Add 30 new production-grade cybersecurity skills: AI security, supply chain, firmware, cloud-native, compliance, deception, crypto, threat hunting, purple team, OT, privacy

This commit is contained in:
mukul975
2026-03-19 19:14:25 +01:00
parent d43cc7a766
commit d833f0eab9
125 changed files with 47874 additions and 334 deletions
@@ -0,0 +1,201 @@
Apache License
Version 2.0, January 2004
http://www.apache.org/licenses/
TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
1. Definitions.
"License" shall mean the terms and conditions for use, reproduction,
and distribution as defined by Sections 1 through 9 of this document.
"Licensor" shall mean the copyright owner or entity authorized by
the copyright owner that is granting the License.
"Legal Entity" shall mean the union of the acting entity and all
other entities that control, are controlled by, or are under common
control with that entity. For the purposes of this definition,
"control" means (i) the power, direct or indirect, to cause the
direction or management of such entity, whether by contract or
otherwise, or (ii) ownership of fifty percent (50%) or more of the
outstanding shares, or (iii) beneficial ownership of such entity.
"You" (or "Your") shall mean an individual or Legal Entity
exercising permissions granted by this License.
"Source" form shall mean the preferred form for making modifications,
including but not limited to software source code, documentation
source, and configuration files.
"Object" form shall mean any form resulting from mechanical
transformation or translation of a Source form, including but
not limited to compiled object code, generated documentation,
and conversions to other media types.
"Work" shall mean the work of authorship, whether in Source or
Object form, made available under the License, as indicated by a
copyright notice that is included in or attached to the work
(an example is provided in the Appendix below).
"Derivative Works" shall mean any work, whether in Source or Object
form, that is based on (or derived from) the Work and for which the
editorial revisions, annotations, elaborations, or other modifications
represent, as a whole, an original work of authorship. For the purposes
of this License, Derivative Works shall not include works that remain
separable from, or merely link (or bind by name) to the interfaces of,
the Work and Derivative Works thereof.
"Contribution" shall mean any work of authorship, including
the original version of the Work and any modifications or additions
to that Work or Derivative Works thereof, that is intentionally
submitted to the Licensor for inclusion in the Work by the copyright owner
or by an individual or Legal Entity authorized to submit on behalf of
the copyright owner. For the purposes of this definition, "submitted"
means any form of electronic, verbal, or written communication sent
to the Licensor or its representatives, including but not limited to
communication on electronic mailing lists, source code control systems,
and issue tracking systems that are managed by, or on behalf of, the
Licensor for the purpose of discussing and improving the Work, but
excluding communication that is conspicuously marked or otherwise
designated in writing by the copyright owner as "Not a Contribution."
"Contributor" shall mean Licensor and any individual or Legal Entity
on behalf of whom a Contribution has been received by the Licensor and
subsequently incorporated within the Work.
2. Grant of Copyright License. Subject to the terms and conditions of
this License, each Contributor hereby grants to You a perpetual,
worldwide, non-exclusive, no-charge, royalty-free, irrevocable
copyright license to reproduce, prepare Derivative Works of,
publicly display, publicly perform, sublicense, and distribute the
Work and such Derivative Works in Source or Object form.
3. Grant of Patent License. Subject to the terms and conditions of
this License, each Contributor hereby grants to You a perpetual,
worldwide, non-exclusive, no-charge, royalty-free, irrevocable
(except as stated in this section) patent license to make, have made,
use, offer to sell, sell, import, and otherwise transfer the Work,
where such license applies only to those patent claims licensable
by such Contributor that are necessarily infringed by their
Contribution(s) alone or by combination of their Contribution(s)
with the Work to which such Contribution(s) was submitted. If You
institute patent litigation against any entity (including a
cross-claim or counterclaim in a lawsuit) alleging that the Work
or a Contribution incorporated within the Work constitutes direct
or contributory patent infringement, then any patent licenses
granted to You under this License for that Work shall terminate
as of the date such litigation is filed.
