arXiv CS
open access
Embedding Drift in Code Vulnerability Models Under Intended Behaviour-Preserving Transformations
Code edits that preserve program behaviour can shift frozen code embeddings across classifier decision boundaries, causing correctly detected vulnerabilities to be predicted as benign. Such instability is problematic because semantically neutral changes, including comment removal, insertion of unrea
Conceptio Open Archive
Analyze & explore related research in Conceptio
Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.
This document is indexed with metadata only: full text is not available in the archive for this record. Open the official source ↗
Related documents
- Embedding Drift in Code Vulnerability Models Under Intended Behaviour-Preserving Transformations#1035169
- On-the-Fly Input Adaptation for Reliable Code Intelligence#204852
- OpenAnt: LLM-Powered Vulnerability Discovery Through Code Decomposition, Adversarial Verification, and Dynamic Testing#287048
- Towards Effective Black-Box Adversarial Attacks on Deep Code Models via Structural and Identifier Perturbations#1062134
- Leveraging Code Embeddings to Identify and Address Blind Spots in Benchmark Creation#438627
Record · ID 1006933
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive