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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 4 new columns ({'vulnerability_type', 'remediation_action', 'vulnerability_id', 'description'}) and 10 missing columns ({'evidence', 'params', 'target_url', 'scanner', 'timestamp', 'vulnerability', 'response_code', 'request_method', 'confidence', 'recommended_action'}).
This happened while the csv dataset builder was generating data using
hf://datasets/YuvrajXJIDFSFIU43/blue_team_actions/blue_team_actions.csv (at revision 8eccbbe41fd97698a37ccf7888d597399f6b5925)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
vulnerability_id: int64
vulnerability_type: string
severity: string
description: string
remediation_action: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 898
to
{'timestamp': Value('string'), 'scanner': Value('string'), 'target_url': Value('string'), 'vulnerability': Value('string'), 'severity': Value('string'), 'evidence': Value('string'), 'request_method': Value('string'), 'params': Value('string'), 'response_code': Value('int64'), 'recommended_action': Value('string'), 'confidence': Value('float64')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1456, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1055, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 970, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1702, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1833, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 4 new columns ({'vulnerability_type', 'remediation_action', 'vulnerability_id', 'description'}) and 10 missing columns ({'evidence', 'params', 'target_url', 'scanner', 'timestamp', 'vulnerability', 'response_code', 'request_method', 'confidence', 'recommended_action'}).
This happened while the csv dataset builder was generating data using
hf://datasets/YuvrajXJIDFSFIU43/blue_team_actions/blue_team_actions.csv (at revision 8eccbbe41fd97698a37ccf7888d597399f6b5925)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
timestamp string | scanner string | target_url string | vulnerability string | severity string | evidence string | request_method string | params string | response_code int64 | recommended_action string | confidence float64 |
|---|---|---|---|---|---|---|---|---|---|---|
2025-09-29 10:00:00 | wapiti | http://127.0.0.1:5000/predict | CSP missing | medium | CSP is not set for URL: http://127.0.0.1:5000/predict | GET | null | 200 | Add Content-Security-Policy header to responses | 0.95 |
2025-09-29 10:02:00 | wapiti | http://127.0.0.1:5000/predict | Sensitive data over HTTP | high | Sensitive data (POST data) was sent over an unencrypted HTTP connection to http://127.0.0.1:5000/predict | POST | age=30&sex=1&chest_pain_type=2 | 200 | Enforce HTTPS; redirect HTTP to HTTPS and enable HSTS | 0.98 |
2025-09-29 10:04:00 | wapiti | http://127.0.0.1:5000/predict | X-Frame-Options missing | low | X-Frame-Options is not set on http://127.0.0.1:5000/predict | GET | null | 200 | Add X-Frame-Options or frame-ancestors CSP to prevent clickjacking | 0.9 |
2025-09-29 10:06:00 | wapiti | http://127.0.0.1:5000/predict | X-Content-Type-Options missing | low | X-Content-Type-Options is not set on http://127.0.0.1:5000/predict | GET | null | 200 | Add X-Content-Type-Options: nosniff header | 0.9 |
