Security Analysis

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
Security Analysis
Software Security
Prompt Injection
2023.10.25 2025.05.28
Literature Database

Critical Path Prioritization Dashboard for Alert-driven Attack Graphs

Authors: Sònia Leal Díaz, Sergio Pastrana, Azqa Nadeem | Published: 2023-10-19
Security Analysis
User Experience Evaluation
Attack Graph Generation
2023.10.19 2025.05.28
Literature Database

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
Model Design
Adversarial Example
2023.10.17 2025.05.28
Literature Database

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
Security Analysis
Prompting Strategy
Dynamic Analysis
2023.10.12 2025.05.28
Literature Database

5G Network Slicing: Analysis of Multiple Machine Learning Classifiers

Authors: Mirsad Malkoc, Hisham A. Kholidy | Published: 2023-10-03
Security Analysis
Network Slicing
Machine Learning Method
2023.10.03 2025.05.28
Literature Database

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
Security Analysis
Prompt Injection
Vulnerability Prediction
2023.10.02 2025.05.28
Literature Database

Prov2vec: Learning Provenance Graph Representation for Unsupervised APT Detection

Authors: Bibek Bhattarai, H. Howie Huang | Published: 2023-10-02
Watermarking
Security Analysis
Threat modeling
2023.10.02 2025.05.28
Literature Database

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
Security Analysis
Program Verification
Attack Method
2023.07.20 2025.05.28
Literature Database

Hidden Markov Models with Random Restarts vs Boosting for Malware Detection

Authors: Aditya Raghavan, Fabio Di Troia, Mark Stamp | Published: 2023-07-17
AUC Evaluation
Security Analysis
Malware Detection with Limited Samples
2023.07.17 2025.05.28
Literature Database

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
Security Analysis
Dataset Generation
Educational Data Mining
2023.07.13 2025.05.28
Literature Database
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