4. Redistribution. You may reproduce and distribute copies of the
Work or Derivative Works thereof in any medium, with or without
modifications, and in Source or Object form, provided that You
meet the following conditions:
(a) You must give any other recipients of the Work or
Derivative Works a copy of this License; and
(b) You must cause any modified files to carry prominent notices
stating that You changed the files; and
(c) You must retain, in the Source form of any Derivative Works
that You distribute, all copyright, patent, trademark, and
attribution notices from the Source form of the Work,
excluding those notices that do not pertain to any part of
the Derivative Works; and
(d) If the Work includes a "NOTICE" text file as part of its
distribution, then any Derivative Works that You distribute must
include a readable copy of the attribution notices contained
within such NOTICE file, excluding any notices that do not
pertain to any part of the Derivative Works, in at least one
of the following places: within a NOTICE text file distributed
as part of the Derivative Works; within the Source form or
documentation, if provided along with the Derivative Works; or,
within a display generated by the Derivative Works, if and
wherever such third-party notices normally appear. The contents
of the NOTICE file are for informational purposes only and
do not modify the License. You may add Your own attribution
notices within Derivative Works that You distribute, alongside
or as an addendum to the NOTICE text from the Work, provided
that such additional attribution notices cannot be construed
as modifying the License.
You may add Your own copyright statement to Your modifications and
may provide additional or different license terms and conditions
for use, reproduction, or distribution of Your modifications, or
for any such Derivative Works as a whole, provided Your use,
reproduction, and distribution of the Work otherwise complies with
the conditions stated in this License.
5. Submission of Contributions. Unless You explicitly state otherwise,
any Contribution intentionally submitted for inclusion in the Work
by You to the Licensor shall be under the terms and conditions of
this License, without any additional terms or conditions.
Notwithstanding the above, nothing herein shall supersede or modify
the terms of any separate license agreement you may have executed
with Licensor regarding such Contributions.
6. Trademarks. This License does not grant permission to use the trade
names, trademarks, service marks, or product names of the Licensor,
except as required for reasonable and customary use in describing the
origin of the Work and reproducing the content of the NOTICE file.
7. Disclaimer of Warranty. Unless required by applicable law or
agreed to in writing, Licensor provides the Work (and each
Contributor provides its Contributions) on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
implied, including, without limitation, any warranties or conditions
of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
PARTICULAR PURPOSE. You are solely responsible for determining the
appropriateness of using or redistributing the Work and assume any
risks associated with Your exercise of permissions under this License.
8. Limitation of Liability. In no event and under no legal theory,
whether in tort (including negligence), contract, or otherwise,
unless required by applicable law (such as deliberate and grossly
negligent acts) or agreed to in writing, shall any Contributor be
liable to You for damages, including any direct, indirect, special,
incidental, or consequential damages of any character arising as a
result of this License or out of the use or inability to use the
Work (including but not limited to damages for loss of goodwill,
work stoppage, computer failure or malfunction, or any and all
other commercial damages or losses), even if such Contributor
has been advised of the possibility of such damages.
9. Accepting Warranty or Additional Liability. While redistributing
the Work or Derivative Works thereof, You may choose to offer,
and charge a fee for, acceptance of support, warranty, indemnity,
or other liability obligations and/or rights consistent with this
License. However, in accepting such obligations, You may act only
on Your own behalf and on Your sole responsibility, not on behalf
of any other Contributor, and only if You agree to indemnify,
defend, and hold each Contributor harmless for any liability
incurred by, or claims asserted against, such Contributor by reason
of your accepting any such warranty or additional liability.
END OF TERMS AND CONDITIONS
APPENDIX: How to apply the Apache License to your work.
To apply the Apache License to your work, attach the following
boilerplate notice, with the fields enclosed by brackets "[]"
replaced with your own identifying information. (Don't include
the brackets!) The text should be enclosed in the appropriate
comment syntax for the file format. Please do not remove or change
the license header comment from a contributed file except when
necessary.
Copyright 2026 mukul975
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
@@ -0,0 +1,372 @@
---
name: implementing-browser-isolation-for-zero-trust
description: >
Deploys remote browser isolation (RBI) as a core component of a Zero Trust
architecture. Implements isolation policies with URL categorization and risk-based
routing, content disarming and reconstruction (CDR) for file sanitization, data loss
prevention controls within isolated sessions, and integration with Secure Web Gateway
and ZTNA platforms. Based on Cloudflare Browser Isolation, Menlo Security, and Zscaler
RBI approaches. Use when hardening web access against zero-day exploits, phishing,
credential theft, and browser-based data exfiltration.
domain: cybersecurity
subdomain: network-security
tags: [browser-isolation, zero-trust, RBI, CDR, URL-categorization, content-disarming, secure-web-gateway]
version: "1.0"
author: mukul975
license: Apache-2.0
---
# Implementing Browser Isolation for Zero Trust
## When to Use
- When deploying remote browser isolation as part of a Zero Trust security architecture
- When protecting users from zero-day browser exploits and drive-by downloads
- When implementing content disarming and reconstruction for file downloads
- When enforcing data loss prevention policies for web browsing sessions
- When securing access to untrusted or uncategorized websites
- When integrating browser isolation with existing SWG and ZTNA infrastructure
- When protecting against phishing and credential theft via isolated rendering
## Prerequisites
- Familiarity with Zero Trust architecture principles and network security
- Understanding of Secure Web Gateway (SWG) and proxy deployment models
- Access to a test or lab environment for policy validation
- Python 3.8+ with required dependencies installed
- DNS and proxy infrastructure for traffic routing
## Instructions
### Phase 1: URL Categorization and Risk Classification
Build a URL categorization engine that classifies websites by risk level to
determine isolation policy. URLs are scored based on threat intelligence feeds,
domain reputation, content category, and historical risk indicators.
```python
from agent import BrowserIsolationPolicyEngine
engine = BrowserIsolationPolicyEngine(
organization="Acme Corp",
default_isolation_mode="isolate_risky",
)
# Classify a URL and determine isolation action
result = engine.classify_url("https://docs.google.com/spreadsheets/d/abc123")
print(f"Category: {result['category']}")
print(f"Risk Level: {result['risk_level']}")
print(f"Isolation Action: {result['action']}")
# Output: Category: cloud_productivity
# Risk Level: low
# Action: allow_direct
result = engine.classify_url("https://unknown-sketchy-domain.xyz/download.html")
print(f"Category: {result['category']}")
print(f"Risk Level: {result['risk_level']}")
print(f"Isolation Action: {result['action']}")
# Output: Category: uncategorized
# Risk Level: high
# Action: full_isolation
```
### Phase 2: Isolation Policy Configuration
Define isolation policies that map URL categories and risk levels to specific
isolation modes and DLP restrictions. Policies support granular controls including
clipboard, file download, upload, and printing restrictions.
```python
# Configure isolation policies
engine.add_isolation_policy(
name="Block Uncategorized Sites",
description="Fully isolate all uncategorized or newly registered domains",
match_criteria={
"url_categories": ["uncategorized", "newly_registered"],
"risk_levels": ["high", "critical"],
},
isolation_mode="full_isolation",
dlp_controls={
"disable_copy_paste": True,
"disable_download": True,
"disable_upload": True,
"disable_printing": True,
"disable_keyboard_input": False,
"watermark_session": True,
},
)
engine.add_isolation_policy(
name="Isolate Webmail with DLP",
description="Isolate personal webmail with download restrictions",
match_criteria={
"url_categories": ["webmail"],
"domains": ["mail.google.com", "outlook.live.com", "mail.yahoo.com"],
},
isolation_mode="read_only_isolation",
dlp_controls={
"disable_copy_paste": True,
"disable_download": True,
"disable_upload": True,
"disable_printing": True,
"disable_keyboard_input": False,
"watermark_session": False,
},
)
engine.add_isolation_policy(
name="CDR for File Downloads",
description="Apply content disarm and reconstruction to all file downloads",
match_criteria={
"url_categories": ["*"],
"file_types": ["pdf", "docx", "xlsx", "pptx", "zip", "exe", "msi"],
},
isolation_mode="cdr_passthrough",
cdr_config={
"strip_macros": True,
"strip_embedded_objects": True,
"strip_javascript": True,
"strip_active_content": True,
"flatten_pdf": True,
"reconstruct_to_safe_format": True,
"max_file_size_mb": 50,
"allowed_file_types": ["pdf", "docx", "xlsx", "pptx", "png", "jpg"],
},
)
engine.add_isolation_policy(
name="Allow Trusted SaaS Direct",
description="Allow direct access to sanctioned SaaS applications",
match_criteria={
"url_categories": ["cloud_productivity", "business_saas"],
"domains": [
"*.office365.com", "*.office.com", "*.microsoft.com",
"*.salesforce.com", "*.slack.com", "*.github.com",
],
"risk_levels": ["low"],
},
isolation_mode="allow_direct",
dlp_controls={
"disable_copy_paste": False,
"disable_download": False,
"disable_upload": False,
"log_all_downloads": True,
},
)
# List all policies
for policy in engine.list_policies():
print(f" [{policy['priority']}] {policy['name']} -> {policy['isolation_mode']}")
```
### Phase 3: Content Disarming and Reconstruction (CDR)
Implement CDR processing to sanitize downloaded files by deconstructing them,
stripping potentially malicious elements (macros, embedded objects, scripts),
and reconstructing clean versions that preserve usability.
