Search Results - binary code models

An empirical study on the effectiveness of large language models for binary code understanding by Shang, Xiuwei, Fu, Zhenkan, Cheng, Shaoyin, Chen, Guoqiang, Li, Gangyang, Hu, Li, Zhang, Weiming, Yu, Nenghai

“…Binary code analysis plays a pivotal role in the field of software security and is widely used in tasks such as software maintenance, malware detection, software vulnerability discovery, patch analysis, etc…”
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Mitigating Disparate Elevation Differences between Adjacent Topobathymetric Data Models Using Binary Code by Cushing, William M., Tyler, Dean J.

“…Integrating coastal topographic and bathymetric data for creating regional seamless topobathymetric digital elevation models of the land/water interface presents a complex challenge due to the spatial…”
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CrossSimEmb: transformer-based embedding model for cross-compilation binary code similarity detection: CrossSimEmb: transformer-based embedding model for cross by Yu, Gaoqing, Huang, Wei, Lyu, Jiuyang, Wang, Dongxia, Cheng, Yixuan, Sui, Aina

“…Transformer-based pre-trained models have achieved breakthrough progress in binary code similarity detection tasks by modeling disassembled code as textual sequences, enabling researchers…”
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Codeformer: A GNN-Nested Transformer Model for Binary Code Similarity Detection by Liu, Guangming, Zhou, Xin, Pang, Jianmin, Yue, Feng, Liu, Wenfu, Wang, Junchao

“…Binary code similarity detection is used to calculate the code similarity of a pair of binary functions or files, through a certain calculation method and judgment method…”
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Adversarial Attacks Against Binary Similarity Systems by Capozzi, Gianluca, Cono D'Elia, Daniele, Antonio Di Luna, Giuseppe, Querzoni, Leonardo

“… In this context, a hot topic is the binary similarity problem, which involves determining whether two assembly functions originate from the same source code…”
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CrossSimEmb: transformer-based embedding model for cross-compilation binary code similarity detection by Yu, Gaoqing, Huang, Wei, Lyu, Jiuyang, Wang, Dongxia, Cheng, Yixuan, Sui, Aina

“…Transformer-based pre-trained models have achieved breakthrough progress in binary code similarity detection tasks by modeling disassembled code as textual sequences, enabling researchers…”
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Revisiting the common envelope evolution in binary stars: A new semianalytic model for N -body and population synthesis codes by Trani, Alessandro Alberto, Rieder, Steven, Tanikawa, Ataru, Iorio, Giuliano, Martini, Riccardo, Karelin, Georgii, Glanz, Hila, Portegies Zwart, Simon

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A Modified Maximal Divergence Sequential Auto-Encoder and Time Delay Neural Network Models for Vulnerable Binary Codes Detection by Albahar, Marwan Ali

“…Since the risks associated with software vulnerabilities are rapidly increasing, the detection of vulnerabilities in binary code has become an important area of concern for the software community…”
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Reversible Data Hiding in Encrypted Images Based on Binary Symmetric Channel Model and Polar Code by Chen, Kaimeng, Guan, Qingxiao, Zhang, Weiming, Yu, Nenghai

“…, a novel method is proposed that uses the ideas of noisy channel model and channel code. By designing the data hiding mechanism appropriately, the embedding…”
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Analysis model of binary code security flaws based on structure characteristics by Tuan XU, Lei-lei QU, Wen-chang SHI

“… was proposed.First,analysis models based on key information of code structures extracted from path subsets of characteristic element sets that are generated by source code element sets of code security flaws…”
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Research on Function Model of Binary Code by An, Ke, Gao, Hong Xia, Gao, Wei, Liu, Cheng, He, Jing

“…The paper presents a reverse analysis and crack-found methodology with the functional model as the centre for OS trusted mechanism, pays attention to the functional model establishing of binary code…”
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An improved deep hashing model for image retrieval with binary code similarities by Liu, Huawen, Wu, Zongda, Yin, Minghao, Yu, Donghua, Zhu, Xinzhong, Lou, Jungang

“… advantages, such as extremely high efficiency and low storage cost, after projecting high-dimensional data to compact binary codes…”
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UniASM: Binary code similarity detection without fine-tuning by Gu, Yeming, Shu, Hui, Kang, Fei, Hu, Fan

“… Recent studies have shown that the learning-based binary code embedding models perform better than the traditional feature-based approaches…”
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Unsupervised Adaptive Feature Selection with Binary Hashing by Shi, Dan, Zhu, Lei, Li, Jingjing, Zhang, Zheng, Chang, Xiaojun

“… In this paper, we propose a new Unsupervised Adaptive Feature Selection with Binary Hashing (UAFS-BH) model, which learns binary hash codes as weakly-supervised multi-labels and simultaneously exploits the learned labels to guide feature selection…”
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Development of a binary classifier model from extended facial codes toward video-based pain recognition in cancer patients by Cascella, Marco, Vitale, Vincenzo Norman, Mariani, Fabio, Iuorio, Manuel, Cutugno, Francesco

“… Facial expressions are the most investigated pain behavior features for APA. We constructed a binary classifier model for discriminating between the absence and presence of pain through video analysis…”
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Feature Extraction Methods for Binary Code Similarity Detection Using Neural Machine Translation Models by Ito, Norimitsu, Hashimoto, Masaki, Otsuka, Akira

“…Binary code similarity detection is an effective analysis technique for vulnerability, bug, and plagiarism detection in software for which the source code cannot be obtained…”
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The Santa Barbara Binary−disk Code Comparison by Duffell, Paul C., Dittmann, Alexander J., D’Orazio, Daniel J., Franchini, Alessia, Kratter, Kaitlin M., Penzlin, Anna B. T., Ragusa, Enrico, Siwek, Magdalena, Tiede, Christopher, Wang, Haiyang, Zrake, Jonathan, Dempsey, Adam M., Haiman, Zoltan, Lupi, Alessandro, Pirog, Michal, Ryan, Geoffrey

“… The goal of this study is to determine whether all codes agree on a numerically converged solution and to determine the necessary resolution for convergence and the number of binary orbits that must…”
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POSYDON Version 2: Population Synthesis with Detailed Binary-evolution Simulations across a Cosmological Range of Metallicities by Andrews, Jeff J., Bavera, Simone S., Briel, Max, Chattaraj, Abhishek, Dotter, Aaron, Fragos, Tassos, Gallegos-Garcia, Monica, Gossage, Seth, Kalogera, Vicky, Kasdagli, Eirini, Katsaggelos, Aggelos, Kimball, Chase, Kovlakas, Konstantinos, Kruckow, Matthias U., Liotine, Camille, Misra, Devina, Rocha, Kyle A., Souropanis, Dimitris, Srivastava, Philipp M., Sun, Meng, Teng, Elizabeth, Xing, Zepei, Zapartas, Emmanouil, Zevin, Michael

“… of detailed binary evolution models computed using the MESA code, which follows both stars’ structures as a binary system evolves through its complete evolution…”
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An Instruction Embedding Model for Binary Code Analysis by Redmond, Kimberly Michelle

“…Binary code analysis is important for understanding programs without access to the original source code, which is common with proprietary software…”
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Semantic Awareness Model For Binary Operator Code by Gao, Haichao, Fang, Liming, Li, Yang, Li, Minghui

“… The above attack methods require a certain understanding of the structure of the model, so it becomes a challenge to restore the category of binary operators…”
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