Software Security

Secure Software Development: Issues and Challenges

Authors: Sam Wen Ping, Jeffrey Cheok Jun Wah, Lee Wen Jie, Jeremy Bong Yong Han, Saira Muzafar | Published: 2023-11-18
Security Assurance
Software Security
Resource Scarcity Issues

HAL 9000: Skynet’s Risk Manager

Authors: Tadeu Freitas, Mário Neto, Inês Dutra, João Soares, Manuel Correia, Rolando Martins | Published: 2023-11-15
Software Security
Machine Learning Method
Vulnerability Management

Software Repositories and Machine Learning Research in Cyber Security

Authors: Mounika Vanamala, Keith Bryant, Alex Caravella | Published: 2023-11-01
Security Analysis
Software Security
Topic Modeling

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

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
Smart Contract
Software Security
Vulnerability Mitigation Technique

Confidential Computing across Edge-to-Cloud for Machine Learning: A Survey Study

Authors: SM Zobaed, Mohsen Amini Salehi | Published: 2023-07-31
TEE Implementation
Software Security
Data Management System

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
Graph Neural Network
Software Security
Static Analysis

Harnessing the Speed and Accuracy of Machine Learning to Advance Cybersecurity

Authors: Khatoon Mohammed | Published: 2023-02-24 | Updated: 2024-03-02
Watermarking
Software Security
Vulnerability Analysis

Beware of the Unexpected: Bimodal Taint Analysis

Authors: Yiu Wai Chow, Max Schäfer, Michael Pradel | Published: 2023-01-25
Software Security
Program Analysis
Vulnerability Management

Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection

Authors: Benjamin Steenhoek, Hongyang Gao, Wei Le | Published: 2022-12-15 | Updated: 2023-10-01
Software Security
Data Flow Analysis
Program Analysis