Rethinking the Capability of Fine-Tuned Language Models for Automated Vulnerability Repair, ICSE 2026 > International Papers

Rethinking the Capability of Fine-Tuned Language Models for Automated Vulnerability Repair

Woorim Han, Yeongjun Kwak, Miseon Yu, Kyeongmin Kim, Younghan Lee^*, Hyungon Moon, Yunheung Paek^*

IEEE/ACM International Conference on Software Engineering (ICSE 2026)

*: Correspondence should be addressed to Younghan Lee and Yunheung Paek

0
0

목록 답변 다음글

AI Security Rethinking the Capability of Fine-Tuned Language Models for Automated Vulnerability Repair, ICSE 2026

Privacy Enhancing Computing Towards an Efficient Dataflow-flexible Accelerator by Finding Optimal Dataflows of DNNs, Future Generation Computer Systems, Sep 2025

Privacy Enhancing Computing An Accelerator for Low-computational Overhead Privacy-Preserving GNN Inference, HiPC 2025

Privacy Enhancing Computing SLOTHE: Lazy Approximation of Non-Arithmetic Neural Network Functions over Encrypted Data, USENIX Security 2025

SW Security BASTAG: Byte-level Access Control on Shared Memory using ARM Memory Tagging Extension, ACM CCS 2025

HW Security SPHINCSLET:An Area-efficient Accelerator for the Full SPHINCS+ Digital Signature Algorithm, ACM Transactions on Embedded Computing Systems, Mar 2025

Privacy Enhancing Computing Affinity-based Optimizations for TFHE on Processing-in-DRAM, ASPLOS 2025 Affinity-based Optimizations for TFHE on Processing-in-DRAM, ASPLOS 2025

SW Security ROSEC: Intra-Process Isolation for ROS Composition with Memory Protection Keys, IEEE Transactions on Automation Science and Engineering (T-ASE, Impact Factor : 5.9), Dec 2024

SW Security Enhancing a Lock-and-Key Scheme With MTE to Mitigate Use-After-Frees, IEEE Access, Dec 2023

Privacy Enhancing Computing LOHEN: Layer-wise Optimizations for Neural Network Inferences over Encrypted Data with high Performance or Accuracy, USENIX Security 2025

AI Security VFLIP: A Backdoor Defense for Vertical Federated Learning via Identification and Purification, ESORICS 2024

HW Security SPHINCSLET - A Lightweight Implementation of SPHINCS+, DAC WIP 2024

Privacy Enhancing Computing Affinity-based Optimizations of Homomorphic Encryption Operations on Processing-in-DRAM, DAC WIP 2024

HW Security An Efficient Hardware/Software Co-design for FALCON on Low-End Embedded Systems, IEEE Access, April 2024

SW Security MetaSafe: Compiling for Protecting Smart Pointer Metadata to Ensure Safe Rust Integrity, USENIX Security 2024

HW Security XTENSTORE: Fast Shielded In-memory Key-Value Store on a Hybrid x86-FPGA System, DATE 2022

HW Security Optimizing Hardware Resource Utilization for Accelerating the NTRU-KEM Algorithm, Computers, 2023

SW Security KVSEV: Secure In-Memory Key-Value Store on AMD Secure Encrypted Virtualization, SoCC 2023

AI Security FLGuard: Byzantine-Robust Federated Learning via Ensemble of Contrastive Models, ESORICS 2023

SW Security ZOMETAG: Zone-based Memory Tagging for Fast, Deterministic Detection of Spatial Memory Violations on ARM, IEEE Transactions on Information Forensics and Security (Impact Factor: 7.23), Jul 2023