```python
# Process a file through CDR
cdr_result = engine.process_file_cdr(
file_path="/tmp/downloads/quarterly_report.docx",
source_url="https://partner-portal.example.com/reports/q4.docx",
cdr_profile="strict",
)
print(f"Original file: {cdr_result['original']['filename']}")
print(f"Original size: {cdr_result['original']['size_bytes']} bytes")
print(f"Threats found: {cdr_result['threats_found']}")
for threat in cdr_result['threats_detail']:
print(f" - {threat['type']}: {threat['description']} [{threat['action']}]")
print(f"Clean file: {cdr_result['reconstructed']['filename']}")
print(f"Clean size: {cdr_result['reconstructed']['size_bytes']} bytes")
print(f"File integrity preserved: {cdr_result['reconstructed']['usable']}")
# Example output:
# Original file: quarterly_report.docx
# Original size: 245760 bytes
# Threats found: 3
# - macro: VBA macro with AutoOpen trigger [STRIPPED]
# - embedded_ole: Embedded OLE object (executable) [STRIPPED]
# - external_link: External template reference [STRIPPED]
# Clean file: quarterly_report_clean.docx
# Clean size: 198432 bytes
# File integrity preserved: True
```
### Phase 4: Session Control and Monitoring
Implement real-time session monitoring for isolated browsing sessions with
keystroke logging policy, clipboard interception, and download tracking.
Integrate with SIEM for security event correlation.
```python
# Create an isolation session
session = engine.create_isolation_session(
user_id="jsmith@acme.com",
user_groups=["engineering", "contractors"],
device_posture={
"os": "Windows 11",
"managed": True,
"edr_running": True,
"disk_encrypted": True,
"os_patched": True,
},
target_url="https://external-vendor.example.com/portal",
)
print(f"Session ID: {session['session_id']}")
print(f"Isolation Mode: {session['isolation_mode']}")
print(f"Applied Policy: {session['applied_policy']}")
print(f"DLP Controls: {json.dumps(session['dlp_controls'], indent=2)}")
# Monitor session events
events = engine.get_session_events(session_id=session["session_id"])
for event in events:
print(f" [{event['timestamp']}] {event['event_type']}: {event['details']}")
# Generate session audit report
audit = engine.generate_session_audit(
user_id="jsmith@acme.com",
date_range=("2026-03-01", "2026-03-19"),
)
print(f"Total sessions: {audit['total_sessions']}")
print(f"Isolated sessions: {audit['isolated_sessions']}")
print(f"Files processed via CDR: {audit['cdr_processed_files']}")
print(f"DLP violations: {audit['dlp_violations']}")
```
### Phase 5: Integration with Zero Trust Platform
Integrate browser isolation with the broader Zero Trust architecture including
identity provider, device posture checks, and conditional access policies.
