@InProceedings{10.1007/978-3-031-35644-5_20,
    author="Kumar, Rajesh
    and Talwar, Rachit
    and Sharma, Manik
    and Kumari, Suchi
    and Goel, Shivani
    and Malhotra, Kanika
    and Ahmed, Faiz",
    editor="Garg, Deepak
    and Narayana, V. A.
    and Suganthan, P. N.
    and Anguera, Jaume
    and Koppula, Vijaya Kumar
    and Gupta, Suneet Kumar",
    title="Malware Detection in URL Using Machine Learning Approach",
    booktitle="Advanced Computing",
    year="2023",
    publisher="Springer Nature Switzerland",
    address="Cham",
    pages="251--263",
    isbn="978-3-031-35644-5"
}

@article{saha2023adversarial,
    title={Adversarial Robustness of Learning-based Static Malware Classifiers},
    author={Saha, Shoumik and Wang, Wenxiao and Kaya, Yigitcan and Feizi, Soheil},
    journal={arXiv preprint arXiv:2303.13372},
    year={2023}
}

@article{okpongete2022intelligent,
    title={Intelligent Endpoint-based Ransomware Detection Framework},
    author={Okpongete, Faith},
    year={2022}
}

@article{장재석2022autoencoder,
    title={AutoEncoder 기반 역난독화 사전학습 및 전이학습을 통한 악성코드 탐지 방법론},
    author={장재석 and 구본재 and 엄성준 and 한지형},
    journal={한국정보처리학회 학술대회논문집},
    volume={29},
    number={2},
    pages={905--907},
    year={2022},
    publisher={한국정보처리학회}
}

@InProceedings{10.1007/978-3-031-09484-2_3,
    author="Meloni, Francesco
    and Sanna, Alessandro
    and Maiorca, Davide
    and Giacinto, Giorgio",
    editor="Cavallaro, Lorenzo
    and Gruss, Daniel
    and Pellegrino, Giancarlo
    and Giacinto, Giorgio",
    title="Extended Abstract: Effective Call Graph Fingerprinting for the Analysis and Classification of Windows Malware",
    booktitle="Detection of Intrusions and Malware, and Vulnerability Assessment",
    year="2022",
    publisher="Springer International Publishing",
    address="Cham",
    pages="42--52",
    isbn="978-3-031-09484-2"
}

@article{gao2022malware,
    title={Malware Detection by Control-Flow Graph Level Representation Learning With Graph Isomorphism Network},
    author={Gao, Yun and Hasegawa, Hirokazu and Yamaguchi, Yukiko and Shimada, Hajime},
    journal={IEEE Access},
    volume={10},
    pages={111830--111841},
    year={2022},
    publisher={IEEE}
}

@article{asghar2022sok,
    title={SoK: Use of Cryptography in Malware Obfuscation},
    author={Asghar, Hassan Jameel and Zhao, Benjamin Zi Hao and Ikram, Muhammad and Nguyen, Giang and Kaafar, Dali and Lamont, Sean and Coscia, Daniel},
    journal={arXiv preprint arXiv:2212.04008},
    year={2022}
}

@article{wei2021toward,
    title={Toward identifying APT malware through API system calls},
    author={Wei, Chaoxian and Li, Qiang and Guo, Dong and Meng, Xiangyu},
    journal={Security and Communication Networks},
    volume={2021},
    pages={1--14},
    year={2021},
    publisher={Hindawi Limited}
}

@inproceedings{frederick2022corpus,
  title={A Corpus of Encoded Malware Byte Information as Images for Efficient Classification},
  author={Frederick, Ryan and Shapiro, Joseph and Calix, Ricardo A},
  booktitle={2022 16th International Conference on Signal-Image Technology \& Internet-Based Systems (SITIS)},
  pages={32--36},
  year={2022},
  organization={IEEE}
}

@inproceedings{el2022comparison,
  title={Comparison of Feature Extraction and Classification Techniques of PE Malware},
  author={El Neel, Leena and Copiaco, Abigail and Obaid, Walid and Mukhtar, Husameldin},
  booktitle={2022 5th International Conference on Signal Processing and Information Security (ICSPIS)},
  pages={26--31},
  year={2022},
  organization={IEEE}
}

@inproceedings{sharma2022deep,
  title={Deep Learning based Residual Attention Network for Malware Detection in CyberSecurity},
  author={Sharma, Ruchi and Deshmukh, Shreyas and Mannava, Amartya and Birla, Pulkit},
  booktitle={2022 6th International Conference on Intelligent Computing and Control Systems (ICICCS)},
  pages={851--856},
  year={2022},
  organization={IEEE}
}

@article{al2023ensemble,
  title={An ensemble deep learning classifier stacked with fuzzy ARTMAP for malware detection},
  author={Al-Andoli, Mohammed Nasser and Tan, Shing Chiang and Sim, Kok Swee and Goh, Pey Yun and Lim, Chee Peng},
  journal={Journal of Intelligent \& Fuzzy Systems},
  number={Preprint},
  pages={1--17},
  year={2023},
  publisher={IOS Press}
}

@phdthesis{saracino2023machine,
  title={Machine Learning for malware characterization and identification},
  author={Saracino, Marco},
  year={2023},
  school={Politecnico di Torino}
}

@article{abdelwahed2023detecting,
  title={Detecting Malware Activities with MalpMiner: A Dynamic Analysis Approach},
  author={Abdelwahed, Mustafa F and Kamal, Mustafa M and Sayed, Samir G},
  journal={IEEE Access},
  year={2023},
  publisher={IEEE}
}

@article{maniriho2022evaluation,
  title={Evaluation and survey of state of the art malware detection and classification techniques: Analysis and recommendation},
  author={Maniriho, Pascal and Mahmood, Abdun and Chowdhury, Mohammad Jabed Morshed},
  journal={Available at SSRN 4197678},
  year={2022}
}

@phdthesis{sindoni2023toward,
  title={Toward a methodology for malware analysis and characterization for Machine Learning application},
  author={Sindoni, Andrea},
  year={2023},
  school={Politecnico di Torino}
}

@article{mouro2022tecnicas,
  title={T{\'e}cnicas de aprendizaje m{\'a}quina para an{\'a}lisis de malware},
  author={Mouro Gonz{\'a}lez, Samuel},
  year={2022}
}

@inproceedings{shinde2022knowledge,
  title={Knowledge Graph creation on Windows malwares and completion using knowledge graph embedding},
  author={Shinde, Omkar and Khobragade, Anish},
  booktitle={2022 4th International Conference on Advances in Computing, Communication Control and Networking (ICAC3N)},
  pages={1980--1984},
  year={2022},
  organization={IEEE}
}

@article{sanz2022uso,
  title={Uso de algoritmos de machine learning para la detecci{\'o}n de archivos malware},
  author={Sanz Garc{\'\i}a, Sergio},
  year={2022},
  publisher={Universidad Nacional de Educaci{\'o}n a Distancia (Espa{\~n}a). Escuela T{\'e}cnica~…}
}