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
セキュリティ分析
Critical Path Prioritization Dashboard for Alert-driven Attack Graphs
Authors: Sònia Leal Díaz, Sergio Pastrana, Azqa Nadeem | Published: 2023-10-19
The Efficacy of Transformer-based Adversarial Attacks in Security Domains
Authors: Kunyang Li, Kyle Domico, Jean-Charles Noirot Ferrand, Patrick McDaniel | Published: 2023-10-17
Harnessing the Power of LLM to Support Binary Taint Analysis
Authors: Puzhuo Liu, Chengnian Sun, Yaowen Zheng, Xuan Feng, Chuan Qin, Yuncheng Wang, Zhenyang Xu, Zhi Li, Peng Di, Yu Jiang, Limin Sun | Published: 2023-10-12 | Updated: 2025-01-09
5G Network Slicing: Analysis of Multiple Machine Learning Classifiers
Authors: Mirsad Malkoc, Hisham A. Kholidy | Published: 2023-10-03
Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives
Authors: Sihao Hu, Tiansheng Huang, Fatih İlhan, Selim Furkan Tekin, Ling Liu | Published: 2023-10-02 | Updated: 2023-10-16
Prov2vec: Learning Provenance Graph Representation for Unsupervised APT Detection
Authors: Bibek Bhattarai, H. Howie Huang | Published: 2023-10-02
LLM Censorship: A Machine Learning Challenge or a Computer Security Problem?
Authors: David Glukhov, Ilia Shumailov, Yarin Gal, Nicolas Papernot, Vardan Papyan | Published: 2023-07-20
Hidden Markov Models with Random Restarts vs Boosting for Malware Detection
Authors: Aditya Raghavan, Fabio Di Troia, Mark Stamp | Published: 2023-07-17
Student Assessment in Cybersecurity Training Automated by Pattern Mining and Clustering
Authors: Valdemar Švábenský, Jan Vykopal, Pavel Čeleda, Kristián Tkáčik, Daniel Popovič | Published: 2023-07-13