```python
# Define Zero Trust conditional access integration
zt_policy = engine.create_zero_trust_integration(
identity_provider="Azure AD",
conditional_access_rules=[
{
"name": "Unmanaged Device Isolation",
"condition": {"device_managed": False},
"action": "full_isolation",
"dlp_override": {"disable_download": True, "disable_upload": True},
},
{
"name": "High Risk User Isolation",
"condition": {"user_risk_level": "high"},
"action": "full_isolation",
"dlp_override": {"disable_copy_paste": True, "watermark_session": True},
},
{
"name": "Contractor Restricted Access",
"condition": {"user_group": "contractors"},
"action": "read_only_isolation",
"dlp_override": {"disable_download": True, "disable_printing": True},
},
{
"name": "Privileged Admin Isolation",
"condition": {"user_group": "admins", "target_category": "admin_console"},
"action": "full_isolation",
"dlp_override": {"watermark_session": True, "record_session": True},
},
],
swg_integration={
"proxy_mode": "explicit",
"pac_url": "https://pac.acme.com/proxy.pac",
"ssl_inspection": True,
"bypass_domains": ["*.acme.internal"],
},
)
# Evaluate a request against all policies
decision = engine.evaluate_access_request(
user_id="contractor@vendor.com",
user_groups=["contractors"],
device_posture={"managed": False, "edr_running": False},
target_url="https://sensitive-app.acme.com/dashboard",
user_risk_level="medium",
)
print(f"Decision: {decision['action']}")
print(f"Matched Rules: {[r['name'] for r in decision['matched_rules']]}")
print(f"DLP Controls: {decision['effective_dlp_controls']}")
```
## Examples
### Quick Policy Deployment for Phishing Protection
```python
engine = BrowserIsolationPolicyEngine(default_isolation_mode="isolate_risky")
# Isolate all links from email
engine.add_isolation_policy(
name="Email Link Isolation",
description="Isolate all URLs clicked from email clients",
match_criteria={
"referrer_categories": ["email_client"],
"url_categories": ["*"],
},
isolation_mode="full_isolation",
dlp_controls={
"disable_keyboard_input": True,
"disable_download": True,
"watermark_session": True,
},
)
# Test against a phishing URL
result = engine.evaluate_access_request(
user_id="user@acme.com",
target_url="https://micr0soft-login.phishing.com/auth",
referrer="https://mail.google.com",
user_risk_level="low",
)
print(f"Action: {result['action']}") # full_isolation
```
### CDR Pipeline for All Downloads
```python
engine = BrowserIsolationPolicyEngine()
# Scan a batch of downloaded files through CDR
files = [
"/tmp/downloads/invoice.pdf",
"/tmp/downloads/contract.docx",
"/tmp/downloads/data_export.xlsx",
"/tmp/downloads/presentation.pptx",
]
batch_result = engine.batch_cdr_process(
files=files,
cdr_profile="strict",
quarantine_on_threat=True,
)
print(f"Processed: {batch_result['total_processed']}")
print(f"Clean: {batch_result['clean_count']}")
print(f"Threats neutralized: {batch_result['threats_neutralized']}")
print(f"Quarantined: {batch_result['quarantined_count']}")
for f in batch_result["results"]:
status = "CLEAN" if f["clean"] else "SANITIZED"
print(f" [{status}] {f['filename']}: {f['threats_found']} threats")
```
### Generating Isolation Policy Compliance Report
```python
engine = BrowserIsolationPolicyEngine()
report = engine.generate_compliance_report(
date_range=("2026-03-01", "2026-03-19"),
include_metrics=True,
)
print(f"Total web requests: {report['total_requests']}")
print(f"Isolated requests: {report['isolated_requests']} ({report['isolation_rate']}%)")
print(f"CDR processed files: {report['cdr_stats']['total_files']}")
print(f"Threats neutralized: {report['cdr_stats']['threats_neutralized']}")
print(f"DLP violations blocked: {report['dlp_violations_blocked']}")
print(f"Zero-day attacks prevented: {report['zero_day_blocked']}")
```
@@ -0,0 +1,272 @@
# API Reference: Implementing Browser Isolation for Zero Trust
## BrowserIsolationPolicyEngine
Core engine for managing browser isolation policies, CDR processing, and Zero Trust integration.
### Initialization
```python
from agent import BrowserIsolationPolicyEngine
engine = BrowserIsolationPolicyEngine(
organization="Acme Corp",
default_isolation_mode="isolate_risky", # isolate_risky | isolate_all | allow_all
)
```
### classify_url()
Classify a URL by category and risk level.
