Short Paper: Static and Microarchitectural ML-Based Approaches For Detecting Spectre Vulnerabilities and Attacks
Authors: Chidera Biringa, Gaspard Baye, Gökhan Kul | Published: 2022-10-26
Dynamic Analysis
Multi-view Representation Learning from Malware to Defend Against Adversarial Variants
Authors: James Lee Hu, Mohammadreza Ebrahimi, Weifeng Li, Xin Li, Hsinchun Chen | Published: 2022-10-25
An Efficient Multi-Step Framework for Malware Packing Identification
Authors: Jong-Wouk Kim, Yang-Sae Moon, Mi-Jung Choi | Published: 2022-08-17
Ransomware Classification and Detection With Machine Learning Algorithms
Authors: Mohammad Masum, Md Jobair Hossain Faruk, Hossain Shahriar, Kai Qian, Dan Lo, Muhaiminul Islam Adnan | Published: 2022-07-02
Leveraging Machine Learning for Ransomware Detection
Authors: Nanda Rani, Sunita Vikrant Dhavale | Published: 2022-06-04
Fuzzing+Hardware Performance Counters-Based Detection of Algorithm Subversion Attacks on Post-Quantum Signature Schemes
Authors: Animesh Basak Chowdhury, Anushree Mahapatra, Deepraj Soni, Ramesh Karri | Published: 2022-03-13
Vulnerability Detection in Open Source Software: An Introduction
Authors: Stuart Millar | Published: 2022-03-06
DDUO: General-Purpose Dynamic Analysis for Differential Privacy
Authors: Chike Abuah, Alex Silence, David Darais, Joe Near | Published: 2021-03-16
The Coming Era of AlphaHacking? A Survey of Automatic Software Vulnerability Detection, Exploitation and Patching Techniques
Authors: Tiantian Ji, Yue Wu, Chang Wang, Xi Zhang, Zhongru Wang | Published: 2018-05-28 | Updated: 2018-05-30
Survey of Machine Learning Techniques for Malware Analysis
Authors: Daniele Ucci, Leonardo Aniello, Roberto Baldoni | Published: 2017-10-23 | Updated: 2018-11-26