2025-09-29 10:08:00 | wapiti | http://127.0.0.1:5000/predict | Sensitive GET params over HTTP | high | Sensitive data (GET parameters) was sent over an unencrypted HTTP connection to http://127.0.0.1:5000/predict?pin=default&btn=Confirm%20Pin | GET | pin=default&btn=Confirm%20Pin | 200 | Enforce HTTPS; avoid sensitive data in GET query strings | 0.97 |
2025-09-29 10:10:00 | wapiti | http://127.0.0.1:5000/ | HTTP served without redirect to HTTPS | high | Host 127.0.0.1:5000 serves HTTP content without redirecting to HTTPS. | GET | null | 200 | Configure web server to redirect HTTP -> HTTPS and enable HSTS | 0.96 |
2025-09-29 10:12:00 | wapiti | http://127.0.0.1:5000/predict | debug endpoints exposed | medium | GET http://127.0.0.1:5000/predict?__debugger__=yes&cmd=resource&f=console.png | GET | __debugger__=yes&cmd=resource&f=console.png | 200 | Disable Flask/werkzeug debug mode; restrict debug resources to localhost/dev | 0.94 |
2025-09-29 10:14:00 | wapiti | http://127.0.0.1:5000/predict | CSRF token missing | medium | Lack of anti CSRF token on POST /predict | POST | age=30&sex=1&chest_pain_type=2 | 200 | Implement anti-CSRF tokens for state-changing forms | 0.96 |
2025-09-29 10:16:00 | wapiti | http://127.0.0.1:5000/predict | 500 on malformed param | high | Received a HTTP 500 error for POST with age=id | POST | age=id&sex=1&chest_pain_type=2 | 500 | Validate and sanitize inputs server-side; return 4xx on bad input | 0.98 |
2025-09-29 10:18:00 | wapiti | http://127.0.0.1:5000/predict | remote file open attempt caused 500 | high | Received a HTTP 500 error for GET with f=https://wapiti3.ovh//e.php%00 | GET | __debugger__=yes&cmd=resource&f=https%3A%2F%2Fwapiti3.ovh%2F%2Fe.php%00 | 500 | Patch resource handling; avoid direct file inclusion from query string | 0.98 |
2025-09-29 10:20:00 | wapiti | http://127.0.0.1:5000/predict | form discovered | low | Wapiti found 6 URLs and forms during the scan | GET | null | 200 | Review discovered forms for authentication/CSRF risks | 0.85 |
2025-09-29 10:22:00 | wapiti | http://127.0.0.1:5000/predict | backup module activity | low | [*] Launching module backup observed | GET | null | 200 | Audit/limit backup endpoints; ensure backups are not exposed | 0.8 |
2025-09-29 10:24:00 | wapiti | http://127.0.0.1:5000/predict | brute force vector present | medium | [*] Launching module brute_login_form | POST | null | 200 | Rate-limit login attempts; implement account lockout and CAPTCHA | 0.92 |
2025-09-29 10:26:00 | wapiti | http://127.0.0.1:5000/predict | buster module probing | low | [*] Launching module buster | GET | null | 200 | Monitor for excessive 404/dir brute requests and block attacker IPs | 0.8 |
2025-09-29 10:28:00 | wapiti | http://127.0.0.1:5000/predict | cms fingerprinting | low | No Drupal/Joomla/PrestaShop/SPIP/WordPress detected | GET | null | 200 | If CMS used, keep it patched; if custom, ensure secure practices | 0.7 |
2025-09-29 10:30:00 | wapiti | http://127.0.0.1:5000/predict | crlf probing | medium | GET with __debugger__ resource and probe requests observed | GET | __debugger__=yes&cmd=resource&f=debugger.js | 200 | Validate response headers and input to prevent CRLF injection | 0.91 |
2025-09-29 10:32:00 | wapiti | http://127.0.0.1:5000/predict | POST sensitive over HTTP | high | POST http://127.0.0.1:5000/predict (data: age=30&sex=1&chest_pain_type=2) sent unencrypted | POST | age=30&sex=1&chest_pain_type=2 | 200 | Enforce HTTPS; encrypt sensitive fields in transit | 0.97 |
