conftrace_

secure code generation

4 papers

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Co-occurring keywords · papers mentioning both

large language model (3) vulnerability detection (2) code security (1) vulnerability repair (1) dense retriever (1) multi-layer aggregation (1) multi-objective training (1) security analyzer (1) dataset (1) utility (1)

Papers

DeepGuard: Secure Code Generation via Multi-Layer Semantic Aggregation ACL 2026 Can You Really Trust Code Copilot? Evaluating Large Language Models from a Code Security Perspective ACL 2025 Instruction Tuning for Secure Code Generation ICML 2024 SecCoder: Towards Generalizable and Robust Secure Code Generation EMNLP 2024