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
Security Analysis
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
Is there a Trojan! : Literature survey and critical evaluation of the latest ML based modern intrusion detection systems in IoT environments
Authors: Vishal Karanam | Published: 2023-06-14
Interpreting GNN-based IDS Detections Using Provenance Graph Structural Features
Authors: Kunal Mukherjee, Joshua Wiedemeier, Tianhao Wang, Muhyun Kim, Feng Chen, Murat Kantarcioglu, Kangkook Jee | Published: 2023-06-01 | Updated: 2025-09-22