A Risk-Stratified Benchmark Dataset for Bad Randomness (SWC-120) Vulnerabilities in Ethereum Smart Contracts

Many Ethereum smart contracts rely on block attributes such as block.timestamp or blockhash to generate random numbers for applications like lotteries and games. However, these values are predictable and miner-manipulable, creating the Bad Randomness vulnerability SWC-120 that has led to real-wor...

CVE-2025-65742

An unauthenticated Broken Function Level Authorization BFLA vulnerability in Newgen OmniDocs v11.0 allows attackers to obtain sensitive information and execute a full account takeover via a crafted API request...

EUVD-2025-203398

An unauthenticated Broken Function Level Authorization BFLA vulnerability in Newgen OmniDocs v11.0 allows attackers to obtain sensitive information and execute a full account takeover via a crafted API request...

CVE-2025-65742

The enterprise content management suite Newgen OmniDocs v11.0 is susceptible to an unauthenticated Broken Function Level Authorization (BFLA) vulnerability. Attackers can leverage a crafted API request to bypass authorization checks, potentially leading to the theft of sensitive information and a...

SHERLOCK: A Deep Learning Approach to Detect Software Vulnerabilities

The increasing reliance on software in various applications has made the problem of software vulnerability detection more critical. Software vulnerabilities can lead to security breaches, data theft, and other negative outcomes. Traditional software vulnerability detection techniques, such as...

CVE-2025-64065: Improper Authorization

The Primakon Pi Portal 1.0.18 API /api/V2/ppudfvadmin endpoint, fails to perform necessary server-side validation. The administrative LoginAs or user impersonation feature is vulnerable to a access control failure. This flaw allows any authenticated low-privileged user to execute a direct PATCH...

PT-2025-48073

Name of the Vulnerable Software and Affected Versions Primakon Pi Portal version 1.0.18 Description The application’s /api/V2/pp udfv admin API endpoint does not adequately validate server-side requests. This allows authenticated users with low privileges to impersonate other users, including...

EUVD-2019-11180

Malware in sbrugna...

EUVD-2019-11215

Malware in sbrugna...

EUVD-2019-11218

Malware in sbrugna...

EUVD-2020-19441

Malware in sbrugna...

EUVD-2021-24966

Malware in sbrugna...

Beyond Classification: Evaluating LLMs for Fine-Grained Automatic Malware Behavior Auditing

Automated malware classification has achieved strong detection performance. Yet, malware behavior auditing seeks causal and verifiable explanations of malicious activities -- essential not only to reveal what malware does but also to substantiate such claims with evidence. This task is challengin...

Weakly Supervised Vulnerability Localization Via Multiple Instance Learning

Software vulnerability detection has emerged as a significant concern in the field of software security recently, capturing the attention of numerous researchers and developers. Most previous approaches focus on coarse-grained vulnerability detection, such as at the function or file level. Howeve...

An Empirical Study of Vulnerabilities in Python Packages and Their Detection

In the rapidly evolving software development landscape, Python stands out for its simplicity, versatility, and extensive ecosystem. Python packages, as units of organization, reusability, and distribution, have become a pressing concern, highlighted by the considerable number of vulnerability...

FuncVul: an Effective Function Level Vulnerability Detection Model Using LLM and Code Chunk

Software supply chain vulnerabilities arise when attackers exploit weaknesses by injecting vulnerable code into widely used packages or libraries within software repositories. While most existing approaches focus on identifying vulnerable packages or libraries, they often overlook the specific...

Linux Kernel Security Vulnerabilities

Linux kernel is the kernel used by Linux, the open source operating system of the Linux Foundation in the United States. A security vulnerability exists in the Linux kernel that stems from a resource leak caused by the octeontx2-af driver not freeing MCAM entries during FLR processing...

CVE-2024-12307

A function-level access control vulnerability in Unifiedtransform version 2.0 and potentially earlier versions allows teachers to modify student personal data without proper authorization. The vulnerability exists due to missing access control checks in the student editing functionality. At the...

Automating Function-Level TARA for Automotive Full-Lifecycle Security

As modern vehicles evolve into intelligent and connected systems, their growing complexity introduces significant cybersecurity risks. Threat Analysis and Risk Assessment TARA has therefore become essential for managing these risks under mandatory regulations. However, existing TARA automation...

Unsolved Challenge: Why API Access Control Vulnerabilities Remain a Major Security Risk

Despite advancements in API security, access control vulnerabilities, such as broken object-level authentication BOLA and broken function-level authentication BFLA, remain almost impossible to detect. This blog will explore why these vulnerabilities are so difficult to detect, the limitations of...