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binary analysis

12 papers

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Co-occurring keywords · papers mentioning both

machine learning (2) error correction (2) reverse engineering (2) malware analysis (2) function similarity (2) transfer learning (2) network security (1) source code (1) static analysis (1) binary executable (1)

Papers

BDLF-Qwen3: Enhanced Cross-Architecture Binary Function Similarity Detection Through Binary Dynamic Layer Fusion AAAI 2026 BinMetric: A Comprehensive Binary Code Analysis Benchmark for Large Language Models IJCAI 2025 Assemblage: Automatic Binary Dataset Construction for Machine Learning NeurIPS 2024 Is Function Similarity Over-Engineered? Building a Benchmark NeurIPS 2024 Learning Cross-Architecture Instruction Embeddings for Binary Code Analysis in Low-Resource Architectures NAACL 2024 Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases NeurIPS 2024 EMBERSim: A Large-Scale Databank for Boosting Similarity Search in Malware Analysis NeurIPS 2023 Relational Debugging --- Pinpointing Root Causes of Performance Problems OSDI 2023 Automated Verification of Network Function Binaries NSDI 2022 Coda: An End-to-End Neural Program Decompiler NeurIPS 2019 REPT: Reverse Debugging of Failures in Deployed Software OSDI 2018 Static Analysis of Binary Executables Using Structural SVMs NeurIPS 2010