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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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⭐ Please download the dataset from here.

PRIMUS: A Pioneering Collection of Open-Source Datasets for Cybersecurity LLM Training

🤗 Primus-Instruct

The Primus-Instruct dataset contains hundreds of expert-curated cybersecurity business scenario use case instructions, with responses generated by GPT-4o. It includes tasks such as:

  • Explaining detected alerts
  • Answering questions about retrieved security documents
  • Analyzing executed suspicious commands
  • Generating query languages for retrieving security events
  • Providing security recommendations and risk assessments for Terraform configurations

🚀🚀 For more details, see our paper:
https://arxiv.org/abs/2502.11191

🔹 Message Format

Conversations are stored in messages in the following format:

[
  {"role": "user", "content": "..."},
  {"role": "assistant", "content": "..."},
  {"role": "user", "content": "..."},
  {"role": "assistant", "content": "..."}
]

Dataset Sample Statistics

Task Samples
Cybersecurity-related Tasks
Alert Explanation 100
Retrieved Security Doc QA 100
Suspicious Command Analysis 100
Security Event Query Generation 100
Terraform Security Misconfiguration Fix 96
General (Multi-turn)
General Instruction Following 339

License

This dataset is released under the ODC-By license.

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