2025-09-29 10:34:00 | wapiti | http://127.0.0.1:5000/predict | exploit attempt triggered 500 | high | Evil request POST /predict with age=https://wapiti3.ovh//e.php produced 500 | POST | age=https%3A%2F%2Fwapiti3.ovh%2F%2Fe.php&sex=1&chest_pain_type=2 | 500 | Harden input parsing; ensure external URLs are not fetched or executed | 0.98 |
2025-09-29 10:36:00 | wapiti | http://127.0.0.1:5000/predict | file module activity | low | [*] Launching module file observed; GET resource probes | GET | __debugger__=yes&cmd=resource&f=style.css | 200 | Review file handling and restrict accessible file types | 0.82 |
2025-09-29 10:38:00 | wapiti | http://127.0.0.1:5000/predict | verbose server info | low | Wapiti 3.2.5 banner in response | GET | null | 200 | Remove or minimize server banners to reduce fingerprinting | 0.88 |
2025-09-29 10:40:00 | wapiti | http://127.0.0.1:5000/predict | session disclosure risk | medium | Scan saved to C:\\Users\\mahee\\.wapiti\\scans\\127.0.0.1_5000_page_b9926010.db (local info revealed) | GET | null | 200 | Avoid exposing filesystem paths; sanitize debug output | 0.86 |
2025-09-29 10:42:00 | wapiti | http://127.0.0.1:5000/predict | CSP missing | medium | CSP is not set for URL: http://127.0.0.1:5000/predict | GET | null | 200 | Add Content-Security-Policy header to responses | 0.95 |
2025-09-29 10:44:00 | wapiti | http://127.0.0.1:5000/predict | Sensitive data over HTTP | high | Sensitive data (POST data) was sent over an unencrypted HTTP connection to http://127.0.0.1:5000/predict | POST | age=30&sex=1&chest_pain_type=2 | 200 | Enforce HTTPS; redirect HTTP to HTTPS and enable HSTS | 0.98 |
2025-09-29 10:46:00 | wapiti | http://127.0.0.1:5000/predict | X-Frame-Options missing | low | X-Frame-Options is not set on http://127.0.0.1:5000/predict | GET | null | 200 | Add X-Frame-Options or frame-ancestors CSP to prevent clickjacking | 0.9 |
2025-09-29 10:48:00 | wapiti | http://127.0.0.1:5000/predict | X-Content-Type-Options missing | low | X-Content-Type-Options is not set on http://127.0.0.1:5000/predict | GET | null | 200 | Add X-Content-Type-Options: nosniff header | 0.9 |
2025-09-29 10:50:00 | wapiti | http://127.0.0.1:5000/predict | Sensitive GET params over HTTP | high | Sensitive data (GET parameters) was sent over an unencrypted HTTP connection to http://127.0.0.1:5000/predict?pin=default&btn=Confirm%20Pin | GET | pin=default&btn=Confirm%20Pin | 200 | Enforce HTTPS; avoid sensitive data in GET query strings | 0.97 |
2025-09-29 10:52:00 | wapiti | http://127.0.0.1:5000/ | HTTP served without redirect to HTTPS | high | Host 127.0.0.1:5000 serves HTTP content without redirecting to HTTPS. | GET | null | 200 | Configure web server to redirect HTTP -> HTTPS and enable HSTS | 0.96 |
2025-09-29 10:54:00 | wapiti | http://127.0.0.1:5000/predict | debug endpoints exposed | medium | GET http://127.0.0.1:5000/predict?__debugger__=yes&cmd=resource&f=console.png | GET | __debugger__=yes&cmd=resource&f=console.png | 200 | Disable Flask/werkzeug debug mode; restrict debug resources to localhost/dev | 0.94 |
2025-09-29 10:56:00 | wapiti | http://127.0.0.1:5000/predict | CSRF token missing | medium | Lack of anti CSRF token on POST /predict | POST | age=30&sex=1&chest_pain_type=2 | 200 | Implement anti-CSRF tokens for state-changing forms | 0.96 |
2025-09-29 10:58:00 | wapiti | http://127.0.0.1:5000/predict | 500 on malformed param | high | Received a HTTP 500 error for POST with age=id | POST | age=id&sex=1&chest_pain_type=2 | 500 | Validate and sanitize inputs server-side; return 4xx on bad input | 0.98 |
