URGENCY: ELEVATED. Score: 46/100 MEDIUM. Patch before exploitation activity begins.

🧠 Structured Intelligence Assessment

SENTINEL APEX analytical tradecraft separates verified fact from labeled assessment and states intelligence gaps explicitly. Confidence reflects evidentiary support, not certainty.

✔ Verified Facts

Affected CVE(s): CVE-2026-54654, CVE-2026-54654.
Affected technology: pip datamodel-code-generator.
CVSS base score of 7.8 assigned by an authoritative source.
2 indicator(s) of compromise extracted from source reporting.

🕸️ Correlated Observations

Vendor pip has been targeted in 49 prior CYBERDUDEBIVASH reports (recurring target)
Product datamodel-code-generator has been targeted in 2 prior CYBERDUDEBIVASH reports (recurring target)
Related prior intelligence: cve-2026-54691-pip-datamodel-code-generator (2 shared entities), cve-2026-54653-pip-datamodel-code-generator (2 shared entities)

🧩 Analyst Assessments

MEDIUM CONF Technical severity is assessed as high (CVSS 7.8); realized business impact depends on asset exposure and data classification.

❓ Intelligence Gaps

In-the-wild exploitation is unconfirmed as of this report.
Attribution to a specific threat actor is not established by the available evidence.
The source lacks sufficient technical detail for confident MITRE ATT&CK mapping.

🔮 Forward Outlook

MEDIUM CONF Given the repeated targeting pattern, further activity against this vendor/sector is probable.

🧬 Prior Intelligence Context

This report is correlated against CYBERDUDEBIVASH SENTINEL APEX's persistent analyst memory. The following entities have been tracked in prior intelligence:

Vendor pip — previously observed 49 times in CYBERDUDEBIVASH intelligence since 2026-07-06 (recent: cve-2026-54691-pip-datamodel-code-generator, cve-2026-54653-pip-datamodel-code-generator)
Product datamodel-code-generator — previously observed 2 times in CYBERDUDEBIVASH intelligence since 2026-07-28 (recent: cve-2026-54691-pip-datamodel-code-generator, cve-2026-54653-pip-datamodel-code-generator)

🎯 MITRE ATT&CK Mapping

Category	Mapping
Primary Tactic	Initial Access
Primary Technique	T1190 — Exploit Public-Facing Application
Sub-Technique	T1203 — Exploitation for Client Execution
Weakness (CWE)	CWE-94
Intel Type	🔴 CVE ANALYSIS
Source(s)	github_advisories

🔴 CVE Reference

CVE ID	Reference	Score
CVE-2026-54654	NVD →	7.8
CVE-2026-54654	NVD →	7.8

🏷️ Indicators of Compromise — Enriched IOC Feed

Normalized IOCs with confidence scoring. Block immediately across all enforcement points. SOC Pro subscribers receive enriched IOC bundles with full attribution and STIX 2.1 feeds.

Indicator Value	Type	Confidence	First Seen
https://docs.python.org/3/reference/lexical_analysis.html#physical-lines)),	url	82%	2026-07-28
docs.python.org	domain	75%	2026-07-28

🔍 Detection Rules — Sigma (SIEM)

Deploy to Splunk, Elastic, Microsoft Sentinel, or QRadar. SOC Pro subscribers receive pre-compiled SIEM-native query packs updated with each pipeline run.

Sigma YAMLtitle: CVE-2026-54654 Exploitation Attempt — pip datamodel-code-generator
id: e85d793d52501bc4-2531
status: experimental
description: Detects exploitation of CVE-2026-54654 in pip datamodel-code-generator. Priority: MEDIUM. Score: 46/100
author: CYBERDUDEBIVASH SENTINEL APEX v4.0 (bivash@cyberdudebivash.com)
date: 2026-07-28
references:
    - https://nvd.nist.gov/vuln/detail/CVE-2026-54654
    - https://blog.cyberdudebivash.in/
tags:
    - attack.initial_access
    - attack.t1190
    - cve-2026-54654
    - cve-2026-54654
logsource:
    category: webserver
detection:
    keywords:
        - 'CVE-2026-54654'
        - 'CVE-2026-54654'
        - 'cve-2026-54654'
    condition: keywords
falsepositives:
    - Security scanners
level: medium

📡 Detection Rules — YARA (Endpoint)

Deploy to endpoint detection platforms. Enterprise subscribers receive tuned, FP-validated YARA rule packs.

YARArule CVE_2026_54654_Exploitation {
    meta:
        description = "Detects artifacts related to CVE-2026-54654 exploitation in pip datamodel-code-generator"
        author      = "CYBERDUDEBIVASH SENTINEL APEX v4.0"
        date        = "2026-07-28"
        severity    = "HIGH"
        cvss        = "7.8"
        priority    = "46/100"
        threat_level = "MEDIUM"
        reference   = "https://nvd.nist.gov/vuln/detail/CVE-2026-54654"
    strings:
        $id_str  = "CVE-2026-54654" ascii nocase
        $product = "datamodel_code_generator" ascii nocase wide
    condition:
        any of them
}

🧠 Multi-Platform Detection Engineering

Evidence-driven detections mapped to MITRE ATT&CK, generated by the SENTINEL APEX Detection Engine — one validated rule per technique across SIEM, EDR, and network platforms. SOC Pro subscribers receive these as deploy-ready rule packs with each pipeline run.

Network Detection — Suricata

Suricata IDS/IPSalert http $HOME_NET any -> $EXTERNAL_NET any (msg:"CYBERDUDEBIVASH SENTINEL APEX - malicious URL https://docs.python.org/3/reference/lexical_analysis.html#physical-lines)),"; http.host; content:"docs.python.org"; nocase; http.uri; content:"/3/reference/lexical_analysis.html#physical-lines)),"; nocase; classtype:trojan-activity; sid:9000001; rev:1;)
alert dns $HOME_NET any -> any any (msg:"CYBERDUDEBIVASH SENTINEL APEX - malicious domain docs.python.org"; dns.query; content:"docs.python.org"; nocase; classtype:trojan-activity; sid:9000002; rev:1;)

🎯 Multi-Audience Intelligence Products

This single analysis is packaged for every stakeholder — from the boardroom to the SOC — plus a machine-readable feed for API and MSSP integration. Enterprise & SOC Pro subscribers receive these as structured deliverables.

🏛 Executive Advisory — CISO / Security Leadership

Affected CVE(s): CVE-2026-54654, CVE-2026-54654.
Affected technology: pip datamodel-code-generator.
CVSS base score of 7.8 assigned by an authoritative source.
2 indicator(s) of compromise extracted from source reporting.

Owner	Decision	Timeline
CISO / SOC Lead	Authorize response activation and detection deployment	Within 24h
Vulnerability Mgmt	Prioritize remediation/patching of pip assets	Within 7 days
Legal / Privacy	Assess regulatory notification obligations if in-scope data is at risk	Within 48h

📋 Board Brief

A high-severity cyber threat affects pip datamodel-code-generator.
Technical severity is rated 7.8/10.
Primary exposure is operational disruption, data loss, and potential regulatory liability (e.g. GDPR, NIS2, DORA, SOC 2) where in-scope systems are affected.
Mitigation depends on vendor guidance and compensating controls.
Recommended posture: authorize prioritized remediation and confirm detection coverage with the security team.

🛡 SOC Bulletin

Severity HIGH · Detection coverage: 0 technique(s) across behavioral analytics · 2 network rule(s)

P0: Block all 2 IOC(s) at firewall, proxy, DNS, and EDR simultaneously.
P1: Load the 2 Suricata network rule(s) at IDS/IPS choke points.
P1: Sweep 14 days of telemetry for the mapped ATT&CK techniques.
P2: Update threat-intel platform and downstream detection feeds with confirmed indicators.

⎋ Machine-readable intelligence: this report is available as a structured JSON package (MITRE ATT&CK, IOCs, multi-platform detections, analyst assessments) at /api/intel/products/cve-2026-54654-pip-datamodel-code-generator.json — built for SIEM, SOAR, and MSSP integration.

🛡️ SOC Response Playbook

1IMMEDIATE (0-1hr): Identify all instances of datamodel-code-generator in your environment via CMDB/asset inventory
2IMMEDIATE: Block all 2 IOCs in this report at firewall, proxy, DNS, and EDR simultaneously
3IMMEDIATE (0-1hr): Apply vendor patch — no maintenance window exception for MEDIUM threats
4IMMEDIATE (1-2hr): If no patch available: implement WAF rules, ACLs, or network-level compensating controls
5SHORT-TERM (2-4hr): Deploy Sigma detection rule to SIEM — validate alert generation in test environment
6SHORT-TERM (4-8hr): Review logs for exploitation indicators (anomalous datamodel-code-generator requests, error spikes)
7SHORT-TERM (8-24hr): Hunt for post-exploitation: new admin accounts, scheduled tasks, lateral movement
8MONITOR: Subscribe to pip security advisories for patch updates
9ONGOING: Track SENTINEL APEX intelligence feed for follow-on campaigns targeting datamodel-code-generator

📎 Intelligence References

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⚡ CYBERDUDEBIVASH SENTINEL APEX v4.0

Intelligence report generated by CYBERDUDEBIVASH SENTINEL APEX v4.0
Report ID: SENTINEL-CVE-2026-54654-2026-07-28 | Priority: 46/100 MEDIUM | Sources: 1
© 2026 CYBERDUDEBIVASH PRIVATE LIMITED
Republication requires written attribution to CYBERDUDEBIVASH SENTINEL APEX

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