```python
result = engine.classify_url(
url="https://docs.google.com/spreadsheets/d/abc",
referrer=None, # Optional referrer URL
)
# Returns: {url, domain, category, risk_level, risk_weight, action, reason}
```
**URL Categories:**
| Category | Risk Weight | Example Domains |
|----------|------------|-----------------|
| cloud_productivity | 1 | docs.google.com, office365.com, dropbox.com |
| business_saas | 1 | salesforce.com, slack.com, github.com |
| search_engines | 1 | google.com, bing.com, duckduckgo.com |
| developer_tools | 2 | stackoverflow.com, npmjs.com, pypi.org |
| news_media | 2 | cnn.com, bbc.com, reuters.com |
| social_media | 3 | facebook.com, twitter.com, linkedin.com |
| webmail | 3 | mail.google.com, outlook.live.com |
| ai_tools | 3 | chat.openai.com, claude.ai |
| file_sharing | 4 | wetransfer.com, mega.nz, mediafire.com |
| admin_console | 4 | console.aws.amazon.com, portal.azure.com |
| newly_registered | 5 | (domains < 30 days old) |
| uncategorized | 5 | (unknown domains) |
| phishing | 5 | (pattern-matched phishing URLs) |
| malware_hosting | 5 | (threat intel flagged domains) |
**Risk Levels:**
| Weight | Level | Default Action |
|--------|-------|----------------|
| 1 | low | allow_direct |
| 2 | low | allow_direct |
| 3 | medium | full_isolation |
| 4 | high | full_isolation |
| 5 | critical | block |
### add_isolation_policy()
Add an isolation policy with match criteria and controls.
```python
policy = engine.add_isolation_policy(
name="Policy Name", # Required
description="Policy description",
match_criteria={
"url_categories": ["webmail"], # URL categories to match
"risk_levels": ["medium", "high"], # Risk levels to match
"domains": ["*.example.com"], # Specific domains (supports wildcards)
"referrer_categories": ["email"], # Referrer URL categories
"file_types": ["pdf", "docx"], # File type triggers
"user_groups": ["contractors"], # User group membership
},
isolation_mode="full_isolation", # See Isolation Modes below
dlp_controls={ # See DLP Controls below
"disable_copy_paste": True,
"disable_download": True,
},
cdr_config={ # CDR config (for cdr_passthrough mode)
"strip_macros": True,
"strip_embedded_objects": True,
"strip_javascript": True,
},
priority=1, # Lower = higher priority
)
```
**Isolation Modes:**
| Mode | Description | Code on Endpoint | Network Isolated |
|------|-------------|-----------------|-----------------|
| full_isolation | Pixel-streaming RBI | No | Yes |
| dom_reconstruction | Sanitized DOM mirror | No | Yes |
| read_only_isolation | Pixel stream, input restricted | No | Yes |
| cdr_passthrough | Direct browse, CDR for files | Yes | No |
| allow_direct | No isolation (trusted) | Yes | No |
| block | Access denied | No | Yes |
**DLP Controls:**
| Control | Type | Default | Description |
|---------|------|---------|-------------|
| disable_copy_paste | bool | false | Block clipboard operations |
| disable_download | bool | false | Block file downloads |
| disable_upload | bool | false | Block file uploads |
| disable_printing | bool | false | Block printing |
| disable_keyboard_input | bool | false | Block all keyboard input |
| watermark_session | bool | false | Apply visual watermark with user ID |
| record_session | bool | false | Record full session for audit |
| log_all_downloads | bool | true | Log download events to SIEM |
| log_clipboard_events | bool | true | Log clipboard operations |
| log_file_uploads | bool | true | Log upload events |
| max_download_size_mb | int | 100 | Maximum download size |
| blocked_upload_types | list | [exe,bat,...] | File types blocked from upload |
### process_file_cdr()
Process a file through Content Disarm and Reconstruction.
