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The JWT signature verification failed. Check the signing key and the algorithm.
Error code:   JWTInvalidSignature
Exception:    InvalidSignatureError
Message:      Signature verification failed
Traceback:    Traceback (most recent call last):
                File "/src/libs/libapi/src/libapi/jwt_token.py", line 286, in validate_jwt
                  decoded = jwt.decode(
                      jwt=token,
                  ...<2 lines>...
                      options=options,
                  )
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jwt.py", line 368, in decode
                  decoded = self.decode_complete(
                      jwt,
                  ...<8 lines>...
                      leeway=leeway,
                  )
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jwt.py", line 265, in decode_complete
                  decoded = self._jws.decode_complete(
                      jwt,
                  ...<3 lines>...
                      detached_payload=detached_payload,
                  )
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jws.py", line 270, in decode_complete
                  self._verify_signature(
                  ~~~~~~~~~~~~~~~~~~~~~~^
                      signing_input,
                      ^^^^^^^^^^^^^^
                  ...<4 lines>...
                      options=merged_options,
                      ^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/jwt/api_jws.py", line 417, in _verify_signature
                  raise InvalidSignatureError("Signature verification failed")
              jwt.exceptions.InvalidSignatureError: Signature verification failed

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The full CJ Jones' synthetic dataset catalog is available at: https://datadeveloper1.gumroad.com

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πŸ“„ 100 Samples of Synthetic Automated Penetration Test Reports

This dataset contains 100+ realistic, synthetic penetration testing reports structured to simulate professional internal security assessments. Each record models the full flow of a pentest engagement, including:

  • Reconnaissance / Discovery Phase
  • Vulnerability Assessment (with CVE tagging)
  • Exploitation Attempts (success/failure)
  • Final Risk Ratings and Recommendations

These reports are ideal for training LLMs, security copilots, vulnerability classifiers, and summarization agents focused on cybersecurity operations and incident response.


πŸ“š Dataset Structure

Each entry includes:

  • Test Metadata: ID, tester, organization, IPs, confidentiality level
  • Discovery Phase: Simulated nmap or banner-grab output
  • Vulnerability Assessment: CVEs, CVSS scores, tools used (ZAP, Burp Suite, Metasploit)
  • Exploitation Results: Command-line tools, outcomes, reverse shell sessions
  • Risk Summary: Confidence level, remediation, OWASP-aligned recommendations

All entities such as hostnames, ports, and vulnerabilities are synthetically generated for training purposes. No real systems or data are used.

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