Search Results - "binary code"

alpha Diff: Cross-Version Binary Code Similarity Detection with DNN by Liu, Bingchang, Huo, Wei, Zhang, Chao, Li, Wenchao, Li, Feng, Piao, Aihua, Zou, Wei

“…Binary code similarity detection (BCSD) has many applications, including patch analysis, plagiarism detection, malware detection, and vulnerability search etc…”
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Spherical Hashing: Binary Code Embedding with Hyperspheres by Heo, Jae-Pil, Lee, Youngwoon, He, Junfeng, Chang, Shih-Fu, Yoon, Sung-Eui

“…Many binary code embedding schemes have been actively studied recently, since they can provide efficient similarity search, and compact data representations suitable for handling large scale image database…”
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A Fast Optimization Method for General Binary Code Learning by Shen, Fumin, Zhou, Xiang, Yang, Yang, Song, Jingkuan, Shen, Heng Tao, Tao, Dacheng

“…Hashing or binary code learning has been recognized to accomplish efficient near neighbor search, and has thus attracted broad interests in recent retrieval, vision, and learning studies…”
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Unleashing Mayhem on Binary Code by Cha, Sang Kil, Avgerinos, Thanassis, Rebert, Alexandre, Brumley, David

“… Mayhem works on raw binary code without debugging information. To make exploit generation possible at the binary-level, Mayhem addresses two major technical challenges…”
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Learning binary code for fast nearest subspace search by Zhou, Lei, Bai, Xiao, Liu, Xianglong, Zhou, Jun, Hancock, Edwin R.

“…•We design a new objective function which not only considers the hamming distances between similar pairs, but also constrains the hamming distances between…”
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Codee: A Tensor Embedding Scheme for Binary Code Search by Yang, Jia, Fu, Cai, Liu, Xiao-Yang, Yin, Heng, Zhou, Pan

“…Given a target binary function, the binary code search retrieves top-K similar functions in the repository, and similar functions represent that they are compiled from the same source codes…”
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CcNav: Understanding Compiler Optimizations in Binary Code by Devkota, Sabin, Aschwanden, Pascal, Kunen, Adam, Legendre, Matthew, Isaacs, Katherine E.

“… Users need to navigate through thousands of lines of binary code and correlate it to source code concepts to understand the results of the compilation and to identify optimizations…”
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ParserHunter: Identify parsing functions in binary code by Scapin, Marco, Pinelli, Fabio, Galletta, Letterio

“…Parsing and validation functions are crucial because they process untrusted data, e.g., user inputs. Due to their complexity, these functions are highly…”
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Revisiting Binary Code Similarity Analysis Using Interpretable Feature Engineering and Lessons Learned by Kim, Dongkwan, Kim, Eunsoo, Cha, Sang Kil, Son, Sooel, Kim, Yongdae

“…Binary code similarity analysis (BCSA) is widely used for diverse security applications, including plagiarism detection, software license violation detection, and vulnerability discovery…”
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BinDeep: A deep learning approach to binary code similarity detection by Tian, Donghai, Jia, Xiaoqi, Ma, Rui, Liu, Shuke, Liu, Wenjing, Hu, Changzhen

“…•We propose a novel deep learning based solution for binary code similarity detection…”
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Learning Binary Code for Personalized Fashion Recommendation by Lu, Zhi, Hu, Yang, Jiang, Yunchao, Chen, Yan, Zeng, Bing

“… In this paper, we propose to learn binary code for efficient personalized fashion outfits recommendation…”
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Cross-Modality Binary Code Learning via Fusion Similarity Hashing by Hong Liu, Rongrong Ji, Yongjian Wu, Feiyue Huang, Baochang Zhang

“…Binary code learning has been emerging topic in large-scale cross-modality retrieval recently…”
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Binary Code Similarity Detection by Liu, Zian

“…Binary code similarity detection is to detect the similarity of code at binary (assembly) level without source code…”
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UniASM: Binary code similarity detection without fine-tuning by Gu, Yeming, Shu, Hui, Kang, Fei, Hu, Fan

“…Binary code similarity detection (BCSD) is widely used in various binary analysis tasks such as vulnerability search, malware detection, clone detection, and patch analysis…”
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Grey-Box Concolic Testing on Binary Code by Choi, Jaeseung, Jang, Joonun, Han, Choongwoo, Cha, Sang Kil

“…We present grey-box concolic testing, a novel path-based test case generation method that combines the best of both white-box and grey-box fuzzing. At a high…”
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FIN: Boosting binary code embedding by normalizing function inlinings by Amouei, Mohammadhossein, Fung, Benjamin C.M., Charland, Philippe

“…Binary code similarity detection (BCSD) is essential for identifying similar code sections across different programs, regardless of their source languages, compilation options, or underlying architectures…”
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Uncertainty-aware discrete hashing for low-risk binary code learning by Chang, Cheng, Zhang, Jingyi, Lv, Benfu

“… A critical challenge in hashing is to minimize the Quantization Error (QE) when transforming real-valued features into compact binary codes, as it measures information loss during quantization…”
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DiffBCE: Difference contrastive learning for binary code embeddings by Zhang, Yun, Cheng, Ge

“…Binary code embedding plays a crucial role in binary similarity detection and software security analysis…”
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Semantic aware-based instruction embedding for binary code similarity detection by Jia, Yuhao, Yu, Zhicheng, Hong, Zhen

“…Binary code similarity detection plays a crucial role in various applications within binary security, including vulnerability detection, malicious software analysis, etc…”
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BinCola: Diversity-Sensitive Contrastive Learning for Binary Code Similarity Detection by Jiang, Shuai, Fu, Cai, He, Shuai, Lv, Jianqiang, Han, Lansheng, Hu, Hong

“…Binary Code Similarity Detection (BCSD) is a fundamental binary analysis technique in the area of software security…”
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