2025-09-29 11:00:00 | wapiti | http://127.0.0.1:5000/predict | remote file open attempt caused 500 | high | Received a HTTP 500 error for GET with f=https://wapiti3.ovh//e.php%00 | GET | __debugger__=yes&cmd=resource&f=https%3A%2F%2Fwapiti3.ovh%2F%2Fe.php%00 | 500 | Patch resource handling; avoid direct file inclusion from query string | 0.98 |
2025-09-29 11:02:00 | wapiti | http://127.0.0.1:5000/predict | form discovered | low | Wapiti found 6 URLs and forms during the scan | GET | null | 200 | Review discovered forms for authentication/CSRF risks | 0.85 |
2025-09-29 11:04:00 | wapiti | http://127.0.0.1:5000/predict | backup module activity | low | [*] Launching module backup observed | GET | null | 200 | Audit/limit backup endpoints; ensure backups are not exposed | 0.8 |
2025-09-29 11:06:00 | wapiti | http://127.0.0.1:5000/predict | brute force vector present | medium | [*] Launching module brute_login_form | POST | null | 200 | Rate-limit login attempts; implement account lockout and CAPTCHA | 0.92 |
2025-09-29 11:08:00 | wapiti | http://127.0.0.1:5000/predict | buster module probing | low | [*] Launching module buster | GET | null | 200 | Monitor for excessive 404/dir brute requests and block attacker IPs | 0.8 |
2025-09-29 11:10:00 | wapiti | http://127.0.0.1:5000/predict | cms fingerprinting | low | No Drupal/Joomla/PrestaShop/SPIP/WordPress detected | GET | null | 200 | If CMS used, keep it patched; if custom, ensure secure practices | 0.7 |
2025-09-29 11:12:00 | wapiti | http://127.0.0.1:5000/predict | crlf probing | medium | GET with __debugger__ resource and probe requests observed | GET | __debugger__=yes&cmd=resource&f=debugger.js | 200 | Validate response headers and input to prevent CRLF injection | 0.91 |
2025-09-29 11:14:00 | wapiti | http://127.0.0.1:5000/predict | POST sensitive over HTTP | high | POST http://127.0.0.1:5000/predict (data: age=30&sex=1&chest_pain_type=2) sent unencrypted | POST | age=30&sex=1&chest_pain_type=2 | 200 | Enforce HTTPS; encrypt sensitive fields in transit | 0.97 |
2025-09-29 11:16:00 | wapiti | http://127.0.0.1:5000/predict | exploit attempt triggered 500 | high | Evil request POST /predict with age=https://wapiti3.ovh//e.php produced 500 | POST | age=https%3A%2F%2Fwapiti3.ovh%2F%2Fe.php&sex=1&chest_pain_type=2 | 500 | Harden input parsing; ensure external URLs are not fetched or executed | 0.98 |
2025-09-29 11:18:00 | wapiti | http://127.0.0.1:5000/predict | file module activity | low | [*] Launching module file observed; GET resource probes | GET | __debugger__=yes&cmd=resource&f=style.css | 200 | Review file handling and restrict accessible file types | 0.82 |
2025-09-29 11:20:00 | wapiti | http://127.0.0.1:5000/predict | verbose server info | low | Wapiti 3.2.5 banner in response | GET | null | 200 | Remove or minimize server banners to reduce fingerprinting | 0.88 |
2025-09-29 11:22:00 | wapiti | http://127.0.0.1:5000/predict | session disclosure risk | medium | Scan saved to C:\\Users\\mahee\\.wapiti\\scans\\127.0.0.1_5000_page_b9926010.db (local info revealed) | GET | null | 200 | Avoid exposing filesystem paths; sanitize debug output | 0.86 |
2025-09-29 11:24:00 | wapiti | http://127.0.0.1:5000/predict | CSP missing | medium | CSP is not set for URL: http://127.0.0.1:5000/predict | GET | null | 200 | Add Content-Security-Policy header to responses | 0.95 |
