refs.bib

@inproceedings {usenix,
author = {Andrea Marcelli and Mariano Graziano and Xabier Ugarte-Pedrero and Yanick Fratantonio and Mohamad Mansouri and Davide Balzarotti},
title = {How Machine Learning Is Solving the Binary Function Similarity Problem},
booktitle = {31st USENIX Security Symposium (USENIX Security 22)},
year = {2022},
isbn = {978-1-939133-31-1},
address = {Boston, MA},
pages = {2099--2116},
url = {https://www.usenix.org/conference/usenixsecurity22/presentation/marcelli},
publisher = {USENIX Association},
month = aug,
}


@inproceedings{elie,
  author       = {Elie Mengin and
                  Fabrice Rossi},
  title        = {Binary Diffing as a Network Alignment Problem via Belief Propagation},
  booktitle    = {36th {IEEE/ACM} International Conference on Automated Software Engineering,
                  {ASE} 2021, Melbourne, Australia, November 15-19, 2021},
  pages        = {967--978},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ASE51524.2021.9678782},
  doi          = {10.1109/ASE51524.2021.9678782},
  timestamp    = {Mon, 24 Jan 2022 17:59:41 +0100},
  biburl       = {https://dblp.org/rec/conf/kbse/MenginR21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{trex,
  title={Trex: Learning execution semantics from micro-traces for binary similarity},
  author={Pei, Kexin and Xuan, Zhou and Yang, Junfeng and Jana, Suman and Ray, Baishakhi},
  journal={arXiv preprint arXiv:2012.08680},
  year={2020}
}

@article{Kim_2023,
	doi = {10.1109/tse.2022.3187689},
  
	url = {https://doi.org/10.1109%2Ftse.2022.3187689},
  
	year = 2023,
	month = {apr},
  
	publisher = {Institute of Electrical and Electronics Engineers ({IEEE})},
  
	volume = {49},
  
	number = {4},
  
	pages = {1661--1682},
  
	author = {Dongkwan Kim and Eunsoo Kim and Sang Kil Cha and Sooel Son and Yongdae Kim},
  
	title = {Revisiting Binary Code Similarity Analysis Using Interpretable Feature Engineering and Lessons Learned},
  
	journal = {{IEEE} Transactions on Software Engineering}
}

@inproceedings{massarelli2019investigating,
  title={Investigating graph embedding neural networks with unsupervised features extraction for binary analysis},
  author={Massarelli, Luca and Di Luna, Giuseppe A and Petroni, Fabio and Querzoni, Leonardo and Baldoni, Roberto and others},
  booktitle={Proceedings of the 2nd Workshop on Binary Analysis Research (BAR)},
  pages={1--11},
  year={2019}
}

@inproceedings{gmn,
  title={Graph matching networks for learning the similarity of graph structured objects},
  author={Li, Yujia and Gu, Chenjie and Dullien, Thomas and Vinyals, Oriol and Kohli, Pushmeet},
  booktitle={International conference on machine learning},
  pages={3835--3845},
  year={2019},
  organization={PMLR}
}

@article{bindiffnn,
  title={BinDiff NN: Learning Distributed Representation of Assembly for Robust Binary Diffing against Semantic Differences},
  author={Ullah, Sami and Oh, Heekuck},
  journal={IEEE Transactions on Software Engineering},
  volume={48},
  number={9},
  pages={3442--3466},
  year={2021},
  publisher={IEEE}
}

@inproceedings{binshape,
  title={Binshape: Scalable and robust binary library function identification using function shape},
  author={Shirani, Paria and Wang, Lingyu and Debbabi, Mourad},
  booktitle={International Conference on Detection of Intrusions and Malware, and Vulnerability Assessment},
  pages={301--324},
  year={2017},
  organization={Springer}
}


@article{luo2017semantics,
  title={Semantics-based obfuscation-resilient binary code similarity comparison with applications to software and algorithm plagiarism detection},
  author={Luo, Lannan and Ming, Jiang and Wu, Dinghao and Liu, Peng and Zhu, Sencun},
  journal={IEEE Transactions on Software Engineering},
  volume={43},
  number={12},
  pages={1157--1177},
  year={2017},
  publisher={IEEE}
}

@inproceedings{deepbindiff,
  title={Deepbindiff: Learning program-wide code representations for binary diffing},
  author={Duan, Yue and Li, Xuezixiang and Wang, Jinghan and Yin, Heng},
  booktitle={Network and distributed system security symposium},
  year={2020}
}

@inproceedings{asm2vec,
  title={Asm2vec: Boosting static representation robustness for binary clone search against code obfuscation and compiler optimization},
  author={Ding, Steven HH and Fung, Benjamin CM and Charland, Philippe},
  booktitle={2019 IEEE Symposium on Security and Privacy (SP)},
  pages={472--489},
  year={2019},
  organization={IEEE}
}