Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond

The quantity and quality of vulnerability datasets are essential for developing deep learning solutions to vulnerability-related tasks. Due to the limited availability of vulnerabilities, a common approach to building such datasets is analyzing security patches in source code. However, existing...

react-native-keys insecurely stores encryption cipher and Base64 chunks

react-native-keys 0.7.11 is vulnerable to sensitive information disclosure remote as encryption cipher and Base64 chunks are stored as plaintext in the compiled native binary. Attackers can extract these secrets using basic static analysis tools...

Exposing Hidden Backdoors in NFT Smart Contracts: a Static Security Analysis of Rug Pull Patterns

The explosive growth of Non-Fungible Tokens NFTs has revolutionized digital ownership by enabling the creation, exchange, and monetization of unique assets on blockchain networks. However, this surge in popularity has also given rise to a disturbing trend: the emergence of rug pulls - fraudulent...

CVE-2025-45001

react-native-keys 0.7.11 is vulnerable to sensitive information disclosure remote as encryption cipher and Base64 chunks are stored as plaintext in the compiled native binary. Attackers can extract these secrets using basic static analysis tools...

CVE-2025-45001

react-native-keys 0.7.11 is vulnerable to sensitive information disclosure remote as encryption cipher and Base64 chunks are stored as plaintext in the compiled native binary. Attackers can extract these secrets using basic static analysis tools...

ModelForge: Using GenAI to Improve the Development of Security Protocols

Formal methods can be used for verifying security protocols, but their adoption can be hindered by the complexity of translating natural language protocol specifications into formal representations. In this paper, we introduce ModelForge, a novel tool that automates the translation of protocol...

Malicious code in fin-logger (npm)

--- -= Per source details. Do not edit below this line.=- Source: ghsa-malware ef9a10c09cf18a155ebac430e436ab4c59017c72a1948cea3cbc1b70815cd8a7 Any computer that has this package installed or running should be considered fully compromised. All secrets and keys stored on that computer should be...

MAL-2025-4720 Malicious code in sess-store (npm)

--- -= Per source details. Do not edit below this line.=- Source: ghsa-malware d881da182c700bdb8c7c87dfc1b74eb7fd669c9905fdbdbafd08ed876b644959 Any computer that has this package installed or running should be considered fully compromised. All secrets and keys stored on that computer should be...

MAL-2025-4711 Malicious code in bank-auth (npm)

--- -= Per source details. Do not edit below this line.=- Source: ghsa-malware 4f0763ca6a35d86ac26d0d79bf3170ea38a642062f030c19ac17589065a5e1c3 Any computer that has this package installed or running should be considered fully compromised. All secrets and keys stored on that computer should be...

Ai-Driven Vulnerability Analysis in Smart Contracts: Trends, Challenges and Future Directions

Smart contracts, integral to blockchain ecosystems, enable decentralized applications to execute predefined operations without intermediaries. Their ability to enforce trustless interactions has made them a core component of platforms such as Ethereum. Vulnerabilities such as numerical overflows,...

Malicious code in virtru-design-params (npm)

The package communicates with a domain associated with malicious activity. --- -= Per source details. Do not edit below this line.=- Source: ghsa-malware 2c17dc3a9d15ee9a1acba1ea2eac04dd9544e09908d2014fcb8b9c689ba07c29 Any computer that has this package installed or running should be considered...

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...

There'S Waldo: PCB Tamper Forensic Analysis Using Explainable AI on Impedance Signatures

The security of printed circuit boards PCBs has become increasingly vital as supply chain vulnerabilities, including tampering, present significant risks to electronic systems. While detecting tampering on a PCB is the first step for verification, forensics is also needed to identify the modified...

FIST: a Structured Threat Modeling Framework for Fraud Incidents

Fraudulent activities are rapidly evolving, employing increasingly diverse and sophisticated methods that pose serious threats to individuals, organizations, and society. This paper proposes the FIST Framework Fraud Incident Structured Threat Framework, an innovative structured threat modeling...

Faraday 5.14.1

Faraday is a tool that introduces a new concept called IPE, or Integrated Penetration-Test Environment. It is a multiuser penetration test IDE designed for distribution, indexation and analysis of the generated data during the process of a security audit. The main purpose of Faraday is to re-use...

Demystifying Myth Stealer: A Rust Based InfoStealer

Demystifying Myth Stealer: A Rust Based InfoStealer By Niranjan Hegde, Vasantha Lakshmanan Ambasankar and Adarsh S · June 5, 2025 Introduction During regular proactive threat hunting, the Trellix Advanced Research Center identified a fully undetected infostealer malware sample written in Rust. Up...

TracLLM: a Generic Framework for Attributing Long Context LLMs

Long context large language models LLMs are deployed in many real-world applications such as RAG, agent, and broad LLM-integrated applications. Given an instruction and a long context e.g., documents, PDF files, webpages, a long context LLM can generate an output grounded in the provided context,...

Attack Effect Model Based Malicious Behavior Detection

Traditional security detection methods face three key challenges: inadequate data collection that misses critical security events, resource-intensive monitoring systems, and poor detection algorithms with high false positive rates. We present FEAD Focus-Enhanced Attack Detection, a framework that...

Comprehensive Vulnerability Analysis Is Necessary for Trustworthy LLM-MAS

This paper argues that a comprehensive vulnerability analysis is essential for building trustworthy Large Language Model-based Multi-Agent Systems LLM-MAS. These systems, which consist of multiple LLM-powered agents working collaboratively, are increasingly deployed in high-stakes applications bu...

MAL-2025-4670 Malicious code in world-id-lens-dapp (npm)

--- -= Per source details. Do not edit below this line.=- Source: ossf-package-analysis d27d63976b7108297f8d9a29062b3add9973c83849fd5ab7cd8fbd31b0248701 The OpenSSF Package Analysis project identified 'world-id-lens-dapp' @ 1.0.0 npm as malicious. It is considered malicious because: - The package...