Title
LLMSecConfig: An LLM-Based Approach for Fixing Software Container Misconfigurations Ziyang Ye T. H. Le Muhammad Ali Babar 83 0 0 04 Feb 2025
Assessing Vulnerability in Smart Contracts: The Role of Code Complexity Metrics in Security Analysis Masoud Jamshidiyan Tehrani Sattar Hashemi 111 0 0 26 Nov 2024
Dynamic Neural Control Flow Execution: An Agent-Based Deep Equilibrium Approach for Binary Vulnerability Detection Litao Li Steven H. H. Ding Andrew Walenstein P. Charland Benjamin C. M. Fung 34 0 0 03 Apr 2024
A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks B.K. Casey Joanna C. S. Santos George Perry 63 5 0 15 Mar 2024
A Survey of Large Language Models in Cybersecurity Gabriel de Jesus Coelho da Silva Carlos Becker Westphall 37 6 0 26 Feb 2024
A Closer Look at AUROC and AUPRC under Class Imbalance Matthew B. A. McDermott Lasse Hyldig Hansen Haoran Zhang Giovanni Angelotti Jack Gallifant 46 30 0 11 Jan 2024
VULNERLIZER: Cross-analysis Between Vulnerabilities and Software Libraries Irdin Pekaric Michael Felderer P. Steinmüller 11 2 0 18 Sep 2023
Feature Engineering-Based Detection of Buffer Overflow Vulnerability in Source Code Using Neural Networks Mst. Shapna Akter Hossain Shahriar Juan Rodriguez Cardenas S. Ahamed A. Cuzzocrea 41 1 0 01 Jun 2023
Sequential Graph Neural Networks for Source Code Vulnerability Identification Ammar Ahmed Anwar Said Mudassir Shabbir X. Koutsoukos GNN 16 0 0 23 May 2023
HyMo: Vulnerability Detection in Smart Contracts using a Novel Multi-Modal Hybrid Model M. Khodadadi J. Tahmoresnezhad 9 4 0 25 Apr 2023
Beware of the Unexpected: Bimodal Taint Analysis Yiu Wai Chow Max Schäfer Michael Pradel 28 15 0 25 Jan 2023
A Structural Approach to the Design of Domain Specific Neural Network Architectures Gerrit Nolte 13 0 0 23 Jan 2023
Open RAN Security: Challenges and Opportunities Madhusanka Liyanage An Braeken Shahriar Shahabuddin Pasika Sashmal Ranaweera 39 84 0 03 Dec 2022
DCDetector: An IoT terminal vulnerability mining system based on distributed deep ensemble learning under source code representation Wen Zhou 16 0 0 29 Nov 2022
Test2Vec: An Execution Trace Embedding for Test Case Prioritization E. Jabbar Soheila Zangeneh Hadi Hemmati R. Feldt 54 5 0 28 Jun 2022
An Exploratory Study on Code Attention in BERT Rishab Sharma Fuxiang Chen Fatemeh H. Fard David Lo 27 25 0 05 Apr 2022
LAMNER: Code Comment Generation Using Character Language Model and Named Entity Recognition Rishab Sharma Fuxiang Chen Fatemeh H. Fard 50 2 0 05 Apr 2022
Featherweight Assisted Vulnerability Discovery D. Binkley Leon Moonen Sibren Isaacman AAML 13 0 0 06 Feb 2022
Predicting sensitive information leakage in IoT applications using flows-aware machine learning approach H. Naeem Manar H. Alalfi 31 1 0 07 Jan 2022
VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning Qibin Chen Jeremy Lacomis Edward J. Schwartz Graham Neubig Bogdan Vasilescu Claire Le Goues VLM 24 35 0 05 Dec 2021
Social Media Monitoring for IoT Cyber-Threats Sofia Alevizopoulou Paris Koloveas Christos Tryfonopoulos Paraskevi Raftopoulou 11 6 0 09 Sep 2021
