{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T16:06:17Z","timestamp":1759334777118,"version":"build-2065373602"},"publisher-location":"Cham","reference-count":40,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031944543"},{"type":"electronic","value":"9783031944550"}],"license":[{"start":{"date-parts":[[2025,9,5]],"date-time":"2025-09-05T00:00:00Z","timestamp":1757030400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,9,5]],"date-time":"2025-09-05T00:00:00Z","timestamp":1757030400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-031-94455-0_10","type":"book-chapter","created":{"date-parts":[[2025,9,4]],"date-time":"2025-09-04T09:22:33Z","timestamp":1756977753000},"page":"203-225","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["BinSimDB: Benchmark Dataset Construction for\u00a0Fine-Grained Binary Code Similarity Analysis"],"prefix":"10.1007","author":[{"given":"Fei","family":"Zuo","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cody","family":"Tompkins","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qiang","family":"Zeng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lannan","family":"Luo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yung Ryn","family":"Choe","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Junghwan","family":"Rhee","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,9,5]]},"reference":[{"key":"10_CR1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"360","DOI":"10.1007\/978-3-030-30215-3_18","volume-title":"Information Security","author":"A Acar","year":"2019","unstructured":"Acar, A., Lu, L., Uluagac, A.S., Kirda, E.: An analysis of malware trends in enterprise networks. In: Lin, Z., Papamanthou, C., Polychronakis, M. (eds.) ISC 2019. LNCS, vol. 11723, pp. 360\u2013380. Springer, Cham (2019). https:\/\/doi.org\/10.1007\/978-3-030-30215-3_18"},{"key":"10_CR2","doi-asserted-by":"crossref","unstructured":"Ahn, S., Ahn, S., Koo, H., Paek, Y.: Practical binary code similarity detection with BERT-based transferable similarity learning. In: The 38th Annual Computer Security Applications Conference (ACSAC). pp. 361\u2013374 (2022)","DOI":"10.1145\/3564625.3567975"},{"key":"10_CR3","doi-asserted-by":"crossref","unstructured":"Andriesse, D., Slowinska, A., Bos, H.: Compiler-agnostic function detection in binaries. In: IEEE European Symposium on Security and Privacy (2017)","DOI":"10.1109\/EuroSP.2017.11"},{"key":"10_CR4","unstructured":"Bao, T., Burket, J., Woo, M., Turner, R., Brumley, D.: ByteWeight: learning to recognize functions in binary code. In: The 23rd USENIX Security Symposium (2014)"},{"key":"10_CR5","first-page":"1877","volume":"33","author":"T Brown","year":"2020","unstructured":"Brown, T., et al.: Language models are few-shot learners. Adv. Neural. Inf. Process. Syst. 33, 1877\u20131901 (2020)","journal-title":"Adv. Neural. Inf. Process. Syst."},{"key":"10_CR6","doi-asserted-by":"crossref","unstructured":"Carter, C., Onunkwo, I., Cordeiro, P., Johnson, J.: Cyber security assessment of distributed energy resources. In: The 44th Photovoltaic Specialist Conference (PVSC), pp. 2135\u20132140 (2017)","DOI":"10.1109\/PVSC.2017.8366503"},{"key":"10_CR7","doi-asserted-by":"crossref","unstructured":"Cozzi, E., Vervier, P.A., Dell\u2019Amico, M., Shen, Y., Bilge, L., Balzarotti, D.: The tangled genealogy of IoT malware. In: The 36th Annual Computer Security Applications Conference (ACSAC), pp. 1\u201316 (2020)","DOI":"10.1145\/3427228.3427256"},{"key":"10_CR8","unstructured":"Dai, H., Dai, B., Song, L.: Discriminative embeddings of latent variable models for structured data. In: International conference on machine learning (ICML), pp. 2702\u20132711 (2016)"},{"key":"10_CR9","doi-asserted-by":"crossref","unstructured":"Ding, S.H., Fung, B.C., Charland, P.: Asm2vec: boosting static representation robustness for binary clone search against code obfuscation and compiler optimization. In: IEEE Symposium on Security and Privacy, pp. 472\u2013489 (2019)","DOI":"10.1109\/SP.2019.00003"},{"key":"10_CR10","doi-asserted-by":"crossref","unstructured":"Duan, Y., Li, X., Wang, J., Yin, H.: Deepbindiff: learning program-wide code representations for binary diffing. In: Network and Distributed System Security Symposium (NDSS) (2020)","DOI":"10.14722\/ndss.2020.24311"},{"key":"10_CR11","doi-asserted-by":"crossref","unstructured":"Gao, H., Cheng, S., Xue, Y., Zhang, W.: A lightweight framework for function name reassignment based on large-scale stripped binaries. In: The 30th ACM SIGSOFT International Symposium on Software Testing and Analysis, pp. 607\u2013619 (2021)","DOI":"10.1145\/3460319.3464804"},{"key":"10_CR12","unstructured":"GNU Project: GNU packages. https:\/\/www.gnu.org\/software\/software.en.html (2023). Accessed 01 Mar 2023"},{"key":"10_CR13","doi-asserted-by":"crossref","unstructured":"Junod, P., Rinaldini, J., Wehrli, J., Michielin, J.: Obfuscator-llvm\u2013software protection for the masses. In: IEEE\/ACM 1st International Workshop on Software Protection, pp.\u00a03\u20139 (2015)","DOI":"10.1109\/SPRO.2015.10"},{"key":"10_CR14","doi-asserted-by":"crossref","unstructured":"Kim, D., Kim, E., Cha, S.K., Son, S., Kim, Y.: Revisiting binary code similarity analysis using interpretable feature engineering and lessons learned. IEEE Trans. Software Eng. (2022)","DOI":"10.1109\/TSE.2022.3187689"},{"key":"10_CR15","doi-asserted-by":"crossref","unstructured":"Kim, G., Hong, S., Franz, M., Song, D.: Improving cross-platform binary analysis using representation learning via graph alignment. In: The 31st ACM SIGSOFT International Symposium on Software Testing and Analysis (2022)","DOI":"10.1145\/3533767.3534383"},{"key":"10_CR16","unstructured":"Kingma, D.P., Ba, J.: Adam: A method for stochastic optimization. In: International Conference on Learning Representations (ICLR) (2015)"},{"key":"10_CR17","doi-asserted-by":"crossref","unstructured":"Lageman, N., Kilmer, E.D., Walls, R.J., McDaniel, P.D.: BinDNN: resilient function matching using deep learning. In: The 12th International Conference on Security and Privacy in Communication Networks (SecureComm) (2016)","DOI":"10.1007\/978-3-319-59608-2_29"},{"key":"10_CR18","doi-asserted-by":"crossref","unstructured":"Li, X., Qu, Y., Yin, H.: Palmtree: learning an assembly language model for instruction embedding. In: The ACM SIGSAC Conference on Computer and Communications Security, pp. 3236\u20133251 (2021)","DOI":"10.1145\/3460120.3484587"},{"key":"10_CR19","unstructured":"Marcelli, A., Graziano, M., Ugarte-Pedrero, X., Fratantonio, Y., Mansouri, M., Balzarotti, D.: How machine learning is solving the binary function similarity problem. In: The 31st USENIX Security Symposium, pp. 2099\u20132116 (2022)"},{"key":"10_CR20","doi-asserted-by":"crossref","unstructured":"Massarelli, L., Di\u00a0Luna, G.A., Petroni, F., Baldoni, R., Querzoni, L.: SAFE: self-attentive function embeddings for binary similarity. In: The 16th International Conference on Detection of Intrusions and Malware, and Vulnerability Assessment (DIMVA) (2019)","DOI":"10.1007\/978-3-030-22038-9_15"},{"key":"10_CR21","unstructured":"Mounet, F.B.: All your solar panels are belong to me. https:\/\/media.defcon.org\/DEF%20CON%2024\/DEF%20CON%2024%20presentations\/DEF%20CON%2024%20-%20Fred-Bret-Mounet-All-Your-Solar-Panels-Are-Belong-To-Me.pdf (2024). Accessed 22 Jun 2024"},{"issue":"4","key":"10_CR22","doi-asserted-by":"publisher","first-page":"280","DOI":"10.1016\/j.icte.2020.04.005","volume":"6","author":"QD Ngo","year":"2020","unstructured":"Ngo, Q.D., Nguyen, H.T., Le, V.H., Nguyen, D.H.: A survey of IoT malware and detection methods based on static features. ICT Express 6(4), 280\u2013286 (2020)","journal-title":"ICT Express"},{"key":"10_CR23","doi-asserted-by":"crossref","unstructured":"Pang, C., et al.: SoK: all you ever wanted to know about x86\/x64 binary disassembly but were afraid to ask. In: IEEE Symposium on Security and Privacy, pp. 833\u2013851 (2021)","DOI":"10.1109\/SP40001.2021.00012"},{"key":"10_CR24","doi-asserted-by":"crossref","unstructured":"Qiao, R., Sekar, R.: Function interface analysis: a principled approach for function recognition in cots binaries. In: The 47th Annual IEEE\/IFIP International Conference on Dependable Systems and Networks (DSN) (2017)","DOI":"10.1109\/DSN.2017.29"},{"key":"10_CR25","doi-asserted-by":"crossref","unstructured":"Shrestha, M., et al.: ProvSec: cybersecurity system provenance analysis benchmark dataset. In: The 21st IEEE\/ACIS International Conference on Software Engineering Research, Management and Applications (2023)","DOI":"10.1109\/SERA57763.2023.10197743"},{"issue":"20","key":"10_CR26","doi-asserted-by":"publisher","first-page":"20018","DOI":"10.1109\/JIOT.2022.3170927","volume":"9","author":"Q Song","year":"2022","unstructured":"Song, Q., Zhang, Y., Wang, B., Chen, Y.: Inter-BIN: interaction-based cross-architecture IoT binary similarity comparison. IEEE Internet Things J. 9(20), 20018\u201320033 (2022)","journal-title":"IEEE Internet Things J."},{"key":"10_CR27","unstructured":"The LLVM Project: LLVM online documentation (2023). https:\/\/llvm.org\/doxygen\/classllvm_1_1MachineBasicBlock.html. Accessed 01 Mar 2023"},{"key":"10_CR28","doi-asserted-by":"crossref","unstructured":"Tian, Y., Lawall, J., Lo, D.: Identifying Linux bug fixing patches. In: The 34th International Conference on Software Engineering (ICSE) (2012)","DOI":"10.1109\/ICSE.2012.6227176"},{"key":"10_CR29","unstructured":"Vaswani, A., et al.: Attention is all you need. In: Advances in Neural Information Processing Systems, vol. 30 (2017)"},{"key":"10_CR30","doi-asserted-by":"crossref","unstructured":"Votipka, D., Punzalan, M.N., Rabin, S.M., Tausczik, Y., Mazurek, M.L.: An investigation of online reverse engineering community discussions in the context of GHIDRA. In: IEEE European Symposium on Security and Privacy (2021)","DOI":"10.1109\/EuroSP51992.2021.00012"},{"key":"10_CR31","doi-asserted-by":"crossref","unstructured":"Wang, H., et al.: Itrans: jump-aware transformer for binary code similarity detection. In: The 31st ACM SIGSOFT International Symposium on Software Testing and Analysis (2022)","DOI":"10.1145\/3533767.3534367"},{"key":"10_CR32","doi-asserted-by":"crossref","unstructured":"Wang, X., Wang, S., Feng, P., Sun, K., Jajodia, S.: PatchDB: a large-scale security patch dataset. In: The 51st Annual IEEE\/IFIP International Conference on Dependable Systems and Networks (DSN) (2021)","DOI":"10.1109\/DSN48987.2021.00030"},{"key":"10_CR33","doi-asserted-by":"crossref","unstructured":"Wang, Z., Lv, Q., Lan, X., Zhang, Y.: Cross-lingual knowledge graph alignment via graph convolutional networks. In: The Conference on Empirical Methods in Natural Language Processing (EMNLP) (2018)","DOI":"10.18653\/v1\/D18-1032"},{"key":"10_CR34","doi-asserted-by":"crossref","unstructured":"Xu, X., Liu, C., Feng, Q., Yin, H., Song, L., Song, D.: Neural network-based graph embedding for cross-platform binary code similarity detection. In: ACM SIGSAC Conference on Computer and Communications Security, pp. 363\u2013376 (2017)","DOI":"10.1145\/3133956.3134018"},{"key":"10_CR35","unstructured":"Yang, C., Liu, Z., Zhao, D., Sun, M., Chang, E.Y.: Network representation learning with rich text information. In: The International Joint Conference on Artificial Intelligence (IJCAI) (2015)"},{"key":"10_CR36","doi-asserted-by":"crossref","unstructured":"Yen, T.F., Heorhiadi, V., Oprea, A., Reiter, M.K., Juels, A.: An epidemiological study of malware encounters in a large enterprise. In: ACM SIGSAC Conference on Computer and Communications Security, pp. 1117\u20131130 (2014)","DOI":"10.1145\/2660267.2660330"},{"key":"10_CR37","doi-asserted-by":"crossref","unstructured":"Yu, Z., Cao, R., Tang, Q., Nie, S., Huang, J., Wu, S.: Order matters: semantic-aware neural networks for binary code similarity detection. In: The AAAI Conference on Artificial Intelligence (2020)","DOI":"10.1609\/aaai.v34i01.5466"},{"key":"10_CR38","doi-asserted-by":"crossref","unstructured":"Zuo, F., Li, X., Young, P., Luo, L., Zeng, Q., Zhang, Z.: Neural machine translation inspired binary code similarity comparison beyond function pairs. In: Network and Distributed System Security Symposium (NDSS) (2019)","DOI":"10.14722\/ndss.2019.23492"},{"issue":"2","key":"10_CR39","doi-asserted-by":"publisher","first-page":"1513","DOI":"10.1007\/s10207-023-00795-8","volume":"23","author":"F Zuo","year":"2024","unstructured":"Zuo, F., Rhee, J.: Vulnerability discovery based on source code patch commit mining: a systematic literature review. Int. J. Inf. Secur. 23(2), 1513\u20131526 (2024)","journal-title":"Int. J. Inf. Secur."},{"key":"10_CR40","doi-asserted-by":"crossref","unstructured":"Zuo, F., Rhee, J., Kim, Y., Oh, J., Qian, G.: A comprehensive dataset towards hands-on experience enhancement in a research-involved cybersecurity program. In: The 24th Annual Conference on Information Technology Education (SIGITE), pp. 118\u2013124 (2023)","DOI":"10.1145\/3585059.3611416"}],"container-title":["Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","Security and Privacy in Communication Networks"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-94455-0_10","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,30]],"date-time":"2025-09-30T22:14:05Z","timestamp":1759270445000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-94455-0_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,5]]},"ISBN":["9783031944543","9783031944550"],"references-count":40,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-94455-0_10","relation":{},"ISSN":["1867-8211","1867-822X"],"issn-type":[{"type":"print","value":"1867-8211"},{"type":"electronic","value":"1867-822X"}],"subject":[],"published":{"date-parts":[[2025,9,5]]},"assertion":[{"value":"5 September 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"SecureComm","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Security and Privacy in Communication Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Dubai","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"United Arab Emirates","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 October 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 October 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"securecomm2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/securecomm.eai-conferences.org\/2024\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}