Software Repositories and Machine Learning Research in Cyber Security
Authors: Mounika Vanamala, Keith Bryant, Alex Caravella | Published: 2023-11-01
ソフトウェアセキュリティ
Enhancing Large Language Models for Secure Code Generation: A Dataset-driven Study on Vulnerability Mitigation
Authors: Jiexin Wang, Liuwen Cao, Xitong Luo, Zhiping Zhou, Jiayuan Xie, Adam Jatowt, Yi Cai | Published: 2023-10-25
Efficient Avoidance of Vulnerabilities in Auto-completed Smart Contract Code Using Vulnerability-constrained Decoding
Authors: André Storhaug, Jingyue Li, Tianyuan Hu | Published: 2023-09-18 | Updated: 2023-10-06
Confidential Computing across Edge-to-Cloud for Machine Learning: A Survey Study
Authors: SM Zobaed, Mohsen Amini Salehi | Published: 2023-07-31
Survey of Malware Analysis through Control Flow Graph using Machine Learning
Authors: Shaswata Mitra, Stephen A. Torri, Sudip Mittal | Published: 2023-05-15 | Updated: 2023-06-20
Harnessing the Speed and Accuracy of Machine Learning to Advance Cybersecurity
Authors: Khatoon Mohammed | Published: 2023-02-24 | Updated: 2024-03-02
Beware of the Unexpected: Bimodal Taint Analysis
Authors: Yiu Wai Chow, Max Schäfer, Michael Pradel | Published: 2023-01-25
Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection
Authors: Benjamin Steenhoek, Hongyang Gao, Wei Le | Published: 2022-12-15 | Updated: 2023-10-01
RADAR: A TTP-based Extensible, Explainable, and Effective System for Network Traffic Analysis and Malware Detection
Authors: Yashovardhan Sharma, Simon Birnbach, Ivan Martinovic | Published: 2022-12-07 | Updated: 2023-04-13
Multi-feature Dataset for Windows PE Malware Classification
Authors: Muhammad Irfan Yousuf, Izza Anwer, Tanzeela Shakir, Minahil Siddiqui, Maysoon Shahid | Published: 2022-10-28