Software Vulnerability Detection via Deep Learning over Disaggregated Code Graph Representation Yufan Zhuang Sahil Suneja Veronika Thost Giacomo Domeniconi Alessandro Morari Jim Laredo GNN 27 15 0 07 Sep 2021
Vulnerability Detection with Fine-grained Interpretations Yi Li Shaohua Wang T. Nguyen AAML 24 212 0 19 Jun 2021
On using distributed representations of source code for the detection of C security vulnerabilities D. Coimbra Sofia Reis Rui Abreu Corina Puasuareanu H. Erdogmus 28 18 0 01 Jun 2021
SPI: Automated Identification of Security Patches via Commits Yaqin Zhou J. Siow Chenyu Wang Shangqing Liu Yang Liu 11 61 0 30 May 2021
A comparative study of neural network techniques for automatic software vulnerability detection Gaigai Tang Lianxiao Meng Shuangyin Ren Weipeng Cao Qiang Wang Lin Yang 15 17 0 29 Apr 2021
Multi-context Attention Fusion Neural Network for Software Vulnerability Identification Anshul Tanwar Hariharan Manikandan Krishnan Sundaresan Prasanna Ganesan Sathish Kumar Chandrasekaran S. Ravi AAML 14 6 0 19 Apr 2021
Exploiting Method Names to Improve Code Summarization: A Deliberation Multi-Task Learning Approach Rui Xie Wei Ye Jinan Sun Shikun Zhang 28 26 0 21 Mar 2021
Embedding Code Contexts for Cryptographic API Suggestion:New Methodologies and Comparisons Ya Xiao Salman Ahmed Wen-Kai Song Xinyang Ge Bimal Viswanath D. Yao 13 4 0 15 Mar 2021
Learning to Make Compiler Optimizations More Effective Rahim Mammadli Marija Selakovic F. Wolf Michael Pradel 21 13 0 24 Feb 2021
PalmTree: Learning an Assembly Language Model for Instruction Embedding Xuezixiang Li Qu Yu Heng Yin 24 144 0 21 Jan 2021
STRATA: Simple, Gradient-Free Attacks for Models of Code Jacob Mitchell Springer Bryn Reinstadler Una-May O’Reilly AAML 33 8 0 28 Sep 2020
Multimodal Deep Learning for Flaw Detection in Software Programs S. Heidbrink Kathryn N. Rodhouse Daniel M. Dunlavy 14 7 0 09 Sep 2020
Learning to map source code to software vulnerability using code-as-a-graph Sahil Suneja Yunhui Zheng Yufan Zhuang Jim Laredo Alessandro Morari 11 30 0 15 Jun 2020
SCELMo: Source Code Embeddings from Language Models Rafael-Michael Karampatsis Charles Sutton 24 51 0 28 Apr 2020
VulDeeLocator: A Deep Learning-based Fine-grained Vulnerability Detector Zhuguo Li Deqing Zou Shouhuai Xu Zhaoxuan Chen Yawei Zhu Hai Jin 23 182 0 08 Jan 2020
IdBench: Evaluating Semantic Representations of Identifier Names in Source Code Yaza Wainakh Moiz Rauf Michael Pradel 10 5 0 11 Oct 2019
ArduCode: Predictive Framework for Automation Engineering A. Canedo Palash Goyal Di Huang Amit Pandey Gustavo Quiros AI4CE 11 6 0 06 Sep 2019
Neural Bug Finding: A Study of Opportunities and Challenges Andrew Habib Michael Pradel 14 17 0 01 Jun 2019
A Literature Study of Embeddings on Source Code Zimin Chen Monperrus Martin 49 82 0 05 Apr 2019
Learning to Repair Software Vulnerabilities with Generative Adversarial Networks Jacob A. Harer Onur Ozdemir Tomo Lazovich Christopher P. Reale Rebecca L. Russell Louis Y. Kim Peter Chin GAN 21 71 0 18 May 2018
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 309 13,373 0 25 Aug 2014