2025-09-29 11:26:00 | wapiti | http://127.0.0.1:5000/predict | Sensitive data over HTTP | high | Sensitive data (POST data) was sent over an unencrypted HTTP connection to http://127.0.0.1:5000/predict | POST | age=30&sex=1&chest_pain_type=2 | 200 | Enforce HTTPS; redirect HTTP to HTTPS and enable HSTS | 0.98 |
2025-09-29 11:28:00 | wapiti | http://127.0.0.1:5000/predict | X-Frame-Options missing | low | X-Frame-Options is not set on http://127.0.0.1:5000/predict | GET | null | 200 | Add X-Frame-Options or frame-ancestors CSP to prevent clickjacking | 0.9 |
2025-09-29 11:30:00 | wapiti | http://127.0.0.1:5000/predict | X-Content-Type-Options missing | low | X-Content-Type-Options is not set on http://127.0.0.1:5000/predict | GET | null | 200 | Add X-Content-Type-Options: nosniff header | 0.9 |
2025-09-29 11:32:00 | wapiti | http://127.0.0.1:5000/predict | Sensitive GET params over HTTP | high | Sensitive data (GET parameters) was sent over an unencrypted HTTP connection to http://127.0.0.1:5000/predict?pin=default&btn=Confirm%20Pin | GET | pin=default&btn=Confirm%20Pin | 200 | Enforce HTTPS; avoid sensitive data in GET query strings | 0.97 |
2025-09-29 11:34:00 | wapiti | http://127.0.0.1:5000/ | HTTP served without redirect to HTTPS | high | Host 127.0.0.1:5000 serves HTTP content without redirecting to HTTPS. | GET | null | 200 | Configure web server to redirect HTTP -> HTTPS and enable HSTS | 0.96 |
2025-09-29 11:36:00 | wapiti | http://127.0.0.1:5000/predict | debug endpoints exposed | medium | GET http://127.0.0.1:5000/predict?__debugger__=yes&cmd=resource&f=console.png | GET | __debugger__=yes&cmd=resource&f=console.png | 200 | Disable Flask/werkzeug debug mode; restrict debug resources to localhost/dev | 0.94 |
2025-09-29 11:38:00 | wapiti | http://127.0.0.1:5000/predict | CSRF token missing | medium | Lack of anti CSRF token on POST /predict | POST | age=30&sex=1&chest_pain_type=2 | 200 | Implement anti-CSRF tokens for state-changing forms | 0.96 |
2025-09-29 11:40:00 | wapiti | http://127.0.0.1:5000/predict | 500 on malformed param | high | Received a HTTP 500 error for POST with age=id | POST | age=id&sex=1&chest_pain_type=2 | 500 | Validate and sanitize inputs server-side; return 4xx on bad input | 0.98 |
2025-09-29 11:42:00 | wapiti | http://127.0.0.1:5000/predict | remote file open attempt caused 500 | high | Received a HTTP 500 error for GET with f=https://wapiti3.ovh//e.php%00 | GET | __debugger__=yes&cmd=resource&f=https%3A%2F%2Fwapiti3.ovh%2F%2Fe.php%00 | 500 | Patch resource handling; avoid direct file inclusion from query string | 0.98 |
2025-09-29 11:44:00 | wapiti | http://127.0.0.1:5000/predict | form discovered | low | Wapiti found 6 URLs and forms during the scan | GET | null | 200 | Review discovered forms for authentication/CSRF risks | 0.85 |
2025-09-29 11:46:00 | wapiti | http://127.0.0.1:5000/predict | backup module activity | low | [*] Launching module backup observed | GET | null | 200 | Audit/limit backup endpoints; ensure backups are not exposed | 0.8 |
2025-09-29 11:48:00 | wapiti | http://127.0.0.1:5000/predict | brute force vector present | medium | [*] Launching module brute_login_form | POST | null | 200 | Rate-limit login attempts; implement account lockout and CAPTCHA | 0.92 |
2025-09-29 11:50:00 | wapiti | http://127.0.0.1:5000/predict | buster module probing | low | [*] Launching module buster | GET | null | 200 | Monitor for excessive 404/dir brute requests and block attacker IPs | 0.8 |
