Revisiting Data Auditing in Large Vision-Language Models

With the surge of large language models LLMs, Large Vision-Language Models VLMs--which integrate vision encoders with LLMs for accurate visual grounding--have shown great potential in tasks like generalist agents and robotic control. However, VLMs are typically trained on massive web-scraped...

DeSIA: Attribute Inference Attacks against Limited Fixed Aggregate Statistics

Empirical inference attacks are a popular approach for evaluating the privacy risk of data release mechanisms in practice. While an active attack literature exists to evaluate machine learning models or synthetic data release, we currently lack comparable methods for fixed aggregate statistics, i...

A Gradient-Optimized TSK Fuzzy Framework for Explainable Phishing Detection

Phishing attacks represent an increasingly sophisticated and pervasive threat to individuals and organizations, causing significant financial losses, identity theft, and severe damage to institutional reputations. Existing phishing detection methods often struggle to simultaneously achieve high...

Charting the Uncharted: the Landscape of Monero Peer-To-Peer Network

The Monero blockchain enables anonymous transactions through advanced cryptography in its peer-to-peer network, which underpins decentralization, security, and trustless interactions. However, privacy measures obscure peer connections, complicating network analysis. This study proposes a method t...

CVE-2025-24487

An unauthenticated attacker can infer the existence of usernames in the system by querying an API...

CVE-2025-3622

A vulnerability, which was classified as critical, has been found in Xorbits Inference up to 1.4.1. This issue affects the function load of the file xinference/thirdparty/cosyvoice/cli/model.py. The manipulation leads to deserialization...

CVE-2025-24487

CVE-2025-24487 concerns Growatt Cloud Applications (Cloud portal). Multiple connected sources indicate an unauthenticated attacker can infer the existence of usernames by querying an API, implying an exposed endpoint that reveals user existence without requiring authentication. Publicly cited ref...

CVE-2025-24487 Growatt Cloud portal Authorization Bypass Through User-Controlled Key

An unauthenticated attacker can infer the existence of usernames in the system by querying an API...

CVE-2025-3622

A vulnerability, which was classified as critical, has been found in Xorbits Inference up to 1.4.1. This issue affects the function load of the file xinference/thirdparty/cosyvoice/cli/model.py. The manipulation leads to deserialization...

CVE-2025-3622

Xorbits Inference up to version 1.4.1 contains a deserialization flaw in the load function of xinference/thirdparty/cosyvoice/cli/model.py. The issue allows manipulation of serialized data to trigger code execution or other unintended behavior. CVSS metrics in the connected data indicate a MEDIUM...

CVE-2025-3622 Xorbits Inference model.py load deserialization

A vulnerability, which was classified as critical, has been found in Xorbits Inference up to 1.4.1. This issue affects the function load of the file xinference/thirdparty/cosyvoice/cli/model.py. The manipulation leads to deserialization...

CVE-2025-3622

A vulnerability, which was classified as critical, has been found in Xorbits Inference up to 1.4.1. This issue affects the function load of the file xinference/thirdparty/cosyvoice/cli/model.py. The manipulation leads to deserialization...

CVE-2025-3622 Xorbits Inference model.py load deserialization

A vulnerability, which was classified as critical, has been found in Xorbits Inference up to 1.4.1. This issue affects the function load of the file xinference/thirdparty/cosyvoice/cli/model.py. The manipulation leads to deserialization...

CVE-2025-3622 Xorbits Inference model.py load deserialization

A vulnerability, which was classified as critical, has been found in Xorbits Inference up to 1.4.1. This issue affects the function load of the file xinference/thirdparty/cosyvoice/cli/model.py. The manipulation leads to deserialization...

Xorbits Inference security vulnerability

Xorbits Inference is an open source Xorbits tool that can be used with a variety of LLMs. A security vulnerability exists in Xorbits Inference 1.4.1 and earlier versions, which stems from improper handling of the load function in the xinference/thirdparty/cosyvoice/cli/model.py file, which could...

Growatt Cloud Applications security vulnerabilities

Growatt Cloud Applications is a monitoring platform from Growatt, a Chinese company. A security vulnerability exists in Growatt Cloud Applications version 3.6.0 and prior versions, which originates from an unauthenticated attacker being able to infer the presence of a username on the system...

PT-2025-16292

Name of the Vulnerable Software and Affected Versions Xorbits Inference versions up to 1.4.1 Description A critical vulnerability has been found in Xorbits Inference, affecting the function load of the file xinference/thirdparty/cosyvoice/cli/model.py. The manipulation leads to deserialization...

PT-2025-16414

Name of the Vulnerable Software and Affected Versions The product name cannot be determined. Description An unauthenticated attacker can infer the existence of usernames in the system by querying an API. Recommendations At the moment, there is no information about a newer version that contains a...

RAID: an In-Training Defense against Attribute Inference Attacks in Recommender Systems

In various networks and mobile applications, users are highly susceptible to attribute inference attacks, with particularly prevalent occurrences in recommender systems. Attackers exploit partially exposed user profiles in recommendation models, such as user embeddings, to infer private attribute...

CVE-2025-3622: Deserialization of Untrusted Data

A vulnerability, which was classified as critical, has been found in Xorbits Inference up to 1.4.1. This issue affects the function load of the file xinference/thirdparty/cosyvoice/cli/model.py. The manipulation leads to deserialization...