Static Analysis

Benchmark Static API Call Datasets for Malware Family Classification

Authors: Berkant Düzgün, Aykut Çayır, Ferhat Demirkıran, Ceyda Nur Kahya, Buket Gençaydın, Hasan Dağ | Published: 2021-11-30 | Updated: 2022-08-04
Dataset evaluation
Malware Detection Method
Static Analysis

MALIGN: Explainable Static Raw-byte Based Malware Family Classification using Sequence Alignment

Authors: Shoumik Saha, Sadia Afroz, Atif Rahman | Published: 2021-11-28 | Updated: 2024-01-12
Program Analysis
Malware Detection Method
Static Analysis

xFuzz: Machine Learning Guided Cross-Contract Fuzzing

Authors: Yinxing Xue, Jiaming Ye, Wei Zhang, Jun Sun, Lei Ma, Haijun Wang, Jianjun Zhao | Published: 2021-11-24 | Updated: 2022-06-30
Smart Contract
Vulnerability Management
Static Analysis

InspectJS: Leveraging Code Similarity and User-Feedback for Effective Taint Specification Inference for JavaScript

Authors: Saikat Dutta, Diego Garbervetsky, Shuvendu Lahiri, Max Schäfer | Published: 2021-11-18
Website Vulnerability
Program Analysis
Static Analysis

Certifying Decision Trees Against Evasion Attacks by Program Analysis

Authors: Stefano Calzavara, Pietro Ferrara, Claudio Lucchese | Published: 2020-07-06
Program Analysis
Attack Pattern Extraction
Static Analysis