Delete unnecessary information and fix link errors

Author: bbug96-crkim

README.md

@@ -248,7 +248,7 @@ the PKCS #11 device and store it in a file in PEM format. With can then use:
 
 #### Post-Quantum Cryptography with ML-DSA
 
-Model signing supports post-quantum cryptographic signatures using **ML-DSA** (Module Lattice Digital Signature Algorithm), standardized as [NIST FIPS 204](https://csrc.nist.gov/publications/detail/fips/204/final) in August 2024. ML-DSA provides security against both classical and quantum computer attacks, making it suitable for long-term security requirements.
+Model signing supports post-quantum cryptographic signatures using **ML-DSA** (Module Lattice Digital Signature Algorithm), standardized as [NIST FIPS 204](https://csrc.nist.gov/pubs/fips/204/final) in August 2024. ML-DSA provides security against both classical and quantum computer attacks, making it suitable for long-term security requirements.
 
 To enable ML-DSA support, install the optional dependencies:
 
@@ -364,10 +364,10 @@ Note that ML-DSA signatures are significantly larger than traditional ECDSA sign
 
 | Algorithm | Public Key | Private Key | Signature | Quantum-Safe |
 |-----------|------------|-------------|-----------|--------------|
-| ECDSA P-256 | 91 B | 121 B | 70 B | ? |
-| ML-DSA-44 | 1,312 B | 2,560 B | 2,420 B | ? |
-| ML-DSA-65 | 1,952 B | 4,032 B | 3,309 B | ? |
-| ML-DSA-87 | 2,592 B | 4,896 B | 4,627 B | ? |
+| ECDSA P-256 | 91 B | 121 B | 70 B | No |
+| ML-DSA-44 | 1,312 B | 2,560 B | 2,420 B | Yes (NIST Level 2) |
+| ML-DSA-65 | 1,952 B | 4,032 B | 3,309 B | Yes (NIST Level 3) |
+| ML-DSA-87 | 2,592 B | 4,896 B | 4,627 B | Yes (NIST Level 5) |
 
 While ML-DSA signatures are larger, they provide quantum-resistant security, which is increasingly important for long-term model integrity protection.
 
@@ -391,8 +391,6 @@ model_signing.verifying.Config().use_ml_dsa_verifier(
 ).verify("bert-base-uncased", "model.sig")
 ```
 
-For more details, see the [ML-DSA implementation documentation](ML_DSA_IMPLEMENTATION.md).
-
 #### OpenTelemetry Support
 
 Model signing supports optional distributed tracing and observability through OpenTelemetry. This allows you to monitor signing operations, track performance, and integrate with observability platforms.

docs/ml_dsa_examples.md

@@ -698,21 +698,3 @@ model_signing sign ml-dsa my_model \
     --signature model.sig
 ```
 
-### Getting Help
-
-- **Documentation**: [model-signing documentation](https://github.com/sigstore/model-transparency)
-- **Issues**: [GitHub Issues](https://github.com/sigstore/model-transparency/issues)
-- **Security**: Report security issues to security@sigstore.dev
-- **ML-DSA Spec**: [NIST FIPS 204](https://csrc.nist.gov/publications/detail/fips/204/final)
-
-## Conclusion
-
-ML-DSA provides quantum-resistant signatures for long-term model integrity protection. While the keys and signatures are larger than traditional methods, they ensure your models remain secure even against future quantum computers.
-
-For most use cases, we recommend:
-- **ML-DSA-65** for production models
-- **Password-protected keys** for enhanced security
-- **CI/CD integration** for automated signing
-- **Regular key rotation** (annually or as needed)
-
-Start with the basic examples and gradually adopt advanced features as your security requirements evolve.