Search Results - Code detection

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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Poisoned source code detection in code models by Ghannoum, Ehab, Ghafari, Mohammad

“…Deep learning models have gained popularity for conducting various tasks involving source code…”
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Automatic code generation based on Abstract Syntax-based encoding. Application on malware detection code generation based on MITRE ATT&CK techniques by Sîrbu, Alexandru-Gabriel, Czibula, Gabriela

“…In the last decade, the area of code generation based on natural language was one of the most studied machine learning topics…”
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SmellyBot: An AI‐Powered Software Bot for Code Smell Detection by Alazba, Amal, Aljamaan, Hamoud, Alshayeb, Mohammad

“…Context Automating code smell detection through a software bot offers significant benefits in terms of efficiency, code quality, and developer productivity…”
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Malicious code detection based on many‐objective transfer model by Zhang, Binquan, Wu, Di, Lan, Zhuoxuan, Cui, Zhihua, Xie, Liping

“… Existing transfer learning‐based malicious code detection improves detection accuracy by transferring pre…”
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VulGraB: Graph‐embedding‐based code vulnerability detection with bi‐directional gated graph neural network by Wang, Sixuan, Huang, Chen, Yu, Dongjin, Chen, Xin

“…Code vulnerabilities can have serious consequences such as system attacks and data leakage, making it crucial to perform code vulnerability detection during the software development phase…”
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Code smell detection by deep direct-learning and transfer-learning by Sharma, Tushar, Efstathiou, Vasiliki, Louridas, Panos, Spinellis, Diomidis

“… Second, investigate the possibility of applying transfer-learning in the context of detecting code smells…”
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A Deep Learning Approach for a Source Code Detection Model Using Self-Attention by Meng, Yao, Liu, Long

“… In this paper, we propose a novel source code detection model At-biLSTM based on a bidirectional LSTM network with a self-attention layer…”
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Liquid–Solid Triboelectric Nanogenerator‐Based DNA Barcode Detection Biosensor for Species Identification by Ma, Wenlong, Li, Jiawei, Qu, Xiaolin, Sun, Shao‘e, Zhou, Yanan, Liu, Yitong, Wang, Peng, Sha, Zhongli

“…DNA barcode detection method is widely applied for species identification, which is imperative to evaluate the effect of human economic activities on the biodiversity of ecosystem…”
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Demonstration of a general fault‐tolerant quantum error detection code for (2n + 1)‐qubit entangled state on IBM 16‐qubit quantum computer by Singh, Ranveer Kumar, Panda, Bishvanwesha, Behera, Bikash K., Panigrahi, Prasanta K.

“… Several error detection codes have been proposed and realised for lower number of qubit systems…”
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Detecting code vulnerabilities with heterogeneous GNN training: Detecting code vulnerabilities with heterogeneous GNN training by Luo, Yu, Xu, Weifeng, Xu, Dianxiang

“…Detecting vulnerabilities in source code is a critical task for software security assurance…”
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To what extent can maintenance problems be predicted by code smell detection? – An empirical study by Yamashita, Aiko, Moonen, Leon

“… This study is aimed at a detailed investigation to which extent problems in maintenance projects can be predicted by the detection of currently known code smells…”
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SourcererCC: Scaling Code Clone Detection to Big-Code by Sajnani, Hitesh, Saini, Vaibhav, Svajlenko, Jeffrey, Roy, Chanchal K., Lopes, Cristina V.

“…Despite a decade of active research, there has been a marked lack in clone detection techniques that scale to large repositories for detecting near-miss clones…”
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Improving Cross-Language Code Clone Detection via Code Representation Learning and Graph Neural Networks by Mehrotra, Nikita, Sharma, Akash, Jindal, Anmol, Purandare, Rahul

“…Code clone detection is an important aspect of software development and maintenance…”
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Malicious Code Detection Based on Code Semantic Features by Zhang, Yu, Li, Binglong

“… The existing Android malicious code analysis methods majorly focus on detection based on signatures, inter-component communication, and other configuration information features…”
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FedCSD: A Federated Learning Based Approach for Code-Smell Detection by Alawadi, Sadi, Alkharabsheh, Khalid, Alkhabbas, Fahed, Kebande, Victor R., Awaysheh, Feras M., Palomba, Fabio, Awad, Mohammed

“… This paper addresses the previous challenges by proposing a Federated Learning Code Smell Detection (FedCSD…”
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Graphene Nanoplatelets–PVDF Stretchable Sensors for Tactile Interaction: From Grasp Detection to Morse Code Communication by Díaz‐Mena, Víctor, Sánchez‐Romate, Xoan F., Sánchez, M., Ureña, A.

“… This optimal formulation was further explored through proof‐of‐concept tactile demonstrations, including Morse code communication and grasp detection…”
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Protecting expressive circuits with a quantum error detection code by Self, Chris N., Benedetti, Marcello, Amaro, David

“… In this context, we develop a quantum error detection code for implementations on existing trapped-ion computers…”
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Malicious code detection based on CNNs and multi-objective algorithm by Cui, Zhihua, Du, Lei, Wang, Penghong, Cai, Xingjuan, Zhang, Wensheng

“… The detection of malicious code is becoming increasingly crucial, and current methods of detection require much improvement…”
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Are your comments outdated? Toward automatically detecting code‐comment consistency by Huang, Yuan, Chen, Yinan, Chen, Xiangping, Zhou, Xiaocong

“…In software development and maintenance, code comments can help developers understand source code and improve communication among developers…”
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