```python
result = engine.process_file_cdr(
file_path="/path/to/file.docx",
source_url="https://example.com/file.docx", # Optional
cdr_profile="strict", # strict | standard | permissive
)
```
**CDR Profiles:**
| Profile | Strips | Use Case |
|---------|--------|----------|
| strict | All threat types (high, medium, low) | High-security environments |
| standard | High and critical severity threats | General business use |
| permissive | Critical severity only | Low-risk trusted sources |
**CDR Threat Types Detected:**
| Type | Severity | File Types |
|------|----------|------------|
| macro | high | docx, xlsx, pptx, doc, xls |
| embedded_ole | high | docx, xlsx, pptx, pdf, rtf |
| javascript_pdf | high | pdf |
| external_link | medium | docx, xlsx, pptx |
| embedded_executable | critical | pdf, docx, zip, rar |
| dde_exploit | high | docx, xlsx, csv |
| hidden_content | low | docx, xlsx, pptx, pdf |
| metadata_leak | low | docx, xlsx, pdf, jpg, png |
**CDR-Supported File Types:**
| Supported (reconstructed) | Blocked (quarantined) |
|--------------------------|----------------------|
| pdf, docx, xlsx, pptx | exe, msi, dll |
| doc, xls, ppt, rtf, csv | bat, ps1, sh |
| zip, rar, 7z | iso |
| png, jpg, gif, svg, html | |
### batch_cdr_process()
Process multiple files through CDR.
```python
result = engine.batch_cdr_process(
files=["/path/file1.pdf", "/path/file2.docx"],
cdr_profile="strict",
quarantine_on_threat=True,
)
# Returns: {total_processed, clean_count, threats_neutralized, quarantined_count, results}
```
### create_isolation_session()
Create an isolated browsing session with policy evaluation.
```python
session = engine.create_isolation_session(
user_id="user@acme.com",
target_url="https://example.com",
user_groups=["engineering"],
device_posture={
"os": "Windows 11",
"managed": True,
"edr_running": True,
"disk_encrypted": True,
},
user_risk_level="low", # low | medium | high
)
# Returns: {session_id, isolation_mode, applied_policy, dlp_controls, ...}
```
### create_zero_trust_integration()
Configure Zero Trust platform integration.
```python
zt = engine.create_zero_trust_integration(
identity_provider="Azure AD",
conditional_access_rules=[
{
"name": "Rule Name",
"condition": {
"device_managed": False, # Device posture check
"user_risk_level": "high", # Identity risk signal
"user_group": "contractors", # Group membership
"target_category": "admin_console", # URL category
},
"action": "full_isolation", # Isolation mode override
"dlp_override": { # DLP control overrides
"disable_download": True,
},
},
],
swg_integration={
"proxy_mode": "explicit", # explicit | transparent | pac
"pac_url": "https://pac.acme.com/proxy.pac",
"ssl_inspection": True,
"bypass_domains": ["*.acme.internal"],
},
)
```
### evaluate_access_request()
Evaluate a request against all policies and ZT rules.
```python
decision = engine.evaluate_access_request(
user_id="user@acme.com",
target_url="https://example.com",
user_groups=["engineering"],
device_posture={"managed": True},
user_risk_level="low",
referrer=None,
)
# Returns: {session_id, action, url_classification, matched_rules, effective_dlp_controls}
```
### generate_compliance_report()
Generate deployment compliance report.
```python
report = engine.generate_compliance_report(
date_range=("2026-03-01", "2026-03-31"),
include_metrics=True,
)
```
## CLI Usage
```bash
# Classify a URL
python agent.py --action classify --url "https://example.com"
# Test CDR on a file
python agent.py --action cdr_test --file "/path/to/file.docx"
# Run full demonstration
python agent.py --action demo --org "Acme Corp" --output report.json
```
## References
- Cloudflare Browser Isolation: https://developers.cloudflare.com/cloudflare-one/remote-browser-isolation/
- Cloudflare Isolation Policies: https://developers.cloudflare.com/cloudflare-one/remote-browser-isolation/isolation-policies/
- Menlo Security RBI: https://www.menlosecurity.com/product/remote-browser-isolation
- Menlo Security CDR Guide: https://www.menlosecurity.com/resources/a-complete-guide-to-content-disarm-and-reconstruction-cdr-technology
- OPSWAT Deep CDR: https://www.opswat.com/technologies/deep-cdr
- Zscaler RBI: https://www.zscaler.com/resources/security-terms-glossary/what-is-remote-browser-isolation
- CSA Browser as PEP in Zero Trust: https://cloudsecurityalliance.org/blog/2026/01/14/reimagining-the-browser-as-a-critical-policy-enforcement-point
- NIST SP 800-207 Zero Trust Architecture: https://csrc.nist.gov/publications/detail/sp/800-207/final
File diff suppressed because it is too large Load Diff