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c47eed6a64
- Fix 25 shell=True subprocess calls with list-based commands - Fix 49 verify=False in defensive skills (env-var override) - Add timeout to 231 HTTP/subprocess/socket calls - Fix 6 SQL injection patterns with whitelist validation - Replace 8 __import__() with standard imports - Remove 701 unused imports across 442 files - Add authorized-testing disclaimers to all offensive skills - Complete 11 incomplete skill directories - Expand 10 stub SKILL.md files with full content - Fix 2 YAML parse errors in frontmatter - Fix 5 pre-existing syntax errors - Convert 22 hardcoded paths/ports to environment variables - Back up 21 redundant skill pairs to .bak - Fix 2 global declaration errors - 724/724 skills with full folder anatomy (SKILL.md + agent.py + api-reference.md + LICENSE) - 0 compile errors across all 724 agent.py files
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API Reference: Decoy Files for Ransomware Detection
watchdog Library (Python)
Installation
pip install watchdog
Observer Setup
from watchdog.observers import Observer
from watchdog.events import FileSystemEventHandler
observer = Observer()
observer.schedule(handler, path, recursive=True)
observer.start()
observer.join()
Event Types
| Event Class | Trigger |
|---|---|
FileCreatedEvent |
New file created in watched directory |
FileModifiedEvent |
Existing file content or metadata changed |
FileDeletedEvent |
File removed from watched directory |
FileMovedEvent |
File renamed or moved (src_path, dest_path) |
DirCreatedEvent |
New directory created |
DirDeletedEvent |
Directory removed |
Handler Methods
| Method | Called When |
|---|---|
on_created(event) |
File/directory created |
on_modified(event) |
File/directory modified |
on_deleted(event) |
File/directory deleted |
on_moved(event) |
File/directory renamed/moved |
on_any_event(event) |
Any file system event |
Windows ReadDirectoryChangesW API
Monitored Changes
| Flag | Description |
|---|---|
FILE_NOTIFY_CHANGE_FILE_NAME |
File created, deleted, or renamed |
FILE_NOTIFY_CHANGE_DIR_NAME |
Directory changes |
FILE_NOTIFY_CHANGE_SIZE |
File size changed |
FILE_NOTIFY_CHANGE_LAST_WRITE |
Last write time changed |
FILE_NOTIFY_CHANGE_SECURITY |
Security descriptor changed |
Linux inotify Events
Event Masks
| Mask | Description |
|---|---|
IN_MODIFY |
File was modified |
IN_DELETE |
File was deleted |
IN_MOVED_FROM |
File was renamed (old name) |
IN_MOVED_TO |
File was renamed (new name) |
IN_CREATE |
File was created |
IN_ATTRIB |
Metadata changed |
Canarytokens (Thinkst)
Generate Token
URL: https://canarytokens.org/generate
Types: Word document, PDF, DNS, HTTP, AWS key, SQL, SVN
Alert Webhook
POST https://canarytokens.org/webhook
Payload: { "token": "...", "src_ip": "...", "time": "..." }
OSSEC/Wazuh File Integrity Monitoring
Configuration (ossec.conf)
<syscheck>
<frequency>60</frequency>
<directories check_all="yes" realtime="yes">/path/to/canaries</directories>
<alert_new_files>yes</alert_new_files>
</syscheck>
Alert Rule IDs
| Rule ID | Description |
|---|---|
| 550 | File integrity checksum changed |
| 553 | File deleted |
| 554 | New file added to monitored directory |
Sysmon File Monitoring
Event ID 11 - FileCreate
<FileCreate onmatch="include">
<TargetFilename condition="contains">_AAAA_</TargetFilename>
<TargetFilename condition="contains">~zzzz_</TargetFilename>
</FileCreate>
Event ID 23 - FileDelete
Logs file deletions including archived file content.
Common Ransomware File Extensions
| Extension | Family |
|---|---|
| .locked | LockBit, Generic |
| .encrypted | Generic |
| .wncry | WannaCry |
| .dharma | Dharma/CrySiS |
| .basta | Black Basta |
| .lockbit | LockBit 3.0 |
| .conti | Conti |
| .ryuk | Ryuk |
| .revil | REvil/Sodinokibi |
| .akira | Akira |