2025-09-29 11:52:00 | wapiti | http://127.0.0.1:5000/predict | cms fingerprinting | low | No Drupal/Joomla/PrestaShop/SPIP/WordPress detected | GET | null | 200 | If CMS used, keep it patched; if custom, ensure secure practices | 0.7 |
2025-09-29 11:54:00 | wapiti | http://127.0.0.1:5000/predict | crlf probing | medium | GET with __debugger__ resource and probe requests observed | GET | __debugger__=yes&cmd=resource&f=debugger.js | 200 | Validate response headers and input to prevent CRLF injection | 0.91 |
2025-09-29 11:56:00 | wapiti | http://127.0.0.1:5000/predict | POST sensitive over HTTP | high | POST http://127.0.0.1:5000/predict (data: age=30&sex=1&chest_pain_type=2) sent unencrypted | POST | age=30&sex=1&chest_pain_type=2 | 200 | Enforce HTTPS; encrypt sensitive fields in transit | 0.97 |
2025-09-29 11:58:00 | wapiti | http://127.0.0.1:5000/predict | exploit attempt triggered 500 | high | Evil request POST /predict with age=https://wapiti3.ovh//e.php produced 500 | POST | age=https%3A%2F%2Fwapiti3.ovh%2F%2Fe.php&sex=1&chest_pain_type=2 | 500 | Harden input parsing; ensure external URLs are not fetched or executed | 0.98 |
2025-09-29 12:00:00 | wapiti | http://127.0.0.1:5000/predict | file module activity | low | [*] Launching module file observed; GET resource probes | GET | __debugger__=yes&cmd=resource&f=style.css | 200 | Review file handling and restrict accessible file types | 0.82 |
2025-09-29 12:02:00 | wapiti | http://127.0.0.1:5000/predict | verbose server info | low | Wapiti 3.2.5 banner in response | GET | null | 200 | Remove or minimize server banners to reduce fingerprinting | 0.88 |
2025-09-29 12:04:00 | wapiti | http://127.0.0.1:5000/predict | session disclosure risk | medium | Scan saved to C:\\Users\\mahee\\.wapiti\\scans\\127.0.0.1_5000_page_b9926010.db (local info revealed) | GET | null | 200 | Avoid exposing filesystem paths; sanitize debug output | 0.86 |
2025-09-29 12:06:00 | wapiti | http://127.0.0.1:5000/predict | CSP missing | medium | CSP is not set for URL: http://127.0.0.1:5000/predict | GET | null | 200 | Add Content-Security-Policy header to responses | 0.95 |
2025-09-29 12:08:00 | wapiti | http://127.0.0.1:5000/predict | Sensitive data over HTTP | high | Sensitive data (POST data) was sent over an unencrypted HTTP connection to http://127.0.0.1:5000/predict | POST | age=30&sex=1&chest_pain_type=2 | 200 | Enforce HTTPS; redirect HTTP to HTTPS and enable HSTS | 0.98 |
2025-09-29 12:10:00 | wapiti | http://127.0.0.1:5000/predict | X-Frame-Options missing | low | X-Frame-Options is not set on http://127.0.0.1:5000/predict | GET | null | 200 | Add X-Frame-Options or frame-ancestors CSP to prevent clickjacking | 0.9 |
2025-09-29 12:12:00 | wapiti | http://127.0.0.1:5000/predict | X-Content-Type-Options missing | low | X-Content-Type-Options is not set on http://127.0.0.1:5000/predict | GET | null | 200 | Add X-Content-Type-Options: nosniff header | 0.9 |
2025-09-29 12:14:00 | wapiti | http://127.0.0.1:5000/predict | Sensitive GET params over HTTP | high | Sensitive data (GET parameters) was sent over an unencrypted HTTP connection to http://127.0.0.1:5000/predict?pin=default&btn=Confirm%20Pin | GET | pin=default&btn=Confirm%20Pin | 200 | Enforce HTTPS; avoid sensitive data in GET query strings | 0.97 |
2025-09-29 12:16:00 | wapiti | http://127.0.0.1:5000/ | HTTP served without redirect to HTTPS | high | Host 127.0.0.1:5000 serves HTTP content without redirecting to HTTPS. | GET | null | 200 | Configure web server to redirect HTTP -> HTTPS and enable HSTS | 0.96 |
2025-09-29 12:18:00 | wapiti | http://127.0.0.1:5000/predict | debug endpoints exposed | medium | GET http://127.0.0.1:5000/predict?__debugger__=yes&cmd=resource&f=console.png | GET | __debugger__=yes&cmd=resource&f=console.png | 200 | Disable Flask/werkzeug debug mode; restrict debug resources to localhost/dev | 0.94 |
2025-09-29 12:20:00 | wapiti | http://127.0.0.1:5000/predict | CSRF token missing | medium | Lack of anti CSRF token on POST /predict | POST | age=30&sex=1&chest_pain_type=2 | 200 | Implement anti-CSRF tokens for state-changing forms | 0.96 |
2025-09-29 12:22:00 | wapiti | http://127.0.0.1:5000/predict | 500 on malformed param | high | Received a HTTP 500 error for POST with age=id | POST | age=id&sex=1&chest_pain_type=2 | 500 | Validate and sanitize inputs server-side; return 4xx on bad input | 0.98 |
2025-09-29 12:24:00 | wapiti | http://127.0.0.1:5000/predict | remote file open attempt caused 500 | high | Received a HTTP 500 error for GET with f=https://wapiti3.ovh//e.php%00 | GET | __debugger__=yes&cmd=resource&f=https%3A%2F%2Fwapiti3.ovh%2F%2Fe.php%00 | 500 | Patch resource handling; avoid direct file inclusion from query string | 0.98 |
2025-09-29 12:26:00 | wapiti | http://127.0.0.1:5000/predict | form discovered | low | Wapiti found 6 URLs and forms during the scan | GET | null | 200 | Review discovered forms for authentication/CSRF risks | 0.85 |
2025-09-29 12:28:00 | wapiti | http://127.0.0.1:5000/predict | backup module activity | low | [*] Launching module backup observed | GET | null | 200 | Audit/limit backup endpoints; ensure backups are not exposed | 0.8 |
2025-09-29 12:30:00 | wapiti | http://127.0.0.1:5000/predict | brute force vector present | medium | [*] Launching module brute_login_form | POST | null | 200 | Rate-limit login attempts; implement account lockout and CAPTCHA | 0.92 |
2025-09-29 12:32:00 | wapiti | http://127.0.0.1:5000/predict | buster module probing | low | [*] Launching module buster | GET | null | 200 | Monitor for excessive 404/dir brute requests and block attacker IPs | 0.8 |
2025-09-29 12:34:00 | wapiti | http://127.0.0.1:5000/predict | cms fingerprinting | low | No Drupal/Joomla/PrestaShop/SPIP/WordPress detected | GET | null | 200 | If CMS used, keep it patched; if custom, ensure secure practices | 0.7 |
2025-09-29 12:36:00 | wapiti | http://127.0.0.1:5000/predict | crlf probing | medium | GET with __debugger__ resource and probe requests observed | GET | __debugger__=yes&cmd=resource&f=debugger.js | 200 | Validate response headers and input to prevent CRLF injection | 0.91 |
2025-09-29 12:38:00 | wapiti | http://127.0.0.1:5000/predict | POST sensitive over HTTP | high | POST http://127.0.0.1:5000/predict (data: age=30&sex=1&chest_pain_type=2) sent unencrypted | POST | age=30&sex=1&chest_pain_type=2 | 200 | Enforce HTTPS; encrypt sensitive fields in transit | 0.97 |
2025-09-29 12:40:00 | wapiti | http://127.0.0.1:5000/predict | exploit attempt triggered 500 | high | Evil request POST /predict with age=https://wapiti3.ovh//e.php produced 500 | POST | age=https%3A%2F%2Fwapiti3.ovh%2F%2Fe.php&sex=1&chest_pain_type=2 | 500 | Harden input parsing; ensure external URLs are not fetched or executed | 0.98 |
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