Towards Classifying Benign and Malicious Packages Using Machine Learning

Recently, the number of malicious open-source packages in package repositories has been increasing dramatically. While major security scanners focus on identifying known Common Vulnerabilities and Exposures CVEs in open-source packages, there are very few studies on detecting malicious packages...

Pack-A-Mal: A Malware Analysis Framework for Open-Source Packages

The increasingly sophisticated environment in which attackers operate makes software security an even greater challenge in open-source projects, where malicious packages are prevalent. Static analysis tools, such as Malcontent, are highly useful but are often incapable of dealing with obfuscated...

Hybrid Fuzzing with LLM-Guided Input Mutation and Semantic Feedback

Software fuzzing has become a cornerstone in automated vulnerability discovery, yet existing mutation strategies often lack semantic awareness, leading to redundant test cases and slow exploration of deep program states. In this work, I present a hybrid fuzzing framework that integrates static an...

BlueCodeAgent: A Blue Teaming Agent Enabled by Automated Red Teaming for CodeGen AI

As large language models LLMs are increasingly used for code generation, concerns over the security risks have grown substantially. Early research has primarily focused on red teaming, which aims to uncover and evaluate vulnerabilities and risks of CodeGen models. However, progress on the blue...

Security Analysis of Ponzi Schemes in Ethereum Smart Contracts

The rapid advancement of blockchain technology has precipitated the widespread adoption of Ethereum and smart contracts across a variety of sectors. However, this has also given rise to numerous fraudulent activities, with many speculators embedding Ponzi schemes within smart contracts, resulting...

EUVD-2024-3432

Malicious code in bioql PyPI...

EUVD-2024-2491

Malicious code in bioql PyPI...

PinTools

This repository is an example and proof-of-concept PoC for dynamic binary analysis using the Pin tool. The code is designed to detect the classical use-after-free vulnerability. The Pin tool is a dynamic binary instrumentation framework that allows developers to analyze and modify the behavior of...

Feature-Centric Approaches to Android Malware Analysis: a Survey

Sophisticated malware families exploit the openness of the Android platform to infiltrate IoT networks, enabling large-scale disruption, data exfiltration, and denial-of-service attacks. This systematic literature review SLR examines cutting-edge approaches to Android malware analysis with direct...

Linux Distros Unpatched Vulnerability : CVE-2022-3767

The Linux/Unix host has one or more packages installed that are impacted by a vulnerability without a vendor supplied patch available. - Missing validation in DAST analyzer affecting all versions from 1.11.0 prior to 3.0.32, allows custom request headers to be sent with every request, regardless ...

Demystifying the Role of Rule-Based Detection in AI Systems for Windows Malware Detection

Malware detection increasingly relies on AI systems that integrate signature-based detection with machine learning. However, these components are typically developed and combined in isolation, missing opportunities to reduce data complexity and strengthen defenses against adversarial EXEmples,...

Exploit for CVE-2017-3143

Awesome Vulnerability Research 🦄 A curated list of the awesome resources about the Vulnerability Research First things first: There are no exploits in this project. Vulnerabilities != Exploits A Vulnerability resides in the software itself, doing nothing on its own. If you are really curious abou...

The vulnerability of the dynamic_analysis.html component in the Mobile Security Framework (MobSF), a security research framework for mobile applications, allows an attacker to execute cross-site scripting attacks.

The vulnerability of the dynamicanalysis.htm component in the Mobile Security Framework MobSF for mobile application security research is related to the lack of protective measures for the web page structure. Exploiting this vulnerability allows a remote attacker to execute cross-site scripting...

PoCGen: Generating Proof-Of-Concept Exploits for Vulnerabilities in Npm Packages

Security vulnerabilities in software packages are a significant concern for developers and users alike. Patching these vulnerabilities in a timely manner is crucial to restoring the integrity and security of software systems. However, previous work has shown that vulnerability reports often lack...

Dynamic Malware Classification of Windows PE Files Using CNNs and Greyscale Images Derived from Runtime API Call Argument Conversion

Malware detection and classification remains a topic of concern for cybersecurity, since it is becoming common for attackers to use advanced obfuscation on their malware to stay undetected. Conventional static analysis is not effective against polymorphic and metamorphic malware as these change...

QUT-DV25: a Dataset for Dynamic Analysis of Next-Gen Software Supply Chain Attacks

Securing software supply chains is a growing challenge due to the inadequacy of existing datasets in capturing the complexity of next-gen attacks, such as multiphase malware execution, remote access activation, and dynamic payload generation. Existing datasets, which rely on metadata inspection a...

Security-By-Design at the Telco Edge with OSS: Challenges and Lessons Learned

This paper presents our experience, in the context of an industrial R&D project, on securing GENIO, a platform for edge computing on Passive Optical Network PON infrastructures, and based on Open-Source Software OSS. We identify threats and related mitigations through hardening, vulnerability...

CVE-2025-31116

Mobile Security Framework MobSF is a pen-testing, malware analysis and security assessment framework capable of performing static and dynamic analysis. The mitigation for CVE-2024-29190 in validhost uses socket.gethostbyname, which is vulnerable to SSRF abuse using DNS rebinding technique. This...

CVE-2025-31116 Mobile Security Framework (MobSF) has a SSRF Vulnerability fix bypass on assetlinks_check with DNS Rebinding

Mobile Security Framework MobSF is a pen-testing, malware analysis and security assessment framework capable of performing static and dynamic analysis. The mitigation for CVE-2024-29190 in validhost uses socket.gethostbyname, which is vulnerable to SSRF abuse using DNS rebinding technique. This...

Stored Cross-site Scripting (XSS)

Mobile Security Framework MobSF is vulnerable to Stored Cross-Site Scripting XSS. The vulnerability is due to improper sanitization of the bundle ID value in dynamicanalysis.html, which allows an attacker to inject special characters and break the HTML context, leading to Stored XSS...