Automated Software Vulnerability Assessment with Concept Drift

21 March 2021

Papers citing "Automated Software Vulnerability Assessment with Concept Drift"

20 / 20 papers shown

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
EvalSVA: Multi-Agent Evaluators for Next-Gen Software Vulnerability Assessment Xin-Cheng Wen Jiaxin Ye Cuiyun Gao Lianwei Wu Qing Liao 42 1 0 28 Jan 2025
Automatic Data Labeling for Software Vulnerability Prediction Models: How Far Are We? Triet Huynh Muhammad Ali Babar 36 2 0 25 Jul 2024
Automated Code-centric Software Vulnerability Assessment: How Far Are We? An Empirical Study in C/C++ Anh The Nguyen T. H. Le Muhammad Ali Babar 34 2 0 24 Jul 2024
Mitigating Data Imbalance for Software Vulnerability Assessment: Does Data Augmentation Help? T. H. Le Muhammad Ali Babar 32 5 0 15 Jul 2024
Software Vulnerability Prediction in Low-Resource Languages: An Empirical Study of CodeBERT and ChatGPT T. H. Le Muhammad Ali Babar Tung Hoang Thai 27 7 0 26 Apr 2024
SpamDam: Towards Privacy-Preserving and Adversary-Resistant SMS Spam Detection Yekai Li Rufan Zhang Wenxin Rong Xianghang Mi 42 2 0 15 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
Are Latent Vulnerabilities Hidden Gems for Software Vulnerability Prediction? An Empirical Study T. H. Le Xiaoning Du Muhammad Ali Babar 25 7 0 20 Jan 2024
SmartValidator: A Framework for Automatic Identification and Classification of Cyber Threat Data Chadni Islam Muhammad Ali Babar Roland Croft Helge Janicke 41 19 0 15 Mar 2022
APIRO: A Framework for Automated Security Tools API Recommendation Zarrin Tasnim Sworna Chadni Islam M. Babar 13 27 0 20 Jan 2022
KGSecConfig: A Knowledge Graph Based Approach for Secured Container Orchestrator Configuration Mubin Ul Haque M. M. Kholoosi Muhammad Ali Babar 10 13 0 21 Dec 2021
An Investigation into Inconsistency of Software Vulnerability Severity across Data Sources Roland Croft M. Babar Li Li 21 18 0 20 Dec 2021
Automated Security Assessment for the Internet of Things Xuanyu Duan Mengmeng Ge T. H. Le Faheem Ullah Shang Gao Xuequan Lu M. Babar 55 19 0 09 Sep 2021
DeepCVA: Automated Commit-level Vulnerability Assessment with Deep Multi-task Learning T. H. Le David Hin Roland Croft Muhammad Ali Babar 22 50 0 18 Aug 2021
A Survey on Data-driven Software Vulnerability Assessment and Prioritization T. H. Le Huaming Chen Muhammad Ali Babar 24 78 0 18 Jul 2021
An Empirical Analysis of Practitioners' Perspectives on Security Tool Integration into DevOps R. Rajapakse Mansooreh Zahedi M. Babar 19 21 0 05 Jul 2021
A Large-scale Study of Security Vulnerability Support on Developer Q&A Websites T. H. Le Roland Croft David Hin M. Babar 6 24 0 10 Aug 2020
PUMiner: Mining Security Posts from Developer Question and Answer Websites with PU Learning T. H. Le David Hin Roland Croft M. Babar 17 20 0 08 Mar 2020
Deep Learning for Source Code Modeling and Generation: Models, Applications and Challenges T. H. Le Hao Chen Muhammad Ali Babar VLM 64 152